{"schemaVersion":"jobsearcher.job.v1","id":"eee0ee7b3b2853fe554afda1","url":"https://jobsearcher.com/jobs/eee0ee7b3b2853fe554afda1","canonicalUrl":"https://jobsearcher.com/jobs/eee0ee7b3b2853fe554afda1","title":"Engineering Manager, Model Infrastructure","description":"Location\nSan Francisco\nEmployment Type\nFull time\nLocation Type\nHybrid\nDepartment\nEngineering\nCompensation\n$260K – $340K • Offers Equity • Offers Bonus\nAdditionally, this role is eligible to participate in our equity plan and benefits program. Benefits include, but not limited to: Comprehensive health, dental and vision coverage, retirement benefits (401k match up to 4%), and flexible PTO.\n\nWhy Harvey\nAt Harvey, we’re transforming how legal and professional services operate. By combining frontier agentic AI, an enterprise-grade platform, and deep domain expertise, we’re reshaping how critical knowledge work gets done for decades to come.\nThis is a rare chance to help build a generational company at a true inflection point. With 2400+ customers in 70+ countries, strong product-market fit, and world-class investor support, we’re scaling fast and defining a new category in real time. The work is ambitious, the bar is high, and the opportunity for growth — personal, professional, and financial — is unmatched.\nOur team moves fast, takes ownership, and is deeply committed to the mission — operating with intensity, staying close to our customers, and pushing each other for excellence. We live by three values: Decisiveness, Simplicity, and Job's Not Finished. We act quickly on clear judgment over perfect information, we believe simplicity is what scales, and we're never satisfied with where we are. If you want to do the best work of your career alongside people who share that drive, we'd love to build with you.\nAt Harvey, the future of professional services is being written today — and we’re just getting started.\nRole Overview\nAs the Engineering Manager for Model Infrastructure, you'll lead the team responsible for the platform powering every model request across Harvey. You'll partner closely with AI Research, Product Engineering, Infrastructure, and external AI providers to ensure our platform remains reliable, scalable, and cost-efficient as our business grows.\nModel Infrastructure is one of Harvey's most strategic engineering organizations. Every product capability—from chat experiences and agents to document workflows and future reasoning systems—depends on this platform.\nOver the next several years, the team will evolve beyond operating third-party models to building the infrastructure that enables Harvey to train, evaluate, deploy, and operate our own frontier AI models. This role offers the opportunity to shape the technical foundation of Harvey's AI platform and build an organization that will power the company's next phase of growth.\nWhat You'll Do\nLead and grow a high-performing team of software engineers responsible for Harvey's Model Infrastructure platform.\nDefine the technical roadmap for model reliability, scalability, and operational excellence.\nBuild highly reliable systems for model provisioning, capacity management, failover, and incident response across multiple AI providers.\nOwn Harvey's multi-provider model platform, including provider integrations, SDK upgrades, API migrations, and onboarding new model providers.\nDrive the evolution of our Unified Model Controller (UMC) and Model Selector platform to automatically detect degraded models and intelligently route traffic based on health, latency, quality, compliance, and cost.\nImprove observability through health dashboards, alerting, token usage analytics, cost reporting, and end-to-end model telemetry.\nPartner with Product Engineering to support new model launches, capacity planning, experimentation, and proactive production monitoring.\nLead initiatives to improve inference efficiency, reduce infrastructure costs, and increase model utilization across providers.\nBuild the infrastructure foundation for Harvey's future model training efforts, including data pipelines, model operations, training environments, and AI platform capabilities.\nPartner with executive leadership on long-term AI infrastructure strategy and vendor relationships.\nRecruit, mentor, and develop exceptional engineering talent while fostering a culture of technical excellence and operational ownership.\nWhat You Have\n8+ years of software engineering experience, including multiple years managing high-performing engineering teams.\nExperience leading teams responsible for large-scale distributed systems or cloud infrastructure.\nStrong technical background that enables you to guide architectural decisions and mentor senior engineers.\nExperience operating highly available production services with strong reliability and operational excellence.\nExperience building platforms that require scalability, observability, automation, and cost optimization.\nStrong cross-functional leadership skills with the ability to partner effectively across Engineering, Research, Product, and external vendors.\nExcellent communication skills and the ability to influence technical strategy across organizations.\nA passion for building teams and developing engineering talent.\nNice to Have\nExperience with AI infrastructure, LLM serving, or machine learning platforms.\nExperience working with multiple model providers such as OpenAI, Anthropic, Azure OpenAI, Fireworks, Baseten, or open-source model ecosystems.\nExperience building inference platforms, model gateways, traffic routing systems, or policy-based serving infrastructure.\nExperience with Kubernetes, cloud infrastructure, distributed systems, and large-scale observability platforms.\nExperience supporting GPU infrastructure, model training platforms, or ML infrastructure.\nFamiliarity with data platforms and technologies such as Spark, Kafka, Flink, Airflow, or Iceberg.\nExperience leading organizations through periods of rapid growth and technical transformation.\nCompensation\n$260,000 - $340,000 USD\nDepending on your location, an Applicant Privacy Notice may apply to you. You can find all of our Applicant Privacy Notices here.\n#LI-AN2\nHarvey is an equal opportunity employer and does not discriminate on the basis of race, gender, sexual orientation, gender identity/expression, national origin, disability, age, genetic information, veteran status, marital status, pregnancy or related condition, or any other basis protected by law.\nWe are committed to providing reasonable accommodations to applicants with disabilities, and requests can be made by emailing accommodations@harvey.ai","company":"Harvey","rawCompany":"harvey","city":"Millbrae","state":"CA","isRemote":false,"isActive":true,"createdAt":"2026-07-27T10:51:56.671Z","occupations":[{"code":"15-1299.08","title":"Computer Systems Engineers/Architects","slug":"computer-systems-engineers-architects"},{"code":"11-9041.00","title":"Architectural and Engineering Managers","slug":"architectural-and-engineering-managers"},{"code":"11-3021.00","title":"Computer and Information Systems Managers","slug":"computer-and-information-systems-managers"}],"industries":[{"code":"513210","title":"Software Publishers","slug":"software-publishers"},{"code":"541512","title":"Computer Systems Design Services","slug":"computer-systems-design-services"},{"code":"541511","title":"Custom Computer Programming Services","slug":"custom-computer-programming-services"}],"jobPosting":{"@context":"https://schema.org","@type":"JobPosting","title":"Engineering Manager, Model Infrastructure","description":"Location\nSan Francisco\nEmployment Type\nFull time\nLocation Type\nHybrid\nDepartment\nEngineering\nCompensation\n$260K – $340K • Offers Equity • Offers Bonus\nAdditionally, this role is eligible to participate in our equity plan and benefits program. Benefits include, but not limited to: Comprehensive health, dental and vision coverage, retirement benefits (401k match up to 4%), and flexible PTO.\n\nWhy Harvey\nAt Harvey, we’re transforming how legal and professional services operate. By combining frontier agentic AI, an enterprise-grade platform, and deep domain expertise, we’re reshaping how critical knowledge work gets done for decades to come.\nThis is a rare chance to help build a generational company at a true inflection point. With 2400+ customers in 70+ countries, strong product-market fit, and world-class investor support, we’re scaling fast and defining a new category in real time. The work is ambitious, the bar is high, and the opportunity for growth — personal, professional, and financial — is unmatched.\nOur team moves fast, takes ownership, and is deeply committed to the mission — operating with intensity, staying close to our customers, and pushing each other for excellence. We live by three values: Decisiveness, Simplicity, and Job's Not Finished. We act quickly on clear judgment over perfect information, we believe simplicity is what scales, and we're never satisfied with where we are. If you want to do the best work of your career alongside people who share that drive, we'd love to build with you.\nAt Harvey, the future of professional services is being written today — and we’re just getting started.\nRole Overview\nAs the Engineering Manager for Model Infrastructure, you'll lead the team responsible for the platform powering every model request across Harvey. You'll partner closely with AI Research, Product Engineering, Infrastructure, and external AI providers to ensure our platform remains reliable, scalable, and cost-efficient as our business grows.\nModel Infrastructure is one of Harvey's most strategic engineering organizations. Every product capability—from chat experiences and agents to document workflows and future reasoning systems—depends on this platform.\nOver the next several years, the team will evolve beyond operating third-party models to building the infrastructure that enables Harvey to train, evaluate, deploy, and operate our own frontier AI models. This role offers the opportunity to shape the technical foundation of Harvey's AI platform and build an organization that will power the company's next phase of growth.\nWhat You'll Do\nLead and grow a high-performing team of software engineers responsible for Harvey's Model Infrastructure platform.\nDefine the technical roadmap for model reliability, scalability, and operational excellence.\nBuild highly reliable systems for model provisioning, capacity management, failover, and incident response across multiple AI providers.\nOwn Harvey's multi-provider model platform, including provider integrations, SDK upgrades, API migrations, and onboarding new model providers.\nDrive the evolution of our Unified Model Controller (UMC) and Model Selector platform to automatically detect degraded models and intelligently route traffic based on health, latency, quality, compliance, and cost.\nImprove observability through health dashboards, alerting, token usage analytics, cost reporting, and end-to-end model telemetry.\nPartner with Product Engineering to support new model launches, capacity planning, experimentation, and proactive production monitoring.\nLead initiatives to improve inference efficiency, reduce infrastructure costs, and increase model utilization across providers.\nBuild the infrastructure foundation for Harvey's future model training efforts, including data pipelines, model operations, training environments, and AI platform capabilities.\nPartner with executive leadership on long-term AI infrastructure strategy and vendor relationships.\nRecruit, mentor, and develop exceptional engineering talent while fostering a culture of technical excellence and operational ownership.\nWhat You Have\n8+ years of software engineering experience, including multiple years managing high-performing engineering teams.\nExperience leading teams responsible for large-scale distributed systems or cloud infrastructure.\nStrong technical background that enables you to guide architectural decisions and mentor senior engineers.\nExperience operating highly available production services with strong reliability and operational excellence.\nExperience building platforms that require scalability, observability, automation, and cost optimization.\nStrong cross-functional leadership skills with the ability to partner effectively across Engineering, Research, Product, and external vendors.\nExcellent communication skills and the ability to influence technical strategy across organizations.\nA passion for building teams and developing engineering talent.\nNice to Have\nExperience with AI infrastructure, LLM serving, or machine learning platforms.\nExperience working with multiple model providers such as OpenAI, Anthropic, Azure OpenAI, Fireworks, Baseten, or open-source model ecosystems.\nExperience building inference platforms, model gateways, traffic routing systems, or policy-based serving infrastructure.\nExperience with Kubernetes, cloud infrastructure, distributed systems, and large-scale observability platforms.\nExperience supporting GPU infrastructure, model training platforms, or ML infrastructure.\nFamiliarity with data platforms and technologies such as Spark, Kafka, Flink, Airflow, or Iceberg.\nExperience leading organizations through periods of rapid growth and technical transformation.\nCompensation\n$260,000 - $340,000 USD\nDepending on your location, an Applicant Privacy Notice may apply to you. You can find all of our Applicant Privacy Notices here.\n#LI-AN2\nHarvey is an equal opportunity employer and does not discriminate on the basis of race, gender, sexual orientation, gender identity/expression, national origin, disability, age, genetic information, veteran status, marital status, pregnancy or related condition, or any other basis protected by law.\nWe are committed to providing reasonable accommodations to applicants with disabilities, and requests can be made by emailing accommodations@harvey.ai","datePosted":"2026-07-27T10:51:56.671Z","dateModified":"2026-07-27T10:51:56.671Z","hiringOrganization":{"@type":"Organization","name":"Harvey","sameAs":"https://jobsearcher.com"},"jobLocation":{"@type":"Place","address":{"@type":"PostalAddress","addressLocality":"Millbrae","addressRegion":"CA","addressCountry":"US"}},"identifier":{"@type":"PropertyValue","name":"JobSearcher","value":"eee0ee7b3b2853fe554afda1"},"url":"https://jobsearcher.com/jobs/eee0ee7b3b2853fe554afda1"}}