Senior Data Scientist - Autonomous Systems Development

Humana

United States

United States

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À propos

Join Our Innovative Team at Humana The Enterprise AI organization at Humana is at the forefront of AI advancements in healthcare. We're dedicated to enhancing care quality and improving user experiences for millions of people. We seek talented individuals to help create powerful AI models and pipelines that adhere to best practices in accountable AI for effective risk management. Join us in shaping the future of healthcare through exceptional AI solutions. We are developing advanced autonomous systems designed to tackle complex goals independently. We are looking for a seasoned expert in agent design, planning, and control to develop and evaluate agents that can set, adapt, and pursue goals in dynamic environments. Your expertise will be vital in establishing the principles that ensure AI agents remain reliable, interpretable, and robust in long-term tasks. Key Responsibilities Create architectures for goal-setting and decomposition mechanisms tailored for autonomous agents operating in uncertain environments.
Design and implement dynamic planning systems, incorporating hierarchical planning, curriculum learning, and self-refinement processes.
Collaborate on frameworks for memory, tool use, and feedback loops that enable agents to perform multi-step, self-guided tasks.
Develop evaluation metrics that ensure alignment with human intent and monitor progress toward long-term objectives.
Prototype agents that efficiently interact with APIs, MCP servers, search engines, databases, or real-world actuators.
Explore techniques to identify and rectify goal misalignment, looping behaviors, or unwanted emergent strategies.
Work collaboratively across teams to ensure goal alignment integrates with safety and operational reliability.
Technical Skills Strong command of SQL, Python, and data analysis/data mining tools.
Familiarity with machine learning frameworks such as Pytorch, JAX, LangChain, LangGraph, or AutoGen.
Experience in developing high-performance, large-scale ML systems.
Knowledge of language modeling and transformers.
Understanding of symbolic planning, causal reasoning, and model-based reinforcement learning.
Experience handling large-scale ETL processes.
Make Your Impact Required Qualifications Master's Degree with at least 4 years of experience in research, ML engineering, or as an applied research scientist, ideally in developing production-ready AI solutions.
A minimum of 2 years of experience in leading AI/ML system development.
Preferred Qualifications Ph.D. in Computer Science, Data Science, Machine Learning, or a related discipline.
Experience deploying autonomous or semi-autonomous agents either in production or simulation contexts.
Familiarity with large language model-based agents featuring self-reflection mechanisms or hierarchical task decomposition.
Knowledge of autonomy risk mitigation strategies such as off-switch protocols or bounded rationality.
Additional Information Work Style:
This position is remote within the US. Why Choose Humana? At Humana, we prioritize our employees' well-being, as it directly affects our success. We offer resources to support your happiness, health, and productivity: Work-Life Balance
Generous PTO package
Health benefits effective on day one
Annual Incentive Plan
401K with excellent company match
Well-being program
Paid Volunteer Time Off
If you're passionate about making a positive impact on others' lives, Humana could be the perfect fit for you. Work from Home Guidelines To facilitate effective remote work, a self-provided internet connection is required, with a minimum download speed of 25 Mbps and upload speed of 10 Mbps; wired cable or DSL is recommended.
Satellite, cellular, and microwave connections are permitted only with leadership approval.
Associates in California, Illinois, Montana, or South Dakota will receive bi-weekly payments for internet expenses.
Humana will provide necessary phone equipment as required.
Work should be conducted from a dedicated space to minimize interruptions and safeguard member PHI/HIPAA information.
SSN Alert Statement Humana is committed to protecting personal identities. Applicants may need to provide their Social Security Number via a secure process if necessary. Although this role is remote, occasional travel to Humana's offices for meetings or training may be required.
Scheduled Weekly Hours : 40 Pay Range : The estimated starting base pay for full-time employment ranges from $142,300 to $195,700 per year, varying based on location and qualifications. This role is also eligible for a performance-based bonus incentive plan. Benefits Overview : Humana provides competitive benefits that promote overall well-being, including medical, dental, and vision plans, a 401(k) retirement savings plan, paid leave, volunteer time, short- and long-term disability, life insurance, and more. Application Deadline: 02-27-2026 About Us Humana Inc. (NYSE: HUM) prioritizes health for our teammates, customers, and communities. Through our insurance services and CenterWell healthcare services, we empower millions to achieve their best health. Equal Opportunity Employer Humana is an equal opportunity employer, committed to diversity and inclusion. We encourage applications from individuals with disabilities or protected veteran status, ensuring decisions are made based on valid job requirements.

United States

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