Talent.com
AI/ML Lead — Build & Deploy Production ML Systems
AI/ML Lead — Build & Deploy Production ML SystemsCatalyst Labs • San Francisco, CA, United States
AI / ML Lead — Build & Deploy Production ML Systems

AI / ML Lead — Build & Deploy Production ML Systems

Catalyst Labs • San Francisco, CA, United States
[job_card.variable_days_ago]
[job_preview.job_type]
  • [job_card.full_time]
[job_card.job_description]

About Us

Catalyst Labs is a leading talent agency with a specialized vertical in Applied AI, Machine Learning, and Data Science. We stand out as an agency that's deeply embedded in our clients recruitment operations.

We collaborate directly with Founders, CTOs, and Heads of AI at Tier 1 VC backed startups, scale ups and enterprise tech like Palatir, who are driving the next wave of applied intelligence from model optimization to productized AI workflows. We take pride in facilitating conversations that align with your technical expertise, creative problem-solving mindset, and long-term growth trajectory in the evolving world of intelligent systems.

This is a general / expression of interest, therefore by submitting your CV, you will be considered for upcoming roles with our clients.

Locations

Most of our client base is concentrated in California, New York and a few scattered across other States and Europe.

Who Can Apply

We are looking for professionals with demonstrated experience in AI, ML, and Data Science roles within reputed tech companies and / or from top 100 universities in the world. Visa sponsorship is available for existing H1b transfers. Student visas will only be considered on the academic pedigree - top 50 global universities.

Experience

From early-career engineers to senior ICs, leads and principals.

General Requirements by Role

  • Proven experience building or deploying machine learning systems in production environments (not just academic or lab prototypes).
  • Background in a top technology company, Tier 1 VC backed startup, advanced research institute, or high-caliber engineering team.
  • Solid understanding of ML fundamentals, including model development, optimization, and evaluation.

Hands-on experience with at least one major area of specialization :

  • LLMs & Generative AI
  • Computer Vision
  • NLP / NLU
  • Reinforcement Learning
  • Recommendation Systems
  • Time Series & Forecasting
  • Applied Deep Learning

    • Familiarity with modern ML engineering workflows :

  • MLOps pipelines
  • Model monitoring & observability
  • Deployment to cloud or edge environments
  • Vector databases & embeddings
  • Retrieval-augmented pipelines
  • Experience with distributed systems, data infrastructure, or high-performance computing is a strong advantage.
  • Professionals with experience in AI Safety , alignment , privacy-preserving ML , or security-focused ML are also welcome.
  • Strong coding proficiency (Python preferred) and familiarity with relevant frameworks such as PyTorch, TensorFlow, JAX, LangChain, Ray, etc.
  • Experience mentoring engineers, leading technical initiatives, or driving cross-functional collaboration is valued.
  • Candidates with a track record of publications, open-source contributions, patents, or shipped products demonstrating real-world impact will stand out.

    • Why Work With Us?

  • Take advantage of the strong relationships we have built with Founders and CTOs.
  • Work with recruiters who understand the difference between a fine-tuned model and a foundation model and wont ask if you know Python.
  • We prioritize your confidentiality and privacy throughout the recruitment process.
  • No Spamming.
  • Support refining your resume or portfolio specifically for the roles we shortlist you for.
  • Direct communication channels. Bypass gatekeepers and speak directly with the actual hiring manager and decision-makers.
  • Insight on compensation structures across geographies, including equity-heavy offers, research-focused roles, or hybrid IC / lead tracks.

    • #J-18808-Ljbffr

    [job_alerts.create_a_job]

    Production Lead • San Francisco, CA, United States

    [internal_linking.related_jobs]
    Principal ML Architect (Machine Learning) with Imaging

    Principal ML Architect (Machine Learning) with Imaging

    VBeyond Corporation • San Mateo, CA, United States
    [job_card.full_time]
    Job Title : - Principal ML Architect (Machine Learning).Location : - San Francisco, CA (Onsite 3 days / Week).Type of Employment : - Fullltime. As a Machine Learning / Deep Learning Architect you will...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Robotics ML Lead — Data Pipeline Architect + Equity

    Robotics ML Lead — Data Pipeline Architect + Equity

    Instawork • San Francisco, CA, United States
    [job_card.full_time]
    A leading labor marketplace in San Francisco seeks an experienced ML Lead to own technology strategy for physical AI training data. You will develop and optimize data pipelines, ensuring quality whi...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Senior AI / ML Tooling Engineer

    Senior AI / ML Tooling Engineer

    General Motors • San Francisco, CA, United States
    [job_card.full_time]
    Role : We are looking for an ML tooling engineer to build tools to analyze and optimize distillation, training, and inference of ML models. You will develop and enhance GM's internal ML tooling for h...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Director, Product Management, Enterprise AI and Machine Learning (ML) - AI Safety

    Director, Product Management, Enterprise AI and Machine Learning (ML) - AI Safety

    Capital One • San Francisco, CA, United States
    [job_card.full_time] +1
    Director, Product Management, Enterprise AI and Machine Learning (ML) - AI Safety.Product Management at Capital One is a booming, vibrant craft that requires reimagining the status quo, finding val...[show_more]
    [last_updated.last_updated_30] • [promoted]
    AI Inference Engineer : Production-Ready ML & Low Latency

    AI Inference Engineer : Production-Ready ML & Low Latency

    Stealth Company • San Francisco, CA, United States
    [job_card.full_time]
    A well-funded startup is looking for an AI inference specialist to optimize and deploy models for their innovative device. In this role, you will work closely with experienced founders to convert an...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Head of ML & AI Engineering — Build Production-Ready Solutions

    Head of ML & AI Engineering — Build Production-Ready Solutions

    Rippling • San Francisco, CA, United States
    [job_card.full_time]
    A tech company specializing in HR and IT solutions seeks a Senior Engineering Manager for Machine Learning and AI in San Francisco. This role involves leading a talented team, driving technical exce...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    AI / ML Engineer

    AI / ML Engineer

    Krane • San Francisco, CA, United States
    [job_card.full_time]
    Get AI-powered advice on this job and more exclusive features.Krane is building intelligent tools that power the future of construction operations. You’ll lead the design and deployment of intellige...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    MLE, ML Platform

    MLE, ML Platform

    zaimler • San Mateo, CA, US
    [job_card.full_time]
    We’re creating the foundation for AI systems that don’t just generate, but retrieve, link, and reason over enterprise knowledge. In just over a year, we’ve begun partnering with Fo...[show_more]
    [last_updated.last_updated_30] • [promoted]
    AI / ML Developer - Senior | Remote

    AI / ML Developer - Senior | Remote

    TeamEx Inc. • San Francisco, CA, United States
    [filters.remote]
    [job_card.full_time]
    We’re looking for a product-focused AI Engineer who combines strong engineering fundamentals with a passion for building real-world, user-facing AI products. You’ll play a key role in designing and ...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    ML Engineer

    ML Engineer

    Phizenix • Menlo Park, CA, US
    [job_card.full_time] +1
    Client Opportunity | Through Phizenix.Phizenix, a certified minority and women-led recruiting firm, is hiring on behalf of an innovative generative AI startup that's developing diffusion-based ...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Senior ML Engineer — Production-Ready LLMs + Equity

    Senior ML Engineer — Production-Ready LLMs + Equity

    Supio • San Francisco, CA, United States
    [job_card.full_time]
    A leading tech company in San Francisco is looking for a Senior Machine Learning Engineer to drive the validation of AI systems. The role involves designing and deploying machine learning systems, c...[show_more]
    [last_updated.last_updated_1_day] • [promoted]
    GenAI ML Systems Engineer (Production-Focused)

    GenAI ML Systems Engineer (Production-Focused)

    Scale • San Francisco, CA, United States
    [job_card.full_time]
    A leading AI data foundry in New York is looking for a Machine Learning Research Engineer to lead development on ML systems for Generative AI. This critical role will design and deploy ML models, co...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Production ML Engineer — Build Scalable Pipelines

    Production ML Engineer — Build Scalable Pipelines

    Pattern AI • San Mateo, CA, United States
    [job_card.full_time]
    A rapidly growing machine learning startup is seeking a talented ML Engineer to develop and deploy machine learning solutions that drive marketing, sales, and analytics. The ideal candidate will hav...[show_more]
    [last_updated.last_updated_variable_hours] • [promoted] • [new]
    Lead AI Engineer

    Lead AI Engineer

    1Five • Alameda, California, United States
    [job_card.full_time]
    This is a leadership role at the intersection of.AI, technical architecture, and company vision.ML engineering and model development. Backflip’s core model, including architecture, data, training, a...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Senior Healthcare AI / ML Engineer — Production Systems

    Senior Healthcare AI / ML Engineer — Production Systems

    Citizen Health • San Francisco, California, United States
    [job_card.full_time]
    A healthcare technology company in San Francisco is seeking an experienced AI / Machine Learning Engineer to develop cutting-edge AI solutions. You will lead the design of sophisticated machine learni...[show_more]
    [last_updated.last_updated_variable_hours] • [promoted] • [new]
    Senior ML Engineer – Build Production-Grade AI Agents

    Senior ML Engineer – Build Production-Grade AI Agents

    Saris AI • San Francisco, CA, United States
    [job_card.full_time]
    A cutting-edge AI startup is seeking a Machine Learning Engineer to lead the development of custom AI agents aimed at transforming the banking industry. The ideal candidate will have a strong backgr...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    AI / ML engineer

    AI / ML engineer

    Orbofi • San Francisco, CA, United States
    [job_card.full_time]
    Orbofi is a pioneering AI-generated content engine, built specifically for Web3, games, and online communities.Our mission is to revolutionize the way content is created and consumed by harnessing ...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Tech Lead for Distributed ML Systems & Training Platform

    Tech Lead for Distributed ML Systems & Training Platform

    Scale AI • San Francisco, CA, United States
    [job_card.full_time]
    A leading AI technology firm in New York is seeking a talented individual to build and optimize their training and inference frameworks for large language models. The ideal candidate will collaborat...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]