Senior ML Deployment Engineer - Python, DevOps Telework

Erias Ventures, LLC; Maryland; Hybrid; USD 232,000 - 255,000; Full time

Benefits offered by this job

Above market pay

401k with immediate vesting

Spot bonuses

Professional development bonuses

Company-subsidized medical

Vision and dental coverage

Short/long-term disability and life保险

Wellness reimbursement

Paid time off with flexible schedules

Birthday off

Amazon Prime membership

Internet reimbursement

Equipment allowance

Morale building events

Onboarding swag

Professional development and training

Job summary

Erias Ventures, LLC is seeking a Senior Software Engineer specialized in ML Deployment to move models from research to production. You will work with Python, Docker, and Kubernetes in a hybrid environment supporting NVIDIA Triton deployments.

The role emphasizes collaboration with end users and researchers, building robust CI/CD pipelines, and producing deployment best practices and documentation for scalable systems.

Qualifications

• Fourteen years of SWE experience in programs/contracts of similar scope is required.
• Bachelor’s degree in Computer Science or related discipline is required.
• Four additional years of SWE experience on projects with similar software processes may substitute for a bachelor’s degree.

Responsibilities

• Collaborate cross-functionally with end users to understand requirements and with researchers to align development with real-world needs.
• Build the CI/CD and packaging around Python on NVIDIA Triton Inference Server, with TensorRT execution providers and BLS in-service pipelines.
• Tune pipelines for throughput and support them through customer transition.
• Review and test software components against design requirements.
• Create comprehensive user documentation and establish deployment best practices.
• Resolve system problem reports and contribute to system design, including hardware/software trade-offs and IaC.

Skills

Python

CI/CD

DevOps

Communication

Independent worker

Problem-solving

Education

Bachelor's degree in Computer Science or related field

Tools

Docker

Kubernetes

TensorRT

ONNX

Job description

Erias Ventures, LLC is seeking a Senior Software Engineer specialized in ML Deployment to move models from research to production. You will work with Python, Docker, and Kubernetes in a hybrid environment supporting NVIDIA Triton deployments.

The role emphasizes collaboration with end users and researchers, building robust CI/CD pipelines, and producing deployment best practices and documentation for scalable systems.