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We are seeking Lead AI Engineers who have extensive hands-on experience developing Python-based applications intended for use by others, beyond just building models or conducting data analysis. The candidate will have a strong background in both traditional machine learning and emerging generative AI technologies.
As a Lead AI Engineer, you will play a key role in developing and deploying innovative AI-powered solutions, working with large-scale datasets and cutting-edge tools to solve complex business challenges. You will collaborate closely with data scientists and fellow engineers, contributing to the entire AI development lifecycle from data ingestion to software deployment and monitoring.
Responsibilities
Explore and implement generative AI technologies using Large Language Models and other generative models to create innovative solutions.
Build and maintain robust APIs for enabling Retrieval-Augmented Generation and generative AI agents within business use cases.
Design, develop, and maintain robust data pipelines for ingestion, processing, and transformation of large datasets.
Assist our data science team in the development and deployment of traditional machine learning models.
Collaborate with data scientists to understand model requirements and translate them into scalable engineering solutions.
Monitor and maintain performance and reliability of deployed APIs, models, and data pipelines.
Stay up to date with the latest advancements in machine learning, generative AI, and related technologies.
Required Qualifications
Bachelor's Degree in a quantitative discipline (e.g., Computer Science, Mathematics, Statistics, or a related field) with a minimum of 5 years of professional experience; OR
Master's Degree in a similar field with at least 5 years of relevant experience.
7+ years of Python application development
and data manipulation libraries (e.g., Pandas, NumPy).
Familiarity with API frameworks (e.g., FastAPI, Flask) and RESTful API concepts.
Strong understanding of machine learning frameworks (e.g., TensorFlow, PyTorch, Scikit-learn).
Familiarity with cloud platforms (e.g., AWS, Google Cloud, Azure).
3+ years of experience with containerization (e.g., Docker, Kubernetes).
3+ years of experience with CI/CD tools, pipelines.
Experience working with Large Language Model (LLM) in application development.
Experience with version control systems (e.g., Git) and software development best practices.
Preferred Qualifications
Excellent problem-solving skills and ability to work in a collaborative environment.
Knowledge of generative AI frameworks such as Langchain or Pydantic AI.
Experience deploying software using tools like Docker and Kubernetes.
Experience with deep learning techniques and frameworks.
Knowledge of natural language processing (NLP).
Familiarity with big data technologies (e.g., Hadoop, Spark).
Additional Information
For your awareness, if you are selected, the first-round interview will consist of a "screen share" technical exercise that will be completed in Python. Please ensure you have the necessary tools and environment set up to facilitate this exercise.
Work Environment and Benefits
To ensure Home or Hybrid Home/Office employees’ ability to work effectively, the self-provided internet service must meet minimum criteria: download speed 25 Mbps and upload speed 10 Mbps. Wireless or wired connections are acceptable; satellite/cellular/microwave require leadership approval.
Employees in Home locations in California, Illinois, Montana, or South Dakota may receive bi-weekly internet expense payments.
Humana will provide telephone equipment appropriate to meet business requirements for Home or Hybrid Home/Office employees.
Work from a dedicated space without ongoing interruptions to protect member PHI / HIPAA information.
Travel: Remote position with occasional travel to Humana offices for training or meetings.
Schedule and Compensation
Scheduled Weekly Hours:
40
Pay Range:
$142,300 - $195,700 per year. This range is a good faith estimate and may vary based on location and experience. Eligible for a bonus incentive plan.
Description of Benefits
Humana offers competitive benefits that support whole-person well-being, including medical, dental and vision benefits, 401(k), time off, disability, life insurance, and additional opportunities.
About Us
Humana Inc. (NYSE: HUM) is committed to putting health first for teammates, customers and the company. Through Humana insurance services and CenterWell healthcare services, we aim to improve quality of life for people across diverse communities.
Equal Opportunity Employer
Humana does not discriminate based on race, color, religion, sex, sexual orientation, gender identity, national origin, age, marital status, genetic information, disability or protected veteran status. We comply with applicable civil rights laws and provide free language interpreter services. See our accessibility resources.