Principal Software Engineer - MLOps
Tasks
- Apply threat modelling and security processes
- Assess business value of new technologies
- Build experimental computer vision pipelines
- Collaborate with technical and non-technical teams
- Conduct code reviews and review pull requests
- Deliver scoped deliverables and update progress in agile standups
- Design and architect solutions with senior input
- Ensure GPU compatibility and memory provisioning
- Implement automated unit and integration testing
- Integrate with labelling workflows
- Maintain and improve CI/CD pipelines
- Mentor junior team members
- Package and deploy Hugging Face models as containerized APIs
- Share learnings through tech talks and events
- Train model pipelines
- Write clean code and improve coding standards
Perks/Benefits
- 4 Day Working Weeks
- Annual bonuses
- Competitive pension
- Compressed Working
- Continuous learning
- Digital Doctor Access
- Employee discount schemes
- Flexible working
- Health insurance
- Hybrid Remote and In Office
- Income protection
- Life assurance
- Promotion opportunities
- Recognition programme
Skills/Tech-stack
AWS | CI/CD | CUDA | Computer Vision | Docker | EC2 | FastAPI | GPU memory | Hugging Face | Integration Testing | Kubernetes | Machine Learning | NVIDIA drivers | Threat modeling | Unit Testing
Education
N/A
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