обновлено 3 дня назад
Senior Decision Intelligence Engineer
106 900 - 147 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Decision Intelligence Engineer (Machine Learning/Decision Intelligence): Building, deploying, and operating production ML and decisioning pipelines for a healthcare decision intelligence platform with an accent on reinforcement learning, feature engineering, MLOps, and optimization-aware decisioning. Focus on diagnosing policy failure modes, processing tens of millions of records, and delivering reliable, scalable, and auditable systems under production load.
Location: Remote nationwide in the United States; remote/hybrid work is available, with Boston, MA preferred. Occasional travel to offices for training or meetings may be required.
Salary: $106,900–$147,000 per year, plus eligibility for a bonus incentive plan.
Company
is a U.S. healthcare and health insurance company serving millions of members through insurance services and CenterWell healthcare services.
What you will do
- Build, deploy, and operate machine learning and decisioning pipelines for the NBA Decision Intelligence Platform.
- Develop production workflows for feature engineering, model scoring, monitoring, optimization, and MLOps.
- Design decision systems that select appropriate actions while respecting clinical eligibility, suppression rules, channel constraints, program goals, and operational capacity.
- Collaborate with ML engineers, data engineers, platform engineers, product owners, and decision engine teams.
- Deliver reliable, scalable, and auditable systems serving large user populations under production load.
Requirements
- Bachelor’s degree in computer science or a related field.
- At least 5 years of post-undergraduate software engineering or quantitative research experience building and operating large-scale production systems; the role also specifies at least 2 years of post-graduate experience.
- At least 2 years of hands-on production experience with reinforcement learning, operations research, or simulation-driven decision systems.
- Deep knowledge of Markov decision processes, Bellman-equation-based value estimation, reward shaping, exploration-exploitation tradeoffs, and constraint formulation.
- Proficiency in Python and experience with PyTorch or TensorFlow, Ray RLlib or equivalent distributed computation frameworks, Databricks, PySpark, Delta Lake, and MLflow.
- Must be able to work remotely within the United States; a dedicated workspace is required to protect member PHI and HIPAA information.
Nice to have
- Experience with multi-agent reinforcement learning, PettingZoo, or multi-agent simulation and coordination.
- Knowledge of linear programming, mixed-integer programming, Lagrangian relaxation, or constraint programming.
- Experience operating decision or optimization systems in regulated healthcare, finance, or insurance environments.
- Experience with Gymnasium, SimPy, AnyLogic, event-driven feedback loops, or OpenTelemetry instrumentation.
Culture & Benefits
- Remote or hybrid work with typical Monday–Friday business hours and a 40-hour work week.
- Medical, dental, and vision coverage.
- 401(k) retirement savings plan.
- Paid time off, company and personal holidays, and paid parental and caregiver leave.
- Short- and long-term disability coverage, life insurance, and other wellness benefits.
Hiring process
- Initial application prescreen.
- On-demand HireVue assessment with predetermined questions, expected to take approximately 10–15 minutes.
- Subsequent interviews for candidates who advance after assessment review.
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