TEKsystems
Machine Learning Engineer
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Description
AWS ML stack: SageMaker (training, fine-tuning, endpoints), Bedrock (foundation models, embeddings, agents), Step Functions, Lambda, S3, DynamoDB. Production ML: end-to-end pipelines, model fine-tuning (LoRA, PEFT), evaluation frameworks, MLOps (model registry, CI/CD, monitoring, drift detection). RAG and embeddings: vector databases (OpenSearch Serverless, FAISS), chunking strategies, retrieval evaluation, knowledge base architectures. Python (core), with working knowledge of ML frameworks (PyTorch, HuggingFace Transformers) and data tooling (pandas, numpy, PySpark). Spatial/geometric ML: constraint optimization, generative and parametric design, layout algorithms, spatial reasoning. LLM integration: prompt engineering, function calling, agentic architectures, NLP for domain-specific tasks (code compliance, design narration). Software engineering fundamentals: APIs, containerisation (ECS/Docker), IaC (CDK or CloudFormation), CI/CD.
Skills
- aws
- python
- machine learning
- mlops
- LLM
- pyspark
- RAG
- ci/cd
- nlp based
- api
- docker
- cloud formation
Job Title: Machine Learning Engineer
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Location: London, UK
Rate/Salary: 500.00 - 600.00 GBP Daily
Job Type: Contract
Trading as TEKsystems. Allegis Group Limited, Maxis 2, Western Road, Bracknell, RG12 1RT, United Kingdom. No. 2876353. Allegis Group Limited operates as an Employment Business and Employment Agency as set out in the Conduct of Employment Agencies and Employment Businesses Regulations 2003. TEKsystems is a company within the Allegis Group network of companies (collectively referred to as "Allegis Group"). Aerotek, Aston Carter, EASi, Talentis Solutions, TEKsystems, Stamford Consultants and The Stamford Group are Allegis Group brands. If you apply, your personal data will be processed as described in the Allegis Group Online Privacy Notice available at https://www.allegisgroup.com/en-gb/privacy-notices.
To access our Online Privacy Notice, which explains what information we may collect, use, share, and store about you, and describes your rights and choices about this, please go to https://www.allegisgroup.com/en-gb/privacy-notices.
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We are part of a global network of companies and as a result, the personal data you provide will be shared within Allegis Group and transferred and processed outside the UK, Switzerland and European Economic Area subject to the protections described in the Allegis Group Online Privacy Notice. We store personal data in the UK, EEA, Switzerland and the USA. If you would like to exercise your privacy rights, please visit the "Contacting Us" section of our Online Privacy Notice at https://www.allegisgroup.com/en-gb/privacy-notices for details on how to contact us. To protect your privacy and security, we may take steps to verify your identity, such as a password and user ID if there is an account associated with your request, or identifying information such as your address or date of birth, before proceeding with your request. If you are resident in the UK, EEA or Switzerland, we will process any access request you make in accordance with our commitments under the UK Data Protection Act, EU-U.S. Privacy Shield or the Swiss-U.S. Privacy Shield.
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