Vannevar Labs

Silicon Valley technology for the country's most critical national security problems

Machine Learning Engineer

Machine Learning EngineerMachine Learning EngineerFull TimeRemoteTeam 11-50Since 2019H1B No SponsorCompany SiteLinkedIn

Location

United States

Posted

35 days ago

Salary

$150K - $215K / year

Bachelor Degree5 yrs expEnglishCloudDistributed SystemsKubernetesPy TorchRayTensorflow

Job Description

• Design and build scalable ML services for enrichment workflows, including model training pipelines and high-performance inference APIs • Deploy and optimize models using modern inference libraries and frameworks (ONNX, vLLM, TensorRT, etc.) to achieve low-latency, high-throughput performance • Collaborate with software engineers and product teams to define data requirements, feature engineering strategies, and model evaluation metrics • Build robust monitoring, observability, and evaluation systems to ensure model quality and service reliability in production • Stay current with emerging ML techniques, tools, and best practices, particularly in areas like model optimization, efficient inference, and large-scale data processing

Job Requirements

  • 5+ years of experience building and deploying machine learning systems in production environments
  • Strong proficiency with model deployment technologies (Kubernetes, Ray, etc.) and inference libraries (ONNX, vLLM, TensorRT, or similar). Proficiency with model training frameworks (PyTorch, TensorFlow, Jax)
  • You've successfully designed and scaled ML services that process large volumes of data and serve predictions with strict latency and throughput requirements
  • Experience with the full ML lifecycle, including data preprocessing, feature engineering, model training, evaluation, deployment, and monitoring
  • Solid software engineering skills, including experience with distributed systems, APIs, and cloud infrastructure
  • You have a passion for building reliable, performant ML systems and understand how they create value for end users
  • U.S. Person status is required as this position will require the ability to access U.S only data systems.

Benefits

  • Health, dental, and vision insurance
  • Remote friendly with WeWork access
  • Unlimited PTO, shared downtime during the federal holiday calendar, and company-wide off time at the end of each year
  • 401(k) match
  • Lifestyle & wellbeing stipends
  • Salary top-up during military reserve duty
  • Fully paid parental leave
  • Child and pet care reimbursement during travel

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