Senior ML Engineer
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Job Description
Senior ML Engineer developing machine learning models for healthcare, ensuring accuracy and performance results. Collaborating with technical teams and researching new ML technologies.
Responsibilities:
- Transform data science prototypes to production quality tools
- Ensure that machine learning (ML) models generate accurate results for end users
- Assist with managing ML software and platforms used for computing and model deployment
- Run tests on ML models and interpret the results
- Use those results to improve the models as needed
- Identify changes in data inputs that can affect model performance
- Communicates effectively with both internal and external clients, explaining highly technical methods and processes to audiences of varying technical backgrounds
- Continuously studying and researching new ML tools and technologies
- Participates in evaluation of vendor artificial intelligence solutions, acting as the data science subject matter expert on behalf of the enterprise
Requirements:
- Bachelor’s degree in computer science, data science, mathematics, statistics, or other related field requiring advanced analytics
- 5 years in deploying, monitoring, and iterating upon machine learning models in production
- Strong analytical thinker, able discern business needs
- Advanced proficiency in Python code writing
- Knowledge of R a plus
- Extensive knowledge of ML libraries, frameworks, and data structures
- Proficiency in SQL or other database language
- Experience with version control systems such as Git, and ML packaging solutions such as Docker
- Demonstrated self-directed, results oriented and creative approach to problem identification and solving
- Demonstrated ability to work independently with little supervision
Benefits:
- Paid Time Off programs
- Health and welfare benefits such as medical, dental, vision, life, and Short- and Long-Term Disability
- Flexible Spending Accounts for eligible health care and dependent care expenses
- Family benefits such as adoption assistance and paid parental leave
- Defined contribution retirement plans with employer match and other financial wellness programs
- Educational Assistance Program
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