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Senior Software Engineer - Machine Learning
Job in
Santa Clarita, Los Angeles County, California, 91382, USA
Listed on 2025-12-14
Listing for:
huMannity Medtec
Full Time
position Listed on 2025-12-14
Job specializations:
-
Software Development
Software Engineer, Machine Learning/ ML Engineer, Python
Job Description & How to Apply Below
Senior Software Engineer - Machine Learning
Base pay range: $90.00/hr – $106.00/hr
Key Responsibilities- Conduct ETL, EDA, and feature engineering.
- Design, prototype, and implement machine learning algorithms and data analysis procedures, with emphasis on biomedical time-series data and small datasets.
- Develop robust, practical methods for classification, anomaly detection, regression, and prediction problems.
- Develop, test, and maintain production‑grade Python following best practices in version control, testing, and documentation.
- Collaborate across teams to translate algorithmic concepts into rigorously tested real‑world embedded and/or cloud implementations.
- Communicate findings and methods clearly to both technical and non‑technical stakeholders.
- Experience:
Minimum of 5+ years designing, testing, and deploying machine learning algorithms in real‑world applications. - Education:
B.S. or M.S. in Computer Science, Electrical Engineering, or a closely related field. - Core foundations:
Strong, first‑principles understanding of probability, classical statistics, linear algebra, optimization, and classical as well as modern machine learning methods combined with keen intuition. - Technical proficiency:
- Deep expertise in Python (including pandas, numpy, scipy, matplotlib/plotly, scikit‑learn, and testing frameworks such as pytest or unittest).
- Experience with Matlab and C/C++ desired.
- High degree of comfort with CI platforms, Git, Jira, and Bitbucket.
- Knowledge of signal processing methods is desired.
- Code Development:
Proven experience building and maintaining production‑quality Python‑based architectures. - Approach:
Combines systematic, detail‑oriented thinking with creativity and the ability to apply the 80/20 rule effectively when quick turnarounds are expected. - Communication:
Rock solid written and verbal communication skills for both technical and non‑technical audiences.
Work Week: 9/80
Seniority level:
Mid‑Senior level
Employment type:
Contract
Position Requirements
10+ Years
work experience
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