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SalaryRole: AI Engineer
Contracting Authority: Government
Location: South West London
Salary: £500 per day
Contract: 3 months
An exciting opportunity has become available with our prestigious client who is a prominent government department. The client is seeking an experienced AI Engineer to join their welcoming team.
The AI Engineer Role:
- Identifying use cases for GenerativeAI
- Collection and processing of data to be used as input into GenAI models
- Integrating organisation data into pre-trained models using techniques such as Retrieval Augmented Generation (RAG) and fine tuning
- Working with vector databases and vector embeddings
- Model deployment, serving and ongoing monitoring(MLOps / LLMOps)
- Building web applications and user interfaces to allow users to interact with models
- Researching existing solutions in the market
- Developing guidance and standards for deploying AI applications
- Coaching and upskilling colleagues, and wider staff, in Generative AI and software engineering
What the AI Engineer Will Need:
- 5+ years professional experience in software engineering / data engineering / machine learning engineering or a similar role
- Proficient in Python
- Knowledge of AI and machine learning, with a focus on Generative AI and Large Language Models (LLMs)
- Knowledge of how to integrate data into pre-trained Generative AI models using techniques such as Retrieval Augmented Generation (RAG) and fine tuning, using libraries such as Langchain, LlamaIndex and Hugging Face, or cloud based tools such as AWS Bedrock or Google Vertex AI
- Knowledge and experience of Natural Language Processing (NLP) techniques such as text embeddings, and an understanding of how different data representations can affect model performance
- Experience of working with vector databases e.g. Pinecone
- Experience of building and deploying web applications using cloud technologies
- Knowledge of modern software engineering best practices e.g. test-driven development, CI / CD, containerisation
- Knowledge of MLOps / LLMOps, including model deployment, serving and monitoring
- Experience of working in an Agile environment
Minorities, women, LGBTQ+ candidates, and individuals with disabilities are encouraged to apply.
Interviews will take place this and next week, so please apply immediately to be considered for this exciting contract role or call Bangura Solutions to discuss this role further
