The Data Engineer will process raw data, develop predictive models, and conduct statistical analysis to support business decisions, collaborating with engineering teams and business partners.
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.
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
Bachelors or Masters in related field
Additional InformationAll your information will be kept confidential according to EEO guidelines.
Top Skills
Java
Python
Scala
Spark
SQL
Similar Jobs
Big Data • Food • Hardware • Machine Learning • Retail • Automation • Manufacturing
The Sr. Manager Operational Excellence will enhance efficiency and compliance in logistics and supply chain through strategic initiatives, mentorship, and performance management.
Top Skills:
Inventory ManagementLogistics ManagementPerformance AnalysisProject ManagementSupply Chain Management
Aerospace • Cloud • Digital Media • Information Technology • Mobile • News + Entertainment • Generative AI
The Regional Account Executive will drive sales growth through training, coaching, and supporting local marketing initiatives while managing dealer relationships and compliance with brand standards.
Fintech • Information Technology • Insurance • Financial Services • Big Data Analytics
The Client Services Consultant provides administrative support and excellent customer service, managing large group insurance clients, leading projects, and ensuring client satisfaction.
Top Skills:
ExcelMicrosoft Office SuitePowerPoint
What you need to know about the Los Angeles Tech Scene
Los Angeles is a global leader in entertainment, so it’s no surprise that many of the biggest players in streaming, digital media and game development call the city home. But the city boasts plenty of non-entertainment innovation as well, with tech companies spanning verticals like AI, fintech, e-commerce and biotech. With major universities like Caltech, UCLA, USC and the nearby UC Irvine, the city has a steady supply of top-flight tech and engineering talent — not counting the graduates flocking to Los Angeles from across the world to enjoy its beaches, culture and year-round temperate climate.
Key Facts About Los Angeles Tech
- Number of Tech Workers: 375,800; 5.5% of overall workforce (2024 CompTIA survey)
- Major Tech Employers: Snap, Netflix, SpaceX, Disney, Google
- Key Industries: Artificial intelligence, adtech, media, software, game development
- Funding Landscape: $11.6 billion in venture capital funding in 2024 (Pitchbook)
- Notable Investors: Strong Ventures, Fifth Wall, Upfront Ventures, Mucker Capital, Kittyhawk Ventures
- Research Centers and Universities: California Institute of Technology, UCLA, University of Southern California, UC Irvine, Pepperdine, California Institute for Immunology and Immunotherapy, Center for Quantum Science and Engineering
