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2016-10-19 14:49:47
Responsibilities:
Key Skills:
Data Scientist Machine Learning/Big Data loc : Greater San Diego Area
2016-10-19 14:49:47
Job Type:
Full Time only
Budget $: 100,000 - 200,000
Budget $: 100,000 - 200,000
Responsibilities:
- Analyze and model structured data using advanced statistical methods and implement algorithms and software needed to perform analyses.
- Cluster large amounts of R&D and clinical laboratory generated content and process data in large-scale environments using Amazon EC2, Storm, Hadoop and Spark.
- Perform machine learning, and statistical analysis methods, such as classification, collaborative filtering, association rules, time-series analysis, regression, statistical inference, and validation methods.
- Design and develop novel algorithms to mine through massive volumes of genetic dataPerform explanatory data analyses, generate and test working hypotheses, prepare and analyze historical data and identify patterns.
- PhD in applied Computer Science, Mathematics, Physics, Engineering or Statistics required.3+ years of Machine Learning and/or Predictive Analytics experience.
- 3+ years of Data Mining tools such as SAS (Base/Stat, EM, SNA, VA) and R.Excellent understanding of computer science fundamentals, data structures, and algorithms.Outstanding coding skills in Java, python, C++, C# or similar.
- Expertise in data mining, information retrieval, text mining, graph theory, and signal processing is highly preferred.
- Extended experience with Big Data technology (Spark, Hadoop, Hive).
- Track record in combining analytic methods with advanced data visualizations.
- Expert ability to breakdown and clearly define problems.
- Ability to work with minimal supervision to find solutions to complex problems
Key Skills:
