At Satalia, we push the boundaries of data science, optimisation and AI to solve the most complex problems in the industry. We are building agentic AI systems that make a tangible impact for our FTSE 100 clients and WPP agency partners. If you have been waiting for the right opportunity to go deep on agentic AI, this is it.
Requirements
- Design and deliver production-grade agentic systems
- Assess fit of agentic solutions per use case
- Design the most suitable orchestration pattern per use case
- Evaluate and recommend the best suited agent development framework
- Engineer multi-step agent workflows
- Implement agent memory and state management systems
- Optimise context assembly for each agent interaction
- Evaluate and select the most appropriate foundation models
- Implement guardrails to ensure operation within ethical, legal, brand boundaries
- Build services for agent use
- Process multi-modal data using appropriate embeddings and vector retrieval
- Build, evaluate and maintain robust RAG and / or GraphRAG pipelines
- Implement fallback strategies
- Build and integrate MCP servers
- Use Google's A2A protocol to support independent agent communication
- Containerise applications (Docker)
- Apply AgenticOps practices
- Design and implement testing strategies for non-deterministic behaviour
- Stay abreast of the latest AI research trends and integrate them into our products
- Maintain documentation for architectures, APIs and operational procedures
- Communicate progress, blockers, technical approaches, challenges and potential solutions
Benefits
- Enhanced pension
- Life assurance
- Income protection
- Private healthcare