Senior ML Software Engineer [$290k/yr+] TS/SCI-FS Poly

SYSTOLIC, INC.
Annapolis Junction, MD, United States
2 months ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Compensation
$290,000.0
Working hours
Regular working hours

Tech stack

Java (Programming Language) Business Logic C++ (Programming Language) Nvidia CUDA Continuous Integration Python (Programming Language) Machine Learning Software Deployment Systems Architecture Scripting Delivery Pipeline Kubernetes
+5 more
Bug Reporting TensorRT Text Analysis Docker Golang

Job description

  • Transition machine learning models from prototype to production inference services in Kubernetes environments.
  • Build robust CI/CD pipelines and optimize containerized services utilizing Python, Docker, and Triton Inference Server.
  • Apply multi-language development expertise in C++, Java, Go, and CUDA to deliver scalable analytics solutions., * Move video, image, speech, and text analytics (VISTA) models from prototype to production inference services in Kubernetes environments.
  • Build CI/CD and packaging around Python on NVIDIA Triton Inference Server with TensorRT execution providers and Business Logic Scripting (BLS).
  • Tune pipelines for maximum throughput and support them through system transition.
  • Collaborate cross-functionally with researchers and end users to understand requirements and align development efforts.
  • Review, test, and validate software components against system design requirements.
  • Create comprehensive documentation and establish deployment best practices.
  • Resolve system problem reports and contribute to system architecture, infrastructure-as-code, and hardware/software trade-offs.

Telework: This position supports up to 25% telework with the remaining time performed on-site.

Requirements

  • Degree: Technical bachelor’s degree or equivalent experience
  • Years of experience: 14+ years
  • Total Compensation: $290k+ yearly

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