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This job description indicates the general nature and level of work expected of the incumbent. It is not designed to cover or contain a comprehensive listing of activities, duties or responsibilities required of the incumbent. Incumbent may be required to perform other related duties.
Job Responsibility:
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
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
Nice to have:
Knowledge of R a plus
What we offer:
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