- 5 Mistakes I Wish I Had Avoided in My Data Science Career - Jul 26, 2021.
Everyone makes mistakes, which can be a good thing when they lead to learning and improvements over time. But, we can also try to first learn from others to expedite our personal growth. To get started, consider these lessons learned the hard way, so you don’t have to.
Tags: Career Advice, Data Science, Mistakes
- Why and how should you learn “Productive Data Science”? - Jul 26, 2021.
What is Productive Data Science and what are some of its components?
Tags: Books, Career Advice, Courses, Data Science, Python
- How Can You Distinguish Yourself from Hundreds of Other Data Science Candidates? - Jul 13, 2021.
A few easy (and not-so-easy) ways to prove to employers that your skills and attitudes place you in a higher bracket.
Tags: Career Advice, Careers, Data Science Skills, Interview Questions
Become an Analytics Engineer in 90 Days - Jul 12, 2021.
A new role of the Analytics Engineer is an exciting opportunity that crosses the skill sets of a Data Analyst and Data Engineer. Here, we describe how this position can evolve at an organization, and recommend self-learning resources that can be used to prepare for the multifaceted responsibilities.
Tags: Analytics Engineer, Career Advice, Data Analyst, Data Engineer, dbt
- How to Get Practical Data Science Experience to be Career-Ready - Jul 7, 2021.
Becoming a professional in the field of data science takes more than just book-smarts. You need to have experience with real-world data sets, frequently-used tools, and an intuition for solutions that you can only gain from hands-on experience. These resources will jump start developing your practical skills.
Tags: Career Advice, Data Science Education, Pandas, Project, SQL
- KDnuggets™ News 21:n25, Jul 7: Data Scientists and ML Engineers Are Luxury Employees; 5 Lessons from McKinsey That Will Make You a Better Data Scientist - Jul 7, 2021.
Are Data Scientists and ML Engineers Luxury Employees? 5 Lessons McKinsey Taught Me That Will Make You a Better Data Scientist; Managing Your Reusable Python Code as a Data Scientist; GitHub Copilot: Your AI pair programmer - what is all the fuss about? and more.
Tags: Career Advice, Data Science Skills, Data Scientist, Machine Learning Engineer, Python
- How To Transition From Data Freelancer to Data Entrepreneur (Almost Overnight) - Jul 6, 2021.
Data freelancers trade hours for dollars while data entrepreneurs have found a way to make money while they sleep. Ready to make the transition? Keep reading to learn how to do it as SEAMLESSLY and PROFITABLY as possible.
Tags: Career Advice, Data Science, Entrepreneur, Freelance
- Prepare Behavioral Questions for Data Science Interviews - Jul 2, 2021.
This is part 5 of a series by the author which helps readers nail the data science interviews with confidence.
Tags: Career Advice, Data Science, Interview Questions
- 5 Lessons McKinsey Taught Me That Will Make You a Better Data Scientist - Jul 1, 2021.
How to stand out from your peers in the data world.
Tags: Career Advice, Communication, Data Science, Data Science Skills, Data Scientist, McKinsey
- 10 Mistakes You Should Avoid as a Data Science Beginner - Jun 29, 2021.
Read this article on how to gain a competitive advantage in the data science job market.
Tags: Beginners, Career Advice, Data Science
- KDnuggets™ News 21:n23, Jun 23: Pandas vs SQL: When Data Scientists Should Use Each Tool; How to Land a Data Analytics Job in 6 Months - Jun 23, 2021.
Pandas vs SQL: When Data Scientists Should Use Each Tool; How to Land a Data Analytics Job in 6 Months; A Graph-based Text Similarity Method with Named Entity Information in NLP; The Best Way to Learn Practical NLP?; An introduction to Explainable AI (XAI) and Explainable Boosting Machines (EBM)
Tags: Analytics, Career Advice, Data Scientist, Explainability, NLP, Pandas, Python, SQL
- Data Science is Not Becoming Extinct in 10 Years, Your Skills Might - Jun 18, 2021.
4 reasons why data science is here to stay and what you need to do to ensure that your skillset stays in demand.
Tags: Career Advice, Data Science, Data Science Skills, Data Scientist
How to Land a Data Analytics Job in 6 Months - Jun 17, 2021.
Go from zero to hero in under six months.
Tags: Career Advice, Careers, Data Analyst, Data Analytics
- KDnuggets™ News 21:n22, Jun 16: Data Scientists Extinct in 10 Years? Generate Automated PDF Documents with Python - Jun 16, 2021.
Data Scientists be extinct in 10 years? How to generate PDF Documents with Python; Top 10 Data Science Projects for Beginners; Five types of thinking for a high performing data scientist; and how to get interactive plots directly with Pandas.
Tags: Career Advice, Data Scientist, PDF, Project, Python, Trends
Data Scientists Will be Extinct in 10 Years - Jun 14, 2021.
And why it’s not a bad thing.
Tags: Career Advice, Data Science, Data Science Skills, Data Scientist
- Data Scientists, You Need to Know How to Code - Jun 9, 2021.
You need to know how to code — and not just code, but write good code.
Tags: Career Advice, Data Science, Data Scientist, Programming
- KDnuggets™ News 21:n21, Jun 9: 5 Tasks To Automate With Python; How I Doubled My Income with Data Science and Machine Learning - Jun 9, 2021.
5 Tasks To Automate With Python; How I Doubled My Income with Data Science and Machine Learning; Will There Be a Shortage of Data Science Jobs in the Next 5 Years?; How to Make Python Code Run Incredibly Fast; Stop (and Start) Hiring Data Scientists
Tags: Automation, Career Advice, Data Science, Data Scientist, Deployment, Machine Learning, Modeling, Programming, Python
Will There Be a Shortage of Data Science Jobs in the Next 5 Years? - Jun 3, 2021.
The data science workflow is getting automated day by day.
Tags: Automation, Career Advice, Data Science, Data Scientist
- How I Doubled My Income with Data Science and Machine Learning - Jun 1, 2021.
Many career opportunities exist in the ever-expanding domain of data. Finding your place -- and finding your salary -- is largely up to your dedication, focus, and drive to learn. If you are an aspiring Data Scientist or have already started your professional journey, there are multiple strategies for maximizing your earning potential.
Tags: Career Advice, Data Science, Data Science Skills, Machine Learning, Salary
- These Soft Skills Can Make or Break Your Data Science Career - May 25, 2021.
In an industry long ruled by hard skills, the future career success of tomorrow’s data scientists might well depend on their ability to deploy a variety of soft skills into the workplace.
Tags: Career Advice, Communication, Data Science, Data Science Skills, Decision Making
A Guide On How To Become A Data Scientist (Step By Step Approach) - May 24, 2021.
Becoming a Data Scientists is an exciting path, but you cannot learn data science within one year or six months—instead, it’s a lifetime process that you have to follow with proper dedication and hard work. To guide your journey, the skills outlined here are the first you must acquire to become a data scientist.
Tags: Career Advice, Data Science Skills, Data Scientist, Python, R, SQL, Statistics
- 6 side hustles for an aspiring data scientist - May 13, 2021.
As an aspiring data scientist or an employed professional, many opportunities exist for you to offer your skills to a broader audience through side gigs. While the difficulty and risk vary, experiences from applying your data science practice to areas outside your immediate career path can increase your expertise while even increasing your bank account.
Tags: Career Advice, Data Scientist, Kaggle, Online Education, Youtube
- How to become an online data science tutor - May 12, 2021.
Your expertise in data science may be serving you well in your day job or you are on track to land that next dream position to do what you love. There are many others aspiring to attain your level of skill, and maybe you could consider helping them out... through a side gig of teaching.
Tags: Career Advice, Data Science Education, Online Education
- We Don’t Need Data Engineers, We Need Better Tools for Data Scientists - May 7, 2021.
In today's data science jobs landscape, a variety of roles are being filled from specialized engineering positions to the more generalized data scientist. However, is it possible that some of these job types are duplicative or misdirected, such as that of the Data Engineer, which might exist as we know it because of a lack of adequate tooling for Data Scientists?
Tags: Career Advice, Data Engineer, Data Preparation, Data Science Platform, Data Scientist
- How to Build an Impressive Data Science Resume - Apr 28, 2021.
Every one of us needs a resume to showcase our skills and experience but how much effort are we putting into it to make it impactful. It is undeniable that resumes play a key role in our job application process. This article will explore some simple strategies to significantly improve the presentation as well as the content of data science resumes.
Tags: Career Advice, Data Science, Resume
Why You Should Consider Being a Data Engineer Instead of a Data Scientist - Apr 27, 2021.
A new king of the jungle has emerged.
Tags: Career Advice, Data Engineer, Data Engineering, Data Science, Data Scientist
- Data careers are NOT one-size fits all! Tips for uncovering your ideal role in the data space - Apr 23, 2021.
Thriving as a data professional is about more than just making good money! It’s about FULFILLMENT & IMPACT. In this article, I will help you discover the BEST data role for you given your unique skill sets, personality & goals.
Tags: Career Advice, Careers, Data Engineering, Data Science
- Build an Effective Data Analytics Team and Project Ecosystem for Success - Apr 19, 2021.
Apply these techniques to create a data analytics program that delivers solutions that delight end-users and meet their needs.
Tags: Analytics Team, Career Advice, Data Science Team, Excel, Programming, SQL, Success
- 7 Must-Haves in your Data Science CV - Apr 13, 2021.
If you are looking for a new role as a Data Scientist -- either as a first job fresh out of school, a career change, or a shift to another organization -- then check off as many of these critical points as possible to stand out in the crowd and pass the hiring manager's initial CV screen.
Tags: Business, Career Advice, Data Scientist, Machine Learning
- A/B Testing: 7 Common Questions and Answers in Data Science Interviews, Part 2 - Apr 8, 2021.
In this second article in this series, we’ll continue to take an interview-driven approach by linking some of the most commonly asked interview questions to different components of A/B testing, including selecting ideas for testing, designing A/B tests, evaluating test results, and making ship or no ship decisions.
Tags: A/B Testing, Career Advice, Data Science, Data Scientist, Interview Questions
- A/B Testing: 7 Common Questions and Answers in Data Science Interviews, Part 1 - Apr 1, 2021.
In this article, we’ll take an interview-driven approach by linking some of the most commonly asked interview questions to different components of A/B testing, including selecting ideas for testing, designing A/B tests, evaluating test results, and making ship or no ship decisions.
Tags: A/B Testing, Career Advice, Data Science, Data Scientist, Interview Questions
- Why So Many Data Scientists Quit Good Jobs at Great Companies - Mar 30, 2021.
The role of the Data Scientist continues to offer many great opportunities as a career. However, the 'sexiest job of the 21st century' has lost some of its appeal because of unrealized expectations and how organizations might leverage this type of work. Having a better understanding of how data science typically plays out in the business world can help you achieve the success you want.
Tags: Career Advice, Data Science Skills, Data Scientist, Jobs
- What Took Me So Long to Land a Data Scientist Job - Mar 29, 2021.
Learning all you need to learn about data science is only part of the adventure. Landing that first job is another. While it might take a while to get your foot into the door, there are several key efforts you can do to shorten this time as much as possible.
Tags: Career Advice, Data Scientist
- 15 Habits I Learned from Highly Effective Data Scientists - Mar 24, 2021.
I’m using these habits in 2021 to become a more effective future data scientist.
Tags: Career Advice, Data Science, Data Scientist
How to Succeed in Becoming a Freelance Data Scientist - Mar 23, 2021.
With recent growth in data science, now is the best time to get into freelancing. The following steps will help you get started with finding clients or help you improve your current strategy.
Tags: Career Advice, Data Science, Data Scientist, Freelance
- Is It Too Late to Learn AI? - Mar 9, 2021.
Have you missed the train on learning AI?
Tags: AI, Career Advice, Learning
9 Skills You Need to Become a Data Engineer - Mar 4, 2021.
A data engineer is a fast-growing profession with amazing challenges and rewards. Which skills do you need to become a data engineer? In this post, we’ll take a look at both hard and soft skills.
Tags: AWS, Career Advice, Data Engineer, Data Engineering, Data Science Skills, Hadoop, NoSQL, Python, SQL
- 5 Supporting Skills That Can Help You Get a Data Science Job - Feb 25, 2021.
If you want to stand out among your fellow applicants, here are some supporting skills you should develop.
Tags: Career Advice, Data Science, Data Science Skills, Skills
How Reading Papers Helps You Be a More Effective Data Scientist - Feb 24, 2021.
By reading papers, we were able to learn what others (e.g., LinkedIn) have found to work (and not work). We can then adapt their approach and not have to reinvent the rocket. This helps us deliver a working solution with lesser time and effort.
Tags: Career Advice, Data Science, Data Scientist, Research
- Using NLP to improve your Resume - Feb 23, 2021.
This article discusses performing keyword matching and text analysis on job descriptions.
Tags: Career Advice, NLP, Resume, Text Analysis
- 6 Data Science Certificates To Level Up Your Career - Feb 18, 2021.
Anyone looking to obtain a data science certificate to prove their ability in the field will find a range of options exist. We review several valuable certificates to consider that will definitely pump up your resume and portfolio to get you closer to your dream job.
Tags: Career Advice, Certificate, Cloudera, Data Science Certificate, Google, IBM, Microsoft Azure, SAS, TensorFlow
We Don’t Need Data Scientists, We Need Data Engineers - Feb 15, 2021.
As more people are entering the field of Data Science and more companies are hiring for data-centric roles, what type of jobs are currently in highest demand? There is so much data in the world, and it just keeps flooding in, it now looks like companies are targeting those who can engineer that data more than those who can only model the data.
Tags: Career Advice, Data Engineer, Data Scientist
- 7 Most Recommended Skills to Learn to be a Data Scientist - Feb 10, 2021.
The Data Scientist professional has emerged as a true interdisciplinary role that spans a variety of skills, theoretical and practical. For the core, day-to-day activities, many critical requirements that enable the delivery of real business value reach well outside the realm of machine learning, and should be mastered by those aspiring to the field.
Tags: Career Advice, Data Science Skills, Data Scientist, Data Visualization, Docker, Pandas, Python, SQL
- KDnuggets™ News 21:n06, Feb 10: The Best Data Science Project to Have in Your Portfolio; Deep learning doesn’t need to be a black box - Feb 10, 2021.
The Best Data Science Project to Have in Your Portfolio; Deep learning doesn’t need to be a black box; Build Your First Data Science Application; How to create stunning visualizations using python from scratch; How to Get Your First Job in Data Science without Any Work Experience
Tags: Career Advice, Data Science, Data Visualization, Deep Learning, Explainability, Portfolio, Python
- Who is fit to lead data science? - Feb 9, 2021.
Data science success depends on leaders, not the latest hands-on programming skills. So, we need to start looking for the right leadership skills and stop stuffing job postings with requirements for experience in the most current development tools.
Tags: Business, Career Advice, Data Leadership, Data Science, Data Scientist, TensorFlow
- How to Get Data Science Interviews: Finding Jobs, Reaching Gatekeepers, and Getting Referrals - Feb 8, 2021.
In this post, the author shares what to do to get job interviews efficiently. Find answers to these questions: Where should I look for data science jobs? How do I reach out to the gatekeeper? How do I get referrals? What makes a good data science resume?
Tags: Career Advice, Careers, Data Science, Jobs
The Best Data Science Project to Have in Your Portfolio - Feb 8, 2021.
If you are trying to find your first path into a Data Science career, then demonstrating the quality of your skills can be the greatest hurdle. While many standard projects exist for anyone to complete, creating an original data-driven project that attempts to solve some challenge is worth so much more. A good Data Scientist is one that can solve data-related questions, and a great Data Scientist poses original data-related questions and then solves.
Tags: Career Advice, Data Science, Portfolio
- How to Get Your First Job in Data Science without Any Work Experience - Feb 3, 2021.
Creativity, grit, and perseverance will become the three words you live by.
Tags: Career Advice, Data Science
- KDnuggets™ News 21:n05, Feb 3: How to Get a Job as a Data Scientist; Popular Machine Learning Interview Questions, part 2 - Feb 3, 2021.
Learn how to get a job as Data Scientist; it will help if you study popular machine learning interview questions; Beyond the Nash Equilibrium: DeepMind Clever Strategy to Solve Asymmetric Games; Understanding Bayes Theorem; and more.
Tags: Bayes Theorem, Career Advice, Data Scientist, DeepMind, Interview Questions
- Does Data Science Make You Happy? - Feb 2, 2021.
Maybe you are embarking on a new learning journey into the world of data and its analysis, or you already launched your career in the field. But, how can you make sure that data science is your calling? Indeed, if you feel good in your job, then you are likely on the right path.
Tags: Career Advice, Data Science
How to Get a Job as a Data Scientist - Jan 27, 2021.
Here’s a step-by-step guide to starting your career in data science.
Tags: Career Advice, Data Science, Data Scientist
- What to Learn to Become a Data Scientist in 2021 - Jan 26, 2021.
As data becomes the new ‘Gold’ for businesses, data scientists are set to find their value in this gold. This write-up clearly defines the job requirements and company expectations that this phenomenally evolving role entails.
Tags: Career Advice, Data Science, Data Scientist
Want to Be a Data Scientist? Don’t Start With Machine Learning - Jan 26, 2021.
Machine learning may appear like the go-to topic to start learning for the aspiring data scientist. But. thinking these techniques are the key aspects of the role is the biggest misconception. So much more goes into becoming a successful data scientist, and machine learning is only one component of broader skills around processing, managing, and understanding the science behind the data.
Tags: Career Advice, Data Scientist, Machine Learning, Statistics
- Going Beyond the Repo: GitHub for Career Growth in AI & Machine Learning - Jan 21, 2021.
Many online tools and platforms exist to help you establish a clear and persuasive online profile for potential employers to review. Have you considered how your go-to online code repository could also help you land your next job?
Tags: AI, Career Advice, GitHub, Machine Learning
- Build a Data Science Portfolio that Stands Out Using These Platforms - Jan 19, 2021.
Making your big break into the data science profession means standing out to potential employers in a crowd of tough competition. An important way to showcase your skills and experience is through the presentation of a portfolio. Following these recommendations for developing your portfolio will help you network effectively and stay on top of an ever-changing field.
Tags: Career Advice, Data Science, GitHub, Kaggle, LinkedIn, Portfolio
How I Got 4 Data Science Offers and Doubled my Income 2 Months After Being Laid Off - Jan 19, 2021.
In this blog, I shared my story on getting 4 data science job offers including Airbnb, Lyft and Twitter after being laid off. Any data scientist who was laid off due to the pandemic or who is actively looking for a data science position can find something here to which they can relate.
Tags: Career Advice, Data Science, Data Scientist, Interview
- My Data Science Learning Journey So Far - Jan 13, 2021.
These are some obstacles the author faced in their data science learning journey in the past year, including how much time it took to overcome each obstacle and what it has taught the author.
Tags: Career Advice, Challenges, Data Science, Data Science Education
- Advice to aspiring Data Scientists – your most common questions answered - Jan 7, 2021.
Embarking on a new career path can be daunting with many unknowns about how to get started and how to be successful. If you are aspiring to become a Data Scientist, then the answers to these common questions can help set you off on the right foot.
Tags: Advice, Career Advice, Data Scientist, Mathematics, Online Education, SQL
- How to Get a Job as a Data Engineer - Jan 5, 2021.
Data engineering skills are currently in high demand. If you are looking for career prospects in this fast-growing profession, then these 10 skills and key factors will help you prepare to land an entry-level position in this field.
Tags: Career Advice, Data Engineer, Data Engineering
- 6 Things About Data Science that Employers Don’t Want You to Know - Dec 14, 2020.
As is the potential for any "trending hot" career, the reality of a position in the field may not be all that you initially expected. Data Science is no exception, and being still a young field, its evolving definition can offer some surprises that you should know about before accepting that dream offer.
Tags: Business, Career Advice, Communication, Data Science, Data Scientist, SQL
- A Journey from Software to Machine Learning Engineer - Dec 10, 2020.
In this blog post, the author explains his journey from Software Engineer to Machine Learning Engineer. The focus of the blog post is on the areas that the author wished he'd have focused on during his learning journey, and what should you look for outside of books and courses when pursuing your Machine Learning career.
Tags: Career Advice, Machine Learning, Machine Learning Engineer, Software Engineer
- The Ultimate Guide to Data Engineer Interviews - Dec 7, 2020.
If you are preparing for data engineering interviews, then follow these technical recommendations regarding your resume, programming skills, SQL acumen, and system design problem-solving, as well as the non-technical aspects of your upcoming interview session.
Tags: Career Advice, Data Engineer, Data Engineering, Interview Questions, Programming, SQL
- How Data Professionals Can Add More Variation to Their Resumes - Nov 24, 2020.
This article presents seven ways data professionals can add variation to their resumes.
Tags: Career Advice, Data Science, Data Scientist, Resume
- How Data Scientists Can Avoid ‘Lost in Translation’ Syndrome When Communicating With Management - Nov 20, 2020.
When it comes to data science projects, the disconnect between business executives and data teams can lead to major tension. Keeping these challenges from arising in the first place through effective communication will help reduce friction with stakeholders.
Tags: Career, Career Advice, Communication, Data Science Skills, Data Scientist
- The top courses for aspiring data scientists - Nov 19, 2020.
Here are four courses that can give you the necessary skills to lead businesses in the 21st century. All of them include Python programming as a course component. Most of them require an undergraduate knowledge of statistics, calculus, linear algebra, and probability, so we recommend checking your course of interest for the specifics.
Tags: Career Advice, Certificate, Columbia, Data Science, Online Education
- Top KDnuggets tweets, Nov 11-17: Data Engineering – the Cousin of Data Science, is Troublesome - Nov 18, 2020.
Also 6 Things About #DataScience that Employers Don't Want You to Know; NLP - Zero to Hero with #Python #NLProc; 5 Tricky SQL Queries Solved - Explaining the approach to solving a few complex #SQL queries.
Tags: Career Advice, Data Engineering, Data Science, NLP, SQL, Top tweets
- KDnuggets™ News 20:n44, Nov 18: How to Acquire the Most Wanted Data Science Skills; Learn to build an end to end data science project - Nov 18, 2020.
How to get the most wanted Data Science skills; How to build and end to end Data Science project; How to get into Data Science without a degree; Top Python Libraries for Deep Learning, Natural Language Processing, and Computer Vision; Is Data Science for you? 14 self-examination questions to consider; and more
Tags: Career Advice, Data Science Skills, Portfolio, Python
Is Data Science for Me? 14 Self-examination Questions to Consider - Nov 17, 2020.
You are intrigued by this exciting new field of Data Science, and you think you want in on the action. The demand remains very high and the salaries are strong. Before taking the leap onto this path, these questions will help you evaluate if you are ready for the challenges and opportunities.
Tags: Career Advice, Communication, Data Science, Data Science Skills, Jobs, Salary
How to Get Into Data Science Without a Degree - Nov 16, 2020.
Breaking into any new field or slogging through a career change is always a challenge, and requires focus and even a little grit. While transitioning to becoming a Data Scientist is no different, aspiring to this role is possible, even without a formal post-secondary degree, largely due to the vast amount of quality learning resources available today.
Tags: Career Advice, Data Science, Online Education
- Moving from Data Science to Machine Learning Engineering - Nov 10, 2020.
The world of machine learning — and software — is changing. Read this article to find out how, and what you can do to stay ahead of it.
Tags: Career Advice, Data Engineering, Data Science, Machine Learning, Machine Learning Engineer
- Essential data science skills that no one talks about - Nov 6, 2020.
Old fashioned engineering skills are what you need to boost your data science career.
Tags: Career Advice, Data Science, Data Science Skills
The Best Data Science Certification You’ve Never Heard Of - Nov 4, 2020.
The CDMP is the best data strategy certification you’ve never heard of. (And honestly, when you consider the fact that you’re probably working a job that didn’t exist ten years ago, it’s not surprising that this certification isn’t widespread just yet.)
Tags: Career Advice, Certification, Data Science, Data Science Education
- KDnuggets™ News 20:n42, Nov 4: Top Python Libraries for Data Science, Data Visualization & Machine Learning; Mastering Time Series Analysis - Nov 4, 2020.
Top Python Libraries for Data Science, Data Visualization, Machine Learning; Mastering Time Series Analysis with Help From the Experts; Explaining the Explainable AI: A 2-Stage Approach; The Missing Teams For Data Scientists; and more.
Tags: Career Advice, Data Science Team, Explainable AI, Python, Time Series
- Data scientist or machine learning engineer? Which is a better career option? - Nov 2, 2020.
In order to build automated data processing systems, we require professionals like Machine Learning Engineers and Data Scientists. But which of these is a better career option right now? Read on to find out.
Tags: Career Advice, Data Scientist, Great Learning, Machine Learning Engineer
- KDnuggets™ News 20:n41, Oct 28: Difference Between Junior and Senior Data Scientists; Ain’t No Such a Thing as a Citizen Data Scientist - Oct 28, 2020.
The unspoken difference between junior and senior data scientists; Ain't No Such a Thing as a Citizen Data Scientist; How to become a Data Scientist: a step-by-step guide; Good-bye Big Data. Hello, Massive Data!; DeepMind Relies on this Old Statistical Method to Build Fair Machine Learning Models
Tags: Big Data, Career Advice, Citizen Data Scientist, Computer Vision, Data Science, Data Scientist, DeepMind, Statistical Modeling
- Getting A Data Science Job is Harder Than Ever – How to turn that to your advantage - Oct 27, 2020.
Although many aspiring Data Scientists are finding it is becoming more difficult to land a job than it was in previous years, understanding what has changed in the hiring landscape can be used to to your advantage in matching with the best organization for your goals and interests.
Tags: Career Advice, Data Science, Jobs, LinkedIn
- Advice for Aspiring Data Scientists - Oct 27, 2020.
Are you a student of some type asking how to get into Data Science? You've come to the right place. Read on for both common and less basic advice on entering the field and excelling in the profession.
Tags: Career Advice, Data Science, Data Scientist
The unspoken difference between junior and senior data scientists - Oct 22, 2020.
The unspoken difference between junior and senior data scientists? It’s not what you think.
Tags: Career Advice, Data Science, Data Scientist
- How I Levelled Up My Data Science Skills In 8 Months - Oct 9, 2020.
Read how the author used their time to level up a variety of their data science skills over a short period of time, and learn how you could do the same.
Tags: Career Advice, Data Science, Data Science Skills
- 6 Lessons Learned in 6 Months as a Data Scientist - Oct 8, 2020.
When transitioning into a Data Science career, a new mindset toward collaboration, data, and reporting is required. Learn from these recommendations on approaches you should consider to successfully develop into your dream job.
Tags: arXiv, Business, Career Advice, Data Scientist, Deployment, GitHub, Podcast
- I’m a Data Scientist, Not Just The Tiny Hands that Crunch your Data - Sep 21, 2020.
Not everyone "gets" the role of the Data Scientist -- including management. While there can be frustrating aspects of being a data scientist, there are effective ways to go about fixing them.
Tags: Advice, Career Advice, Data Scientist
- Unpopular Opinion – Data Scientists Should Be More End-to-End - Sep 17, 2020.
Can a do-it-all Data Scientist really be more effective at delivering new value from data? While it might sound exhausting, important efficiencies can exist that might bring better value to the business even faster.
Tags: Career Advice, Data Science Process, Data Scientist, Deployment
- How To Decide What Data Skills To Learn - Sep 4, 2020.
Read this article to learn about getting the most valuable skills on the job market.
Tags: Career Advice, Data Science Skills, Data Scientist
- The Most Important Data Science Project - Sep 4, 2020.
What is the project every data scientist must do?
Tags: Beginners, Career Advice, Data Science
- Here is What I’ve Learned in 2 Years as a Data Scientist - Sep 2, 2020.
In this article, for the first time, I’ll consolidate everything that I’ve learned and condense all of these into 5 lessons that I’ve learned in 2 years as a data scientist.
Tags: Career Advice, Data Scientist
How to Optimize Your CV for a Data Scientist Career - Aug 26, 2020.
As the number of data science positions continues to grow dramatically, so does the number of data scientists in the marketplace. Follow these expert tips and examples to help make your resume and job applications stand out in an increasingly competitive field.
Tags: Career, Career Advice, Data Scientist, Hiring, Resume
- KDnuggets™ News 20:n33, Aug 26: If I had to start learning Data Science again, how would I do it? Must-read NLP and Deep Learning articles for Data Scientists - Aug 26, 2020.
If I had to start learning Data Science again, how would I do it? Must-read NLP and Deep Learning articles for Data Scientists; These Data Science Skills will be your Superpower; Accelerated Natural Language Processing: A Free Amazon Machine Learning University Course.
Tags: Career, Career Advice, Data Science, Deep Learning, NLP, Research
- The Uncommon Data Science Job Guide - Aug 7, 2020.
With the job landscape in Data Science becoming hyper-competitive, there are clear strategies you can consider to find your way to snagging a position in the field.
Tags: Career, Career Advice, Data Science, Jobs
- KDnuggets™ News 20:n30, Aug 5: What Employers are Expecting of Data Scientist Role; I have a joke about… - Aug 5, 2020.
Know What Employers are Expecting for a Data Scientist Role in 2020; I have a joke about …; First Steps of a Data Science Project; Why You Should Get Google's New Machine Learning Certificate; Awesome Machine Learning and AI Courses
Tags: AI, Career Advice, Certificate, Courses, Data Science, Data Scientist, Google, Humor, Machine Learning, Trends
Know What Employers are Expecting for a Data Scientist Role in 2020 - Aug 3, 2020.
The analysis is done from 1000+ recent Data scientist jobs, extracted from job portals using web scraping.
Tags: Career Advice, Data Science, Data Scientist
- Exploring the Real World of Data Science - Jun 26, 2020.
An article highlighting things I’ve learned in the real world about data science.
Tags: Career Advice, Data Science
If you had to start statistics all over again, where would you start? - Jun 5, 2020.
If you are just diving into learning statistics, then where do you begin? Find insight from those who have tread in these waters before, and see what they might have done differently along their personal journeys in statistics.
Tags: Advanced Statistics, Advice, Bayesian, Career Advice, Statistician, Statistics
Skills to Build for Data Engineering - Jun 4, 2020.
This article jumps into the latest skill set observations in the Data Engineering Job Market which could definitely add a boost to your existing career or assist you in starting off your Data Engineering journey.
Tags: Career Advice, Data Engineering, Skills
- Six Ways For Data Scientists to Succeed at a Startup - May 29, 2020.
Here are six tips that will help data scientists and other data professionals succeed if they have the opportunity to work at a startup.
Tags: Career Advice, Data Scientist, Startup, Success
How to Think Like a Data Scientist - May 29, 2020.
So what does it take to become a data scientist? For some pointers on the skills for success, I interviewed Ben Chu, who is a Senior Data Scientist at Refinitiv Labs.
Tags: Career Advice, Data Analyst, Data Scientist, Interview
- Find Your Perfect Fit: A Quick Guide for Job Roles in the Data World - Apr 23, 2020.
Data related positions are considered the hottest in the job market during the last couple of years. While everyone wants to join the party and enter this fascinating field, it is essential to first get an understanding. In this quick guide, I’ll do my best to dispel the confusion by crystalizing the essence of the different positions.
Tags: Business Analyst, Career Advice, Data Analyst, Data Architect, Data Engineer, Data Scientist, Database Management, Developers, ETL, Machine Learning Engineer
- 4 Realistic Career Options for Data Scientists - Apr 21, 2020.
It’s almost 10 years since "Data Science" became mainstream. We ask less about how to get into Data Science, but wonder "what’s next?" This article includes insights on four non-trivial, but practical, options and their pitfalls.
Tags: Career, Career Advice, Consulting, Data Scientist, Sales
- Advice for a Successful Data Science Career - Mar 30, 2020.
This blog is meant to show that most everyone has had to expend quite a bit of effort to get where they are. They have to work hard, sometimes experience failure, show discipline, be persistent, be dedicated to their goals, and sometimes sacrifice or take risks.
Tags: Career Advice, Data Science
- KDnuggets™ News 20:n12, Mar 25: 24 Best (and Free) Books To Understand Machine Learning; Coronavirus Daily Change and Poll Analysis; 9 lessons learned during 1st year as a Data Scientist - Mar 25, 2020.
Read our analysis of coronavirus data and poll results; Use your time indoors to learn with 24 best and free books to understand Machine Learning; Study the 9 important lessons from the first year as a Data Scientist; Understand the SVM, a top ML algorithm; check a comprehensive list of AI resources for online learning; and more.
Tags: Career Advice, Coronavirus, Free ebook, Machine Learning, SVM, Time Series
- Data Scientist Archetypes - Jan 28, 2020.
My goal here is to give you a map for navigating the sprawling terrain of data science. It’s to help you prioritize what you want to learn and what you want to do, so you don’t feel lost.
Tags: Career Advice, Data Science, Data Scientist
- You’re Fired: How to develop and manage a happy data science team - Jan 27, 2020.
I want to share a solution called Insight-Driven Development (IDD), a few examples of it, and five steps to adopting it. IDD aims to create a high performing, engaged, and happy Data Science teams that embrace non-ML work as much as the fun ML stuff.
Tags: Career Advice, Data Science, Data Science Team
- 2 Questions for a Junior Data Scientist - Jan 24, 2020.
Academic credentials and experience with previous machine learning projects are important for kicking off a data science career. However, landing your first job out of school will require you to extend your thinking about projects and problems. Learn how one interviewer honed in on desired skills by considering these two questions.
Tags: Advice, Career Advice, Data Scientist, Domain Knowledge, Interview, Interview Questions
- The Data Science Interview Study Guide - Jan 22, 2020.
Preparing for a job interview can be a full-time job, and Data Science interviews are no different. Here are 121 resources that can help you study and quiz your way to landing your dream data science job.
Tags: Career Advice, Data Science, Interview Questions
- 7 Steps to a Job-winning Data Science Resume - Jan 10, 2020.
A resume plays a key role in bagging that dream data science job. We break down the nuances of a job-winning data science resume so that you can go ahead and transform your own resume.
Tags: Career Advice, Careers, Data Science, Resume
- The Most In Demand Tech Skills for Data Scientists - Dec 20, 2019.
By the end of this article you’ll know which technologies are becoming more popular with employers and which are becoming less popular.
Tags: Career Advice, Data Science, Data Science Skills, Data Scientist
The Complete Data Science LinkedIn Profile Guide - Nov 11, 2019.
With so many Data Scientists showing up on LinkedIn, it's time to make sure your profile is top-notch because your talent is still highly sought after. Recruitment specialists want to find you fast, and this guide will help you create the best profile to feature your expertise.
Tags: Career, Career Advice, Data Science Skills, Data Scientist, LinkedIn, Recruitment
- How to Become a Successful Healthcare Data Analyst - Nov 5, 2019.
Are you interested in starting your career in the data analysis domain? Read this informative blog on how to get your career off the ground.
Tags: Career Advice, Data Analyst, Healthcare
- Data Science is Boring (Part 2) - Oct 9, 2019.
Why I love boring ML problems and how I think about them.
Tags: Career Advice, Data Science, Machine Learning
- Why data analysts should choose stories over statistics - Sep 26, 2019.
Join the Crunch Data Conference in Budapest, Oct 16-18, with stellar speakers from companies like Facebook, Netflix and LinkedIn. Use the discount code ‘KDNuggets’ to save $100 off your conference ticket.
Tags: Budapest, Career Advice, Crunch Conference, Data Analytics, Data Science, Hungary, Storytelling
- Data Science is Boring (Part 1) - Sep 18, 2019.
Read about how one data scientist copes with his boring days of deploying machine learning.
Tags: Career Advice, Data Science, Machine Learning
I wasn’t getting hired as a Data Scientist. So I sought data on who is. - Sep 6, 2019.
Instead of focusing on skills thought to be required of data scientists, we can look at what they have actually done before.
Tags: Career, Career Advice, Data Science, Data Science Skills, Data Scientist
- How to Sell Your Boss on the Need for Data Analytics - Aug 26, 2019.
Here are some ways you can make the case to your boss that analytics investments are smart for your company to pursue.
Tags: Career Advice, Data Analytics
- How Creating an AI Study Group Boosted My Skills and Got Me a Job - Aug 13, 2019.
The amount of time I had to put in to organize the AI Society left me sometimes sleep-deprived but it was definitely worth it. It was also one of the main factors why I got the job in Machine Learning after all. I hope that this article will inspire you to create your own AI study group!
Tags: Academics, AI, Career Advice, Education, Skills
- Getting Started With Data Science - Aug 5, 2019.
Over the past many months, I’ve received hundreds of messages from people asking me how they could get started with Data Science. Therefore, I thought it would be useful to write down a framework for those wanting to get started with Data Science.
Tags: Beginners, Career Advice, Data Science
Top 13 Skills To Become a Rockstar Data Scientist - Jul 26, 2019.
Education, coding, SQL, big data platforms, storytelling and more. These are the 13 skills you need to master to become a rockstar data scientist.
Tags: Career Advice, Data Science, Data Science Skills, Data Scientist, Skills
- Secrets to a Successful Data Science Interview - Jul 15, 2019.
Are you puzzled as to what to prepare for data science interviews? That you are reading this document is a reflection of your seriousness in being a successful data scientist.
Tags: Career Advice, Data Science, Interview
What’s the Machine Learning Engineering Job Like - Jul 1, 2019.
As a relatively new position, the day in the life of a machine learning engineer or data scientist is still a bit fluid. Find out what is like from people working today at Airbnb, SurveyMonkey, and Instagram.
Tags: AirBnB, Career Advice, Instagram, Jobs, Machine Learning Engineer
- A Step-by-Step Guide to Transitioning your Career to Data Science – Part 2 - Jun 7, 2019.
How do you identify the technical skills a hiring manager is looking for? How do you build a data science project that draws the attention of a hiring manager?
Tags: Career Advice, Data Science, Skills, SQL, Tableau
A Step-by-Step Guide to Transitioning your Career to Data Science – Part 1 - May 31, 2019.
If you are looking to transition your career to data science, don't immediately start learning Python or R. Instead, leverage the domain expertise you have accumulated over the years. Here's a foolproof guide on how to do that.
Tags: Career Advice, Data Science, Skills
- Why Data Professionals Should Negotiate Every Job Offer - May 16, 2019.
Here are six reasons why you shouldn't feel tempted to jump at the chance and take that job offer as it is without first negotiating.
Tags: Career, Career Advice, Data Scientist
- 5 Things to Review Before Accepting That Data Scientist Job Offer - May 10, 2019.
Before you get too excited and sign the papers for that new data scientist job, and solidify your role as a new hire, make sure you look over these 5 things first.
Tags: Career, Career Advice, Data Science, Data Scientist
- Projects to Include in a Data Science Portfolio - Apr 26, 2019.
“Don’t pick just random projects to work on and add it to your resume or portfolio. Solve a problem that relates to the companies that you’re interested in.”
Tags: Career Advice, Data Science, Dataquest, Portfolio
- Make Your Own Job in Data Science: A High-Risk, High-Reward Approach - Apr 12, 2019.
This article discusses an alternative approach to finding data science jobs that’s also worth considering, although it has some inherent risks: make your own.
Tags: Career Advice, Data Science, Dataquest
Why Data Scientists Need To Work In Groups - Apr 12, 2019.
If you read this article you will see that the job of data scientist is NOT listed. The rest of this article will explore why it is true that data scientists need to work in groups.
Tags: Career Advice, Data Scientist
- Compilation of Advice for New and Aspiring Data Scientists - Apr 10, 2019.
Check out this compilation of advice for the new and upcoming data scientist, condensing 30+ pieces of advice into 6 minutes.
Tags: Career Advice, Data Science, Data Scientist
- KDnuggets™ News 19:n14, Apr 10: Which Data Science/ML methods and algorithms you used? Predict Age and Gender Using Neural Nets - Apr 10, 2019.
Getting started with NLP using the PyTorch framework; Building a Recommender System; Advice for New Data Scientists; All you need to know about text preprocessing for NLP and Machine Learning; Advanced Keras - Constructing Complex Custom Losses and Metrics; Top 8 Data Science Use Cases in Gaming
Tags: Career Advice, Convolutional Neural Networks, Courses, Data Preprocessing, Neural Networks, NLP, PyTorch, Recommender Systems
How to Recognize a Good Data Scientist Job From a Bad One - Apr 9, 2019.
Here are six characteristics which set good data scientist jobs apart form the bad ones.
Tags: Career Advice, Data Science, Data Scientist, Jobs
- Cracking the Data Scientist Interview - Jan 29, 2019.
After interviewing with over 50 companies for Data Scientist/Machine Learning Engineer, I am going to frame my experiences in the Q&A format and try to debunk any myths that beginners may have in their quest for becoming a Data Scientist.
Tags: Career Advice, Data Scientist, Interview
- Think Twice Before You Accept That Fancy Data Science Job - Dec 19, 2018.
Before you figure out what skills you need to freshen up on, or the most optimal driving path to work to avoid traffic patterns, you need to make sure this new role is a right fit and that you'll be happy working there.
Tags: Career Advice, Data Science
- KDnuggets™ News 18:n48, Dec 19: Why You Shouldn’t be a Data Science Generalist; Industry Data Science & Machine Learning 2019 Predictions - Dec 19, 2018.
Also: Top Stories of 2018; NLP Breakthrough Imagenet Moment has arrived; Four Approaches to Explaining AI and Machine Learning; Solve any Image Classification Problem Quickly and Easily
Tags: 2019 Predictions, AI, Analytics, Career Advice, Data Science, Machine Learning, NLP
