Software Engineer - MLOps
Tasks
- Apply threat modeling and security processes
- Assess new technologies using data driven approach
- Build computer vision pipelines
- Collaborate with data science and engineering teams
- Containerize applications and manage dependencies
- Contribute to software architecture and design
- Deliver scoped features and update progress in standups
- Deploy APIs to managed Kubernetes
- Implement unit and integration testing
- Integrate with labelling workflows
- Lead code reviews and review pull requests
- Maintain and improve CI/CD pipelines
- Mentor junior team members
- Package deploy Hugging Face models as containerized APIs
- Provision GPU resources for large models
- Share learnings via tech talks and internal events
- Train model pipelines
- Write clean code and improve coding standards
Perks/Benefits
- 4-day work weeks
- Annual bonuses
- Compressed Work Weeks
- Continuous learning
- Digital Doctor Access
- Employee discounts
- Flexible working
- Health insurance
- Hybrid remote work
- Income protection
- Life assurance
- Pension
- Promotion opportunities
- Recognition programme
Skills/Tech-stack
AWS | CI/CD | CUDA | Computer Vision | Docker | EC2 | FastAPI | Hugging Face | Integration Testing | Kubernetes | Machine Learning | NVIDIA | Python | Threat modeling | Unit Testing
Education
N/A
Roles
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