Lead AI Engineer
Tasks
- Add content guardrails
- Architect AI services
- Build CI/CD pipelines
- Build cloud native services
- Build fine tuning pipelines
- Containerize services
- Create agent-based workflows
- Create audit trails
- Create automated testing frameworks
- Define AI platform architecture
- Define responsible AI framework
- Deploy with Kubernetes
- Design API layers
- Detect model drift
- Develop LLM integrations
- Develop evaluation frameworks
- Document explainability
- Enable human in the loop review
- Ensure GDPR compliance
- Evaluate emerging models and tooling
- Implement ISO 42001 governance
- Implement observability
- Implement orchestration patterns
- Implement prompt versioning
- Implement rag pipelines
- Implement serverless workloads
- Manage embedding stores
- Mentor AI engineers
- Monitor token usage
- Operate vector databases
- Own model risk oversight
- Partner with compliance teams
- Run bias testing
- Set AI engineering roadmap
- Set up experiment tracking
- Set up logging tracing monitoring
- Use infrastructure as code
- Validate AI outputs
Perks/Benefits
- Health insurance
- Income protection
- Learning and development budget
- Life insurance
- Paid time off
- Pension scheme
- Volunteering time
- Wellness day
Skills/Tech-stack
API Design | AWS | Agent Orchestration | Airflow | Anthropic | Arrow | Audit trails | Automated testing | Azure | Bias Testing | CI/CD | Cohere | Context windows | Data provenance | Docker | Drift Detection | ELT | ETL | Embeddings | Explainability | FCA | FastAPI | Fine Tuning | GDPR | Google | Google Cloud | Human-in-the-loop | ISO 42001 | Infrastructure as Code | Kubernetes | LLM | Langchain | Llamaindex | Logging | Model Evaluation | Monitoring | Network Security | Object storage | Observability | OpenAI | PRA | Parquet | Prefect | Prompt engineering | Python | RAG | Retrieval-Augmented Generation | SQL | Semantic Kernel | Serverless | Serverless compute | Similarity Search | Starlette | Terraform | The Loop | Tokenization | Tracing | Vector Database | Vector similarity | Vector similarity search | “as-code”
Education
N/A
Roles
AI | AI Engineer | Engineer | Lead | Lead AI Engineer
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