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Data Engineer with Scala/Spark and Java

Comtech

San Jose, CA, us

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About the role

Additional Information

All your information will be kept confidential according to EEO guidelines.

Company Description

Comtech LLC is a woman-owned small business focused on delivering end-to-end solutions and products. Since 1998, we have successfully serviced enterprises across the public and private sectors, and the Department of Defense. Our services span all aspects of business, providing a holistic approach for managing an organization.

Job Description

Primary Skills:
  • Big Data experience
  • 8+ years exp in Java, Python and Scala
  • With Spark and Machine Learning (3+)
  • Data mining, Data analysis

Roles and Responsibilities:
  • Gather and process raw data at scale (including writing scripts, web scraping, calling APIs, write SQL queries, etc.).
  • Work closely with our engineering team to integrate and build algorithms
  • Process unstructured data into a form suitable for analysis – and then do the analysis.
  • Support business decisions with ad hoc analysis as needed
  • Extract data from a variety of relational databases, manipulate, explore data  using quantitative, statistical and visualization tools
  • Inform the selection of appropriate modeling techniques to ensure that predictive models are developed using rigorous statistical processes
  • Establish and maintain effective processes for validating and updating predictive models
  • Analyze, model, and forecast health service utilization patterns/ trends and create capability to model outcomes of what-if scenarios for novel health care delivery models
  • Collaborate with internal business, analytics and data strategy partners to improve efficiency and increase applicability of predictive models into the core software products
  • Perform statistical analysis to prioritize in order to maximize success
  • Identify areas for improvement, communicating action plans
  • Perform strategic data analysis and research to support business needs
  • Identify opportunities to improve productivity via sophisticated statistical modeling
  • Explore data to identify opportunities to improve business results
  • Develop understanding of business processes, goals and strategy in order to provide analysis and interpretation to management
  • Gain understanding of business needs and necessary analysis where appropriate through internal discussion

Qualifications

Bachelors or Masters in related field