Lead AI Engineer – ML, NLP, RAG, LLM Orchestrating
Job title: Lead AI Engineer – ML, NLP, RAG, LLM Orchestrating
Company: Sentinel IT
Job description: Lead AI Engineer (ML, NLP, RAG, LLM Orchestrating, OpenAI)Remote contract6 Months +Exciting contract opening and outside of IR35.My client is operating as a product company and develop solutions for VC (Venture Capitalists). This will be a fully-fledged product experience!We are seeking for a senior Software Engineer, with a strong AI/ML background.Someone who can lead the project’s development, build effective LLM apps, RAG systems (for structured and unstructured data) and move from foundation models to open-source fine-tuned solutions.This position will suit you if you have strong software engineering experience and a passion for NLP and AI and a deep understanding of transformer architectures.My client is committed to elevating human productivity tenfold through intelligent agents. So, we’re looking for individuals who are not just tech-savvy but also passionate about leveraging AI to create tools that make people more effective. If you believe in the transformative power of AI and enjoy building systems that have a tangible impact on daily workflow, you’ll be an excellent fit for within the team!Experience/Skills sought:Master’s Degree in Computer Science or a related technical discipline
10+ years of technical engineering experience with coding in languages including, but not limited to C++, C#, PHP Rust, Go, Python, etc
Solid experience with deep learning frameworks like TensorFlow, PyTorch and others
Strong understanding of Natural Language Processing (NLP) and transformer architectures like BERT, GPT4, T5, LLaMA, etc
Commercial experience in training, fine-tuning, and validating ML models
Commercial experience in building LLM applications, especially RAG (Retrieval Augmented Generation) systems, RAG Evaluation
Technical lead or team lead experience in an engineering team of at least 2 years
Familiarity with distributed systems, containerization, and modern DevOps practices (e.g., K8S, Docker, CI/CD)Excellent English communication skills, both written and verbal, to effectively collaborate with cross-functional teams and stakeholdersAdditional or Preferred Experience:Expertise in working with OpenAI’s API, LlamaIndex and Vector Stores (Weaviate, Chroma, Pinecone etc.)
Experience with Deep Prompt Engineering techniques (ReAct, Reflection, etc.)
Experience in implementing solutions that are described on the arxiv and for which there are no standard toolkits.What will you be doing:Responsible for the architecture of the LLM application
Building a scalable complex RAG system; RAG evaluation
Actively research the latest AI/ML approaches
Building the process of fine-tuning models
Write code to implement AI/ML part of the application
Leadership in managing a team of engineers (4+ persons)
Mentor team members and ensure they adhere to determining software quality standards
Expected salary: £750 per day
Location: London
Job date: Sat, 27 Jul 2024 22:27:40 GMT
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