Talent.com
Staff ML Engineer

Staff ML Engineer

SynergisSonoma, California, United States
14 days ago
Job type
  • Permanent
Job description

Staff ML Engineer

Direct Hire

Detroit, MI or San Francisco, CA

$195K-$295K

About the Team :

The ML Inference Platform is part of the AI Compute Platforms organization within Infrastructure Platforms. Our team owns the cloud-agnostic, reliable, and cost-efficient platform that powers our client’s AI efforts. We’re proud to serve as the AI infrastructure platform for teams developing autonomous vehicles (L3 / L4 / L5), as well as other groups building AI-driven products for our client and their customers. We enable rapid innovation and feature development by optimizing for high-priority, ML-centric use cases. Our platform supports the serving of state-of-the-art (SOTA) machine learning models for experimental and bulk inference, with a focus on performance, availability, concurrency, and scalability. We’re committed to maximizing GPU utilization across platforms (B200, H100, A100, and more) while maintaining reliability and cost efficiency.

About the Role :

We are seeking a Staff ML Infrastructure engineer to help build and scale robust Compute platforms for ML workflows. In this role, you’ll work closely with ML engineers and researchers to ensure efficient model serving and inference in production, for their workflows such as data mining, labeling, model distillation, simulations and more. This is a high-impact opportunity to influence the future of AI infrastructure. You will play a key role in shaping the architecture, roadmap and user-experience of a robust ML inference service supporting real-time, batch, and experimental inference needs. The ideal candidate brings experience in designing distributed systems for ML, strong problem-solving skills, and a product mindset focused on platform usability and reliability.

What you’ll be doing :

Design and implement core platform backend software components.

  • Collaborate with ML engineers and researchers to understand critical workflows, parse them to platform requirements, and deliver incremental value.
  • Lead technical decision-making on model serving strategies, orchestration, caching, model versioning, and auto-scaling mechanisms.
  • Drive the development of monitoring, observability, and metrics to ensure reliability, performance, and resource optimization of inference services.
  • Proactively research and integrate state-of-the-art model serving frameworks, hardware accelerators, and distributed computing techniques.
  • Lead large-scale technical initiatives across ML ecosystem.
  • Raise the engineering bar through technical leadership, establishing best practices.
  • Contribute to open-source projects; represent in relevant communities.

Minimum Requirements

8+ years of industry experience, with focus on machine learning systems or high-performance backend services.

  • Expertise in either Go, Python, C++ or other relevant coding languages.
  • Expertise in ML inference, model serving frameworks (triton, rayserve, vLLM etc).
  • Strong communication skills and a proven ability to drive cross-functional initiatives.
  • Experience working with cloud platforms such as GCP, Azure, or AWS.
  • Ability to thrive in a dynamic, multi-tasking environment with ever-evolving priorities.
  • Preferred Qualifications

    Hands-on experience building ML infrastructure platforms for model serving / inference.

  • Experience working with or designing interfaces, APIs and clients for ML workflows.
  • Experience with Ray framework, and / or vLLM.
  • Experience with distributed systems and handling large-scale data processing.
  • Familiarity with telemetry, and other feedback loops to inform product improvements.
  • Familiarity with hardware acceleration (GPUs) and optimizations for inference workloads.
  • Contributions to open-source ML serving frameworks.
  • The compensation range for this position is $195,000 to $295,000

    (dependent on factors including but not limited to client requirements, experience, statutory considerations, and location).

  • Note : Disclosure as required by the Equal Pay for Equal Work Act (CO), NYC Pay Transparency Law, and sb5761 (WA)
  • Synergis is proud to be an Equal Opportunity Employer. We value diversity and do not discriminate on the basis of race, color, ethnicity, national origin, religion, age, gender, gender identity, political affiliation, sexual orientation, marital status, disability, military / veteran status, or any other status protected by applicable law.

    For consideration, please forward your resume to

    If you require assistance or an accommodation in the application or employment process, please contact us at .

    Qualified applicants with arrest or conviction records will be considered for employment in accordance with the requirements of applicable state and local laws, including but not limited to, the San Francisco Fair Chance Ordinance, the City of Los Angeles’ Fair Chance Initiative for Hiring Ordinance, the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act.

    Synergis is a workforce solutions partner serving thousands of businesses and job seekers nationwide. Our digital world has accelerated the need for businesses to build IT ecosystems that enable growth and innovation along with enhancing the Total Experience (TX). Synergis partners with our clients at the intersection of talent and transformation to scale their balanced teams of tech, digital and creative professionals. Learn more about Synergis at ww.synergishr.com.

    Create a job alert for this search

    Ml Engineer • Sonoma, California, United States

    Related jobs
    • Promoted
    Staff Systems Engineer

    Staff Systems Engineer

    Bio-Rad LaboratoriesHercules, CA, United States
    Full-time
    Working within Bio-Rad's Life Science R&D Group as a Systems Engineer, you will take engineering concepts, requirements and transform them into functional prototypes and finished products that impr...Show moreLast updated: 7 days ago
    • Promoted
    Staff Mechanical Engineer, Test InfrastructureReliability & Test • Berkeley, CA • Full time • On-site

    Staff Mechanical Engineer, Test InfrastructureReliability & Test • Berkeley, CA • Full time • On-site

    Form EnergyBerkeley, CA, United States
    Full-time
    Are you ready to build America's energy future? Form Energy is an American manufacturing and energy technology company.We're revolutionizing energy storage with cost-effective, multi-day technology...Show moreLast updated: 30+ days ago
    • Promoted
    Senior Mechanical Engineer, Plastics DesignMechanical Design Engineering • Berkeley, CA • Full time • On-site

    Senior Mechanical Engineer, Plastics DesignMechanical Design Engineering • Berkeley, CA • Full time • On-site

    Form EnergyBerkeley, CA, United States
    Full-time
    Are you ready to build America's energy future? Form Energy is an American manufacturing and energy technology company.We're revolutionizing energy storage with cost-effective, multi-day technology...Show moreLast updated: 30+ days ago
    • Promoted
    Senior Manager, Mechanical Simulation & AnalysisMechanical Design Engineering • Berkeley, CA; Weirton, WV; Somerville, MA • Full time • On-site

    Senior Manager, Mechanical Simulation & AnalysisMechanical Design Engineering • Berkeley, CA; Weirton, WV; Somerville, MA • Full time • On-site

    Form EnergyBerkeley, CA, United States
    Full-time
    Are you ready to build America's energy future? Form Energy is an American manufacturing and energy technology company.We're revolutionizing energy storage with cost-effective, multi-day technology...Show moreLast updated: 30+ days ago
    • Promoted
    Staff Application EngineerProject Engineering • Berkeley, CA; Somerville, MA • Full time • On-site

    Staff Application EngineerProject Engineering • Berkeley, CA; Somerville, MA • Full time • On-site

    Form EnergyBerkeley, CA, United States
    Full-time
    Are you ready to build America's energy future? Form Energy is an American manufacturing and energy technology company.We're revolutionizing energy storage with cost-effective, multi-day technology...Show moreLast updated: 30+ days ago
    • Promoted
    Senior Plastics Design EngineerMechanical Design Engineering • Berkeley, CA • Full time • On-site

    Senior Plastics Design EngineerMechanical Design Engineering • Berkeley, CA • Full time • On-site

    Form EnergyBerkeley, CA, United States
    Full-time
    Are you ready to build America's energy future? Form Energy is an American manufacturing and energy technology company.We're revolutionizing energy storage with cost-effective, multi-day technology...Show moreLast updated: 11 days ago
    • Promoted
    Mechanical Engineer IIMechanical Design Engineering • Berkeley, CA • Full time • On-site

    Mechanical Engineer IIMechanical Design Engineering • Berkeley, CA • Full time • On-site

    Form EnergyBerkeley, CA, United States
    Full-time
    Are you ready to build America's energy future? Form Energy is an American manufacturing and energy technology company.We're revolutionizing energy storage with cost-effective, multi-day technology...Show moreLast updated: 30+ days ago
    • Promoted
    • New!
    Human Intelligence Collector

    Human Intelligence Collector

    United States ArmyIgnacio, CA, United States
    Full-time
    As a Human Intelligence Collector, you’ll collect intelligence about an adversary’s intentions, strengths, vulnerabilities, and capabilities, and you’ll share this critical information to help Army...Show moreLast updated: 21 hours ago
    • Promoted
    Senior Mechanical Design Engineer, Structures DesignMechanical Design Engineering • Berkeley, CA • Full time • On-site

    Senior Mechanical Design Engineer, Structures DesignMechanical Design Engineering • Berkeley, CA • Full time • On-site

    Form EnergyBerkeley, CA, United States
    Full-time
    Are you ready to build America's energy future? Form Energy is an American manufacturing and energy technology company.We're revolutionizing energy storage with cost-effective, multi-day technology...Show moreLast updated: 9 days ago
    • Promoted
    Senior Staff Mechanical Engineer, Structures DesignMechanical Design Engineering • Berkeley, CA • Full time • On-site

    Senior Staff Mechanical Engineer, Structures DesignMechanical Design Engineering • Berkeley, CA • Full time • On-site

    Form EnergyBerkeley, CA, United States
    Full-time
    Are you ready to build America's energy future? Form Energy is an American manufacturing and energy technology company.We're revolutionizing energy storage with cost-effective, multi-day technology...Show moreLast updated: 9 days ago
    • Promoted
    Staff Mechanical Design Engineer, Structures DesignMechanical Design Engineering • Berkeley, CA • Full time • On-site

    Staff Mechanical Design Engineer, Structures DesignMechanical Design Engineering • Berkeley, CA • Full time • On-site

    Form EnergyBerkeley, CA, United States
    Full-time
    Are you ready to build America's energy future? Form Energy is an American manufacturing and energy technology company.We're revolutionizing energy storage with cost-effective, multi-day technology...Show moreLast updated: 9 days ago
    • Promoted
    Gynecologist - Napa Valley

    Gynecologist - Napa Valley

    Adventist HealthSt. Helena, US
    Full-time
    Helena is actively seeking an experienced general gynecologist (without OB) to work out of our hospital in St Helena, CA. The ideal candidate will be experienced as well as robot trained however, ne...Show moreLast updated: 30+ days ago
    • Promoted
    Staff ML Engineer

    Staff ML Engineer

    SynergisSanta Rosa, California, United States
    Permanent
    Detroit, MI or San Francisco, CA.The ML Inference Platform is part of the AI Compute Platforms organization within Infrastructure Platforms. Our team owns the cloud-agnostic, reliable, and cost-effi...Show moreLast updated: 14 days ago
    • Promoted
    Sr. Design Engineer

    Sr. Design Engineer

    RIX INDUSTRIESBenicia, CA, US
    Full-time
    RIX Industries is a technology-focused company specializing in the design, development and manufacturing of gas generation systems, precision compressor solutions, and cryogenic cooling technologie...Show moreLast updated: 30+ days ago
    • Promoted
    • New!
    Infantryman

    Infantryman

    United States ArmyFairfax, CA, United States
    Permanent
    As a first step toward becoming an Infantryman, you’ll train in the use of small arms, anti-tank, and other weapons systems. You will be responsible for capturing, destroying, and repelling enemy gr...Show moreLast updated: 21 hours ago
    • Promoted
    Staff Software Platform EngineerSoftware Engineering • Berkeley, CA; Somerville, MA; Weirton, WV • Full time • On-site

    Staff Software Platform EngineerSoftware Engineering • Berkeley, CA; Somerville, MA; Weirton, WV • Full time • On-site

    Form EnergyBerkeley, CA, United States
    Full-time
    Are you ready to build America's energy future? Form Energy is an American manufacturing and energy technology company.We're revolutionizing energy storage with cost-effective, multi-day technology...Show moreLast updated: 13 days ago
    • Promoted
    Manager, Mechanical EngineeringMechanical Design Engineering • Berkeley, CA • Full time • On-site

    Manager, Mechanical EngineeringMechanical Design Engineering • Berkeley, CA • Full time • On-site

    Form EnergyBerkeley, CA, United States
    Full-time
    Are you ready to build America's energy future? Form Energy is an American manufacturing and energy technology company.We're revolutionizing energy storage with cost-effective, multi-day technology...Show moreLast updated: 11 days ago
    • Promoted
    Staff Software Engineer

    Staff Software Engineer

    Bio-Rad LaboratoriesHercules, CA, United States
    Full-time
    This role is both technical and collaborative.You will work closely with cross-functional teams including systems engineers, mechanical designers, assay development scientists, and quality engineer...Show moreLast updated: 30+ days ago