Machine Learning Engineer (LLMs)
About Us
Travtus is an AI R&D Company based in London, developing AI solutions for the Residential Real Estate industry. Through our data platform and applications, we are delivering automation and front-line intelligence through natural conversation and changing how real estate is operated, bringing automation for businesses and world-class customer service to renters.
The full job description covers all associated skills, previous experience, and any qualifications that applicants are expected to have.About the Role
As a Machine Learning Application Engineer in the team, you will be involved in Application Development, implementing and fine-tuning LLMs and Transformer Models. Primarily a delivery function, you will work closely with Analysts and Engineers to breathe life into our products.This is a role for an experienced Machine Learning Engineer who works hands-on fine-tuning and deploying LLMs and data models into production within a commercial setting.Key Responsibilities
Design, implement and maintain Machine Learning Model pipelinesTrain and fine-tune LLMsDefine infrastructure requirements and architecture for Model Training and InferenceMeasure and review the performance of production models, performing evaluation and tuningWork closely as a part of the software development team to deploy models into productionMust-Have Requirements
Have deep, expert level experience with Python developmentEstablished application development experience in Service Oriented ArchitecturesExperience implementing Transformers (ideally, HuggingFace)Fine-tuned Transformer Models (ideally with AWS sagemaker but not essential)Experience deploying models and hosting via an API (AWS is preferred)Experience writing AWS Lambda functionsNice-to-Have Requirements
Experience building applications in LangchainExperience implementing Retrieval Augmented GenerationExperience working with Vector DatabasesCompensation, Perks & Benefits
£70,000 - 85,000 base salary (salary assessment will be primarily based on experience)Deliveroo weekly budgetAXA healthcareUnlimited holidayAbout the Team
Our team is a multi-disciplinary team of experts with everyone contributing their own area of specialism; from infrastructure to knowledge graphs, Real Estate Operations to dialogue design.Working in a truly collaborative style, where everyone is heard and brings something valuable to the conversation allows us to push the boundaries in this new technology area. We are fundamentally challenging the way one of the largest industries in the world operates, and our commercial success pays testament to the skill, commitment and passion that our team displays every day.Apply now and help us shape the future of AI
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