Machine Learning Engineer
New
V
VannevarDefense Technology
Location: RemoteFull-TimeSenior
Salary150,000 - 215,000 USD per year
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Job Details
- Experience
- 5+ years
- Required Skills
- KubernetesMachine LearningPyTorchTensorflowDistributed Systems
Requirements
- 5+ years of experience building and deploying machine learning systems in production environments
- Strong proficiency with model deployment technologies (Kubernetes, Ray, etc.)
- Proficiency with inference libraries (ONNX, vLLM, TensorRT, or similar)
- Proficiency with model training frameworks (PyTorch, TensorFlow, Jax)
- Experience designing and scaling ML services that process large volumes of data
- Experience with the full ML lifecycle
- Solid software engineering skills, including experience with distributed systems, APIs, and cloud infrastructure
Responsibilities
- 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
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