Full-Time

Staff AI – ML Engineer

Posted on 11/10/2025

eHealth

eHealth

1-10 employees

Private health insurance marketplace and advisor

Compensation Overview

$152.2k - $190.3k/yr

+ Annual Bonus + Benefits

Remote in USA

Remote

Category
AI & Machine Learning (2)
,
Required Skills
Bash
Kubernetes
Python
JavaScript
MySQL
Data Science
Tensorflow
R
Pytorch
SQL
Machine Learning
Docker
REST APIs
Kibana
Data Analysis
Requirements
  • BS/MS in Computer Science, Machine Learning, AI, or similar field
  • 8+ years of working experience in software development with at least 4+ years focused on AI/ML
Responsibilities
  • Design, develop, and deploy AI/ML solutions for Core Service Engineering initiatives
  • Build and optimize RAG (Retrieval-Augmented Generation) systems to enhance our knowledge management and customer service capabilities
  • Develop AI agents and implement agent frameworks to automate complex workflows and decision-making processes
  • Create and refine prompts for various AI models to ensure optimal performance and accuracy
  • Train, fine-tune, and deploy machine learning models for production use cases
  • Work with talented team of engineers to deliver top quality AI/ML solutions on challenging projects to delight customers and business stakeholders
  • Collaborate with leaders in Engineering, Product Management, and other teams giving input on what is both intuitive and feasible from an AI/ML perspective
  • Contribute towards establishing AI/ML development standards & evaluating technology choices
  • Work in an environment where we move quickly, are always learning, and enjoy a challenge
  • Demonstrate eHealth's values in your behaviors, practices, and decisions
Desired Qualifications
  • Proven track record of delivering innovative AI/ML solutions across complex systems and enterprise environments
  • Strong experience with Retrieval-Augmented Generation (RAG) architectures and their practical implementation
  • Hands-on expertise in building AI agents using frameworks such as LangChain, AutoGen, Cognify, and CrewAI
  • Deep knowledge of prompt engineering and optimization strategies for maximizing model performance
  • Extensive experience in training, fine-tuning, and deploying both traditional machine learning models and large language models (LLMs)
  • Skilled in working with open-source LLMs (e.g., LLaMA, Mistral, Falcon), including training from scratch and fine-tuning using frameworks like LoRA, QLoRA, and PEFT
  • Proficient in Python and modern ML libraries including TensorFlow, PyTorch, NeuroNest, and Hugging Face
  • Experienced in deploying ML models at scale using microservices architecture and MLOps best practices for versioning, monitoring, and automation
  • Strong background in database technologies, including SQL, NoSQL, and vector databases for embedding and retrieval tasks
  • Familiar with cloud platforms such as AWS and GCP, with hands-on experience using services like SageMaker, Bedrock, and Vertex AI
  • Skilled in developing real-time ML pipelines using tools like Apache Kafka
  • Collaborative experience working with product managers to define AI/ML features and break them down into actionable engineering tasks
  • Proven ability to coordinate across multiple engineering teams and geographies to deliver high-quality projects on schedule
  • Strong coding skills and experience in collaborative development environments, including code reviews and mentoring
  • Capable of identifying project risks and proposing effective mitigation strategies
  • Adept at integrating AI tools into the software development lifecycle to enhance productivity and innovation
  • Experience modernizing legacy systems through AI/ML-driven approaches
  • Contributions to open-source AI/ML projects and/or published research in the field
  • Experience building and deploying custom LLM solutions, including multi-modal AI systems
  • Knowledgeable in responsible AI practices, including bias detection and mitigation

eHealth operates the largest private health insurance marketplace in the United States. It helps individuals, families, employers, and Medicare beneficiaries shop, compare, and enroll in health insurance plans through an independent advisory platform. The product combines a user-friendly online interface with licensed insurance agents who provide personalized guidance, offering a wide range of plans such as Medicare, dental, vision, and short-term medical coverage. Plans are displayed in one place, and users can receive help evaluating options and completing enrollment. Revenue comes from commissions paid by insurance carriers for each policy sold via the platform. Compared with competitors, eHealth emphasizes a broad plan selection, licensed agent support, and Medicare-focused options to simplify the purchasing process. The company's goal is to simplify the insurance-buying experience and help customers find the most suitable coverage with clear advice.

Company Size

1-10

Company Stage

IPO

Headquarters

Mountain View, California

Founded

1997

Simplify Jobs

Simplify's Take

What believers are saying

  • Medicare lifetime values rose with PDP up 78%, Supplement 19%, MA 3% in Q1 2026.
  • $125M Manulife credit facility at SOFR+6.50% repaid $70M debt, adds flexibility.
  • Targeting $90M FY2026 cost cuts via headcount reductions and vendor consolidation.

What critics are saying

  • GoHealth captures 150,000 more Medicare members than eHealth in 2025 via agents.
  • Major MA insurer cuts marketing investment, drops commissions 20-30% in 2026.
  • CMS 2026 star ratings downgrade 70% of eHealth plans, cuts enrollments 15%.

What makes eHealth unique

  • eHealth operates largest private online health insurance marketplace with 180+ insurers.
  • Licensed agents provide personalized advisory matching Medicare and ancillary plans.
  • Launched lifetime advisory model and final expense insurance in April 2026.

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Benefits

Health Insurance

Dental Insurance

Vision Insurance

401(k) Company Match

Phone/Internet Stipend

Unlimited Paid Time Off

Tuition Reimbursement

Company News

Yahoo Finance
Mar 15th, 2026
eHealth price target cut to $3 from $9 by RBC on weaker 2026 revenue outlook

RBC Capital has slashed eHealth's price target to $3 from $9, maintaining a Sector Perform rating, citing a softer 2026 outlook despite strong fourth-quarter results. The downgrade stems from conservative forecasts for the next annual enrollment cycle and reduced marketing investment from a major Medicare Advantage insurer. eHealth reported fourth-quarter revenue of $326.2 million, up 4% year-over-year, driven by better-than-expected Medicare performance. Full-year revenue reached $554 million, also up 4%. However, GAAP net income fell to $87.2 million from $97.5 million due to a higher tax rate, whilst adjusted EBITDA rose 10% to $132.9 million. The company projects 2026 revenue between $405 million and $445 million. eHealth operates an online marketplace for Medicare and individual health insurance plans.

eHealth
Mar 12th, 2026
eHealth Executives to speak at Medicarians 2026.

eHealth Executives to speak at Medicarians 2026. March 12, 2026 Executives Brad Rocque and Kate Sullivan to discuss the future of employer-sponsored benefits, including the growing adoption of Individual Coverage Health Reimbursement Arrangements INDIANAPOLIS, March 12, 2026 - eHealth (Nasdaq: EHTH), a leading private health insurance marketplace, today announced two of its senior leaders will participate in panel discussions at Medicarians 2026, the nation's largest gathering of professionals serving the health and personal finance needs of American seniors. The conference will take place April 20-22, 2026 in Las Vegas with over 5,000 attendees expected. Brad Rocque, eHealth's vice president of business development, enterprise & employer development, will speak on the panel "ICHRA & Other Alternative Solutions" on Monday, April 20, from 4:20 p.m. to 5:00 p.m. Mr. Rocque will join a panel of industry leaders discussing the evolving landscape of Individual Coverage Health Reimbursement Arrangements (ICHRA) and other innovative options shaping the future of employer-sponsored benefits. Kate Sullivan, eHealth's vice president of government affairs, will participate in the panel "ICHRA Federal & State Updates: What Agents Need to Know," scheduled for Wednesday, April 22 from 3:40 p.m. to 4:15 p.m. Ms. Sullivan will provide insight into the regulatory environment surrounding ICHRAs and key compliance considerations affecting brokers and employers. More information about the event is available at www.medicarians.com. About eHealth (NASDAQ: EHTH) ehealthinsurance.com is Matchmakers. For over 25 years, eHealth has helped millions of Americans find the healthcare coverage that fits their needs at a price they can afford. As a leading independent licensed insurance agency and advisor, eHealth offers access to over 180 health insurers, including national and regional companies.

Yahoo Finance
Feb 25th, 2026
EHealth reports Q4 net income of $87.2M with revenue of $326.2M

EHealth, an Austin-based provider of internet-based health insurance agency services, reported net income of $87.2 million in its fourth quarter, with earnings of $2.17 per share on an adjusted basis. The company posted quarterly revenue of $326.2 million. For the full year, EHealth reported profit of $40 million, or 34 cents per share, on revenue of $554 million. The company has issued guidance for full-year revenue between $405 million and $445 million.

PR Newswire
Jan 6th, 2026
eHealth Announces $125 Million Asset-Based Revolving Credit Facility

/PRNewswire/ -- eHealth, Inc. (Nasdaq: EHTH), a leading private online health insurance marketplace ("eHealth"), today announced that its subsidiary,...

Stock Titan
Jan 6th, 2026
eHealth secures $125M revolving credit facility to repay debt and strengthen capital structure

eHealth has secured a $125 million asset-based revolving credit facility with Manulife | Comvest Credit Partners, strengthening its capital structure. The company used proceeds to repay approximately $70 million outstanding under its existing Blue Torch term loan. The credit facility offers more favourable pricing at SOFR plus 6.50% compared to the previous loan and includes a three-year maturity term. It also features a flexible borrowing base that could increase funding by up to $50 million at the lender's discretion. The Austin-based private online health insurance marketplace said the deal provides greater financial flexibility and positions the company for long-term success. eHealth's subsidiary, eHealthInsurance Services, entered into the facility agreement.

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