$2,841.00 Fixed
NovaForge Tech
Contract · Remote · Flexible hours
About the role
NovaForge Tech is launching a greenfield SaaS vision platform called PrismLens. As a Computer Vision Engineer you will shape the core image analysis engine that powers remote-first collaboration tools. This role is pivotal to delivering a production‑ready computer‑vision pipeline within a tight three‑month window.
Key responsibilities
- Design and implement a scalable object‑detection model using PyTorch and TorchServe for real‑time video streams.
- Integrate the model into a Docker‑based microservice architecture, exposing REST endpoints for SaaS clients.
- Set up automated CI/CD pipelines with GitHub Actions to run unit, integration, and performance tests on GPU runners.
- Collaborate with the data engineering team to build a data ingestion pipeline that augments and labels incoming image datasets.
- Produce benchmark reports and optimize inference latency to stay under 100 ms per frame.
- Document model versioning, API contracts, and deployment procedures in Confluence.
Must-have skills
- Advanced Python programming with experience in PyTorch or TensorFlow.
- Proficiency in building and deploying REST APIs for ML services.
- Strong understanding of computer‑vision algorithms (object detection, segmentation, tracking).
- Experience with Docker, Kubernetes, and GPU‑accelerated environments.
- Ability to write clear technical documentation and unit tests.
Nice to have
- Familiarity with AWS SageMaker or GCP Vertex AI.
- Background in edge‑device inference optimization.
- Proposal: 0
- Less than 3 month
Jesus Smith
,
Member since
Oct 27, 2025
Total Job