KDnuggets Home » Jobs » Adobe: Manager – Algorithms / Machine Learning, 30834 ( 14:n19 )

Adobe: Manager – Algorithms / Machine Learning, 30834


Lead the Algorithms and Data Sciences group, help build the next generation of products that will allow digital marketers to maximize revenue and expand their brand presence.



Adobe Company: Adobe
Location: San Jose, CA
Web: www.adobe.com


Description

Adobe is changing the world through digital experiences. Our digital media and digital marketing solutions empower businesses to make, manage, measure, and monetize content. We are aggressively innovating to enrich content creation and to reinvent how companies interact with their customers across every digital channel. Just look around you, our impact can be seen on virtually every screen, from TV and movies to digital magazines, to websites and mobile devices.

There's never been a better time to join Adobe. We are looking for exceptional talent who are ready to make an impact.

Position Summary

Adobe is looking for a subject-matter expert and technical leader for the Algorithms and Data Sciences group. There is flexibility to adjust the responsibilities of this role to meet the ideal candidate's strengths and preferences. Our intent is to hire along the spectrum of a (Sr.) Engineering Manager to a Lead Scientist.

The Algorithms and Data Sciences group will help build the web's next generation of products that will allow digital marketers to maximize revenue and expand their brand presence. Adobe Media Optimizer manages nearly $4B (annual) advertising spend for various large advertisers. We have a data platform with petabytes of event & transaction data that is used for algorithmic bidding. This team is a part of a $1 Billion business unit at Adobe that develops the Adobe Marketing Cloud.

Responsibilities
  • This person will lead a team of engineers/ research scientists on various projects that include building statistical/machine learning models to predict on-line ad performance, developing statistical models to study online user behavior and identifying key factors that affect these behaviors and exploring methods linking media activity to online transactions.
  • Continue to build/grow this team by attracting, retaining and developing talented engineers / data scientists.
  • Architect ad-targeting models that use advanced statistical and machine learning techniques.
  • Design algorithms that work with large-scale data to forecast and optimize return on online advertising spends for various channels (including search, display, social, mobile).
  • Develop statistical techniques and software to analyze very large datasets (terabytes/petabytes)
  • Collaborate with product management and engineering groups to develop new products and features across the Adobe Digital Marketing Suite.

 
Requirements
  • Ideal candidates will have a strong academic background as well as technical skills in areas such as applied statistics, statistical inference, machine learning, data mining, and software development.
  • PhD degree in a relevant field such as Computer Science (Machine Learning), Statistics, Electrical Engineering, Applied Math
  • Prior experience managing and/or mentoring engineers / research scientists.
  • Familiarity working with large, web-scale datasets and "big data" technologies (such as Hadoop, Spark, MapReduce, Hive, Hbase)
  • Deep understanding of statistical modeling/machine learning/ data mining concepts, and a track record solving problems with these methods.
  • Familiar with one or more machine learning or statistics tools such as R, Weka, Matlab etc.
  • Experience with at least one general purpose programming language such as Java, Python, C etc.
  • Knowledge and experience of relational databases and SQL
  • Strong analytical and quantitative problem solving ability.
  • Excellent communication and interpersonal skills. Must be a strong team player.

 
Desired
  • Candidates who have worked on algorithms for Real-Time Bidding systems at various DSPs strongly preferred.

 
_Contact_:
Apply online.

You may also email a resume/CV directly to Mark at "masteven AT adobe dot-com". Please include the job title in the subject line.

At Adobe, you will be immersed in an exceptional work environment that is recognized throughout the world on Best Companies lists. You will also be surrounded by colleagues who are committed to helping each other grow through our unique Check-In approach where ongoing feedback flows freely.

If you're looking to grow your career, Adobe's the place for you. Discover what our employees are saying about their career experiences through the Adobe Life magazine.

Adobe is an equal opportunity employer. We welcome and encourage diversity in the workplace regardless of race, gender, disability or veteran status.

About Adobe United States

Adobe has over 5,900 employees in the U.S. and is headquartered in San Jose, California, with other office locations nationwide.

Sign Up