3291 IT & Software Developer jobs in the UK

Vallum Associates Limited jobs

Agentic AI Lead

£132,000 - 132,000
Vallum Associates Limited
South Road, South East London
£132,000 - 132,000
Company Size icon
Company Size
50-200
Company Type icon
Company Type
Services
Exp Level icon
Exp Level
Lead
Job Type icon
Job Type
Full-Time
Language icon
Language
English
Visa sponsorship icon
Visa sponsorship
No

Requirements

Must:
- Extensive hands-on experience with frameworks and libraries - Proficient in scikit-learn and SciPy for ML algorithms - Hands-on experience with Python and PyTorch for developing enterprise applications - Skilled in natural language processing tasks such as entity recognition and tokenization - Strong knowledge of API/Microservices, async programming, multithreading, performance, reliability, caching, event-driven design, data pipelines, and workflows - Hands-on experience with Amazon SageMaker for building, training, and deploying scalable machine learning models in the cloud - Experience in building rapid applications using FastAPI and Streamlit - Good understanding of software engineering, architecture, testing, code quality principles, and test-driven development (TDD) - Must have experience with Generative AI & LLMs - Proficient in crafting context-aware prompts for optimal performance from LLMs for summarization, reasoning, extraction, and classification tasks - Hands-on experience in designing intelligent retrieval pipelines combining vector databases like FAISS with semantic search mechanisms - Experience in developing intelligent agents capable of reasoning, planning, and tool use using frameworks such as ReAct and LangChain/Langgraph - Experience with clustering techniques and classification models

Technologies

AI
FastAPI
Machine Learning
PyTorch
TDD

Responsibilities

- Design and implement machine learning algorithms and models - Develop enterprise-level applications using Python and associated frameworks - Execute natural language processing tasks efficiently - Collaborate on API and Microservices architecture development - Engineer and maintain robust data pipelines and workflows - Build, train, and deploy machine learning models using Amazon SageMaker - Rapidly prototype applications using FastAPI and Streamlit - Ensure software quality through testing and adherence to engineering principles - Create and optimize intelligent retrieval pipelines and generative AI models - Develop intelligent agents that can reason and plan effectively

Description


We are a forward-thinking technology company specializing in machine learning and artificial intelligence solutions. Our team is dedicated to innovation and excellence, striving to push the boundaries of what is possible. We offer a collaborative work environment, opportunities for professional development, and a focus on a strong work-life balance. Join us in a dynamic location that fosters creativity and growth as we tackle challenges at the forefront of technology.
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