Job description

ABOUT THRIVE MARKET Thrive Market was founded in 2014 with a mission to make healthy and sustainable living easy and affordable for everyone. As an online, membership-based market, we deliver the highest quality healthy, and sustainable products at member-only prices, while matching every paid membership with a free one for someone in need. Every day, we leverage innovative technology and member-first thinking to help our over 1,700,000+ members find better products, support better brands, and build a better world in the process. We are also a Certified B Corporation, a Public Benefit Corporation, and a Climate Neutral Certified company. Join us as we bring healthy and sustainable living to millions of Americans in the years to come. THE ROLE As Principal Machine Learning Engineer, you'll bridge hands-on MLOps execution with research-level thinking, a combination that spans everything from infrastructure to publication-grade experimentation. You'll read and implement cutting-edge ML papers, debate architecture and statistical methodology with the engineering team, and translate model results into clear business impact at company All Hands. Given how much large language models have reshaped what's possible, you'll also help shape Thrive Market's long-term vision for search and discovery. It's a role that runs the full arc from research to production to business outcomes, with real latitude to define how that work gets done. RESPONSIBILITIES: Build new ML systems from the ground up, close data gaps as they arise, and maintain and improve the existing ML pipeline. Read and implement ML papers on alternative model architectures, then run training experiments to benchmark results against current production models. From your scope help define the long-term search vision, especially given how LLMs have shifted what's possible Stand up and manage infrastructure, such as a Redis cluster, to support ML workloads. Weigh in on and help drive architecture decisions and statistical methodology alongside the broader engineering team. Help shape Thrive Market's long-term vision for search and discovery, informed by how large language models have changed what's possible to build. From your scope help define the long-term search vision, especially given how LLMs have shifted what's possible Present model results and roadmap, including business and revenue impact QUALIFICATIONS: 8+ years of machine learning engineering spanning both MLOps and research-oriented work, with demonstrated principal-level impact across the full loop from research paper to production implementation to business impact presentation Hands-on experience reading and implementing ML papers, and running comparative training experiments to evaluate new model architectures against production baselines Experience building and operating ML infrastructure and pipelines, such as standing up a Redis cluster Experience with, or an informed perspective on, search and discovery systems, particularly how large language models have changed what's feasible to build in house versus buy Comfortable operating as a cross-functional driver, not just an individual contributor, able to debate architecture and statistical methodology across teams Experience presenting technical results and roadmaps, including business and revenue impact, to broad or executive audiences PREFERRED: Hands-on experience with search, personalization, recommendations, ranking, or lifecycle modeling. Experience with MLOps best practices, including model versioning, CI/CD for ML, monitoring, and operating models in containerized and orchestrated environments (Docker, Kubernetes). Experience in e-commerce, marketplace, or subscription-based businesses. Familiarity with working in environments with moderate technical debt or evolving data foundations. Experience defining and owning metrics, experimentation frameworks, or model performance monitoring in production. Demonstrated ability to influence beyond immediate project scope, shaping best practices, standards, or strategy across teams. BELONG TO A BETTER COMPANY: Comprehensive health benefits (medical, dental, vision, life and disability) Competitive salary (DOE) + equity 401k Employer Match 9 Days of Observed Holidays Flexible Paid Time Off Subsidized ClassPass Membership with access to fitness classes and wellness and beauty experiences Ability to work in our beautiful office in Playa Vista Free Thrive Market membership with exclusive employee discount Coverage for Life Coaching & Therapy Sessions on our holistic mental health and well-being platform We're a community of more than 1 Million + members who are united by a singular belief: It should be easy to find better products, support better brands, make better choices, and build a better world in the process. At Thrive Market, we believe in building a diverse, inclusive, and authentic culture. If you are excited about this role along with our mission and values, we encourage you to apply. Thrive Market is an EEO/Veterans/Disabled/LGBTQ employer At Thrive Market, our goal is to be a diverse and inclusive workplace that is representative, at all job levels, of the members we serve and the communities we operate in. We’re proud to be an inclusive company and an Equal Opportunity Employer and we prohibit discrimination and harassment of any kind. We believe that diversity and inclusion among our teammates is critical to our success as a company, and we seek to recruit, develop and retain the most talented people from a diverse candidate pool. If you’re thinking about joining our team, we expect that you would agree! Employment with Thrive Market requires that employees be based in the United States. This is a condition of employment and must be maintained throughout the duration of employment. If you need assistance or accommodation due to a disability, please email us at eeo@thrivemarket.com and we’ll be happy to assist you. Ensure your Thrive Market job offer is legitimate and don't fall victim to fraud. Thrive Market never seeks payment from job applicants. Thrive Market recruiters will only reach out to applicants from an @thrivemarket.com email address. For added security, where possible, apply through our company website at www.thrivemarket.com . © Thrive Market 2026 All rights reserved. JOB INFORMATION Compensation Description - The base salary range for this position is $175,000 - $250,000/Per Year. Compensation may vary outside of this range depending on several factors, including a candidate’s qualifications, skills, competencies and experience, and geographic location. Total Compensation includes Base Salary, Stock Options, Health & Wellness Benefits, Flexible PTO, and more! This position requires traveling to our HQ office in Los Angeles, California, twice a year for all-company summits; once in the summer and once in the winter.

Requirements

Must-haves

Build new ML systems from the ground up, close data gaps as they arise, and maintain and improve the existing ML pipeline.
Stand up and manage infrastructure, such as a Redis cluster, to support ML workloads.
Weigh in on and help drive architecture decisions and statistical methodology alongside the broader engineering team.
Present model results and roadmap, including business and revenue impact
Hands-on experience reading and implementing ML papers, and running comparative training experiments to evaluate new model architectures against production baselines
Experience building and operating ML infrastructure and pipelines, such as standing up a Redis cluster
Experience with, or an informed perspective on, search and discovery systems, particularly how large language models have changed what's feasible to build in house versus buy
Comfortable operating as a cross-functional driver, not just an individual contributor, able to debate architecture and statistical methodology across teams
Experience presenting technical results and roadmaps, including business and revenue impact, to broad or executive audiences
Competitive salary (DOE) + equity
9 Days of Observed Holidays
Subsidized ClassPass Membership with access to fitness classes and wellness and beauty experiences
Ability to work in our beautiful office in Playa Vista
Coverage for Life Coaching & Therapy Sessions on our holistic mental health and well-being platform
We're a community of more than 1 Million + members who are united by a singular belief: It should be easy to find better products, support better brands, make better choices, and build a better world in the process.
At Thrive Market, we believe in building a diverse, inclusive, and authentic culture. If you are excited about this role along with our mission and values, we encourage you to apply.
Thrive Market is an EEO/Veterans/Disabled/LGBTQ employer
Employment with Thrive Market requires that employees be based in the United States. This is a condition of employment and must be maintained throughout the duration of employment.

Nice-to-haves

Hands-on experience with search, personalization, recommendations, ranking, or lifecycle modeling.
Experience with MLOps best practices, including model versioning, CI/CD for ML, monitoring, and operating models in containerized and orchestrated environments (Docker, Kubernetes).
Experience in e-commerce, marketplace, or subscription-based businesses.
Familiarity with working in environments with moderate technical debt or evolving data foundations.
Experience defining and owning metrics, experimentation frameworks, or model performance monitoring in production.
Demonstrated ability to influence beyond immediate project scope, shaping best practices, standards, or strategy across teams.

Application prep

Use the role’s language and application details while tailoring your materials.

Keywords to mirror

machine learningmlci/cddockerkubernetes

Platform: greenhouse
Effort: quick

Benefits

Benefits detected in the listing.

Dental

Vision

401k

Pto

Paid Time Off

Wellness