The Advanced Analytics team within the Internet Services group has an opening for a craftsman skilled in Data Mining and Machine Learning.
Company: Apple, Inc.
Location: Cupertino, CA
Web: jobs.apple.com
The person will be responsible for designing, developing and maintaining systems, in whole or in parts, involving the following techniques:
- Artificial Intelligence
- Machine Learning
- Large Scale Data Mining
- Network Analysis
These skills are required for developing predictive models of user behavior, finding anomalies in transactions, Pattern Recognition, Language Processing and Mining Unstructured data. The
person will get the opportunity to contribute to projects ranging from the ones involving massive datasets to the ones solving small scale but very complex problems using machine learning and probabilistic modeling techniques.
The position will be responsible for :
- Data Collection/identification from existing internal databases and external/public data sources.
- Analyzing data to build analytical models for solving high-value business problems
- Implementing standard and proprietary algorithms for handling and processing the data.
- Incorporating the algorithms in distributed and parallel software systems.
- Writing infrastructural components of the solutions.
- Working with other engineers and managers to help identify viable solutions to business
problems and implement end to end analytics solutions.
Required Skills/Education :
- Masters or PhD in Computer Science, Statistics or Mathematics
- Deep understanding of Machine Learning and Data Mining techniques.
- Thorough knowledge of supervised and unsupervised modeling techniques.
- Expertise in Core Java, Python, Matlab/R.
- Hands on experience with Hadoop and related technologies.
- Working knowledge of SQL and NoSQL databases.
- Ability to build scalable systems to efficiently process and analyze very large data sets.
- Ability to work with incomplete or imperfect data to extract usable information.
- Ability to build and interpret probabilistic models of complex, high-dimensional systems.
- Ability to work independently and in a team to research innovative solutions to challenging
business/technical problems.
- Attention to detail, data accuracy and quality of output.
- Results oriented and deadline driven.
- Excellent communication skills
Desired Skills :
- Experience with Mahout is a big plus
- Experience in large scale Graph processing
- Knowledge of NLP is a big plus
- Experience in Image Processing is a plus
_Contact_:
To apply please visit:
www.apple.com/jobs/us/startsearch.html
and search corporate jobs for requisition number: 9227670
or use
Direct link to Data Mining Engineer job
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