Senior Machine Learning Software Engineer
2 months ago
We’re looking for a talented software engineer with experience in Natural Language Processing (NLP) to join our early-stage, fast-paced Oxford University AI startup that aims to empower everyone to better plan their future careers.
You will play a key role in designing and engineering our first product: a brand-new greenfield project to help people of all backgrounds and job seekers find their dream careers. This product will be our first step towards achieving our company’s mission of transforming the recruitment landscape for the better.
We need people who can use their enthusiasm for building things, interest in start-up culture and intensity, with experience and knowledge about AI, including machine learning, knowledge graphs, especially NLP.
Here’s a snapshot of the types of… projects you will be involved in when you join us:
• Veer’s looking to deliver a chatbot to help jobseekers navigate the ever changing environment with dynamically updating jobs data and trends.
• Veer is building a roles and skills knowledge base which is able to distil this information into clear cut roles and skills with relationships between them. Visual Exploration of Careers & LMI Knowledge – While Veer will be powered by AI – that’s only half the story – as visualisation and UI/UX will be essential in making these insights accessible to jobseekers. We’re trying to work out how best to merge our job market insights with a dynamic UI/UX which allows users with little-to-no prior knowledge of the careers landscape to begin their search.
A brilliant junior/intermediate software engineer ideally with a minimum of 1-2 years of industry experience (but highly talented graduates also encouraged to apply).
• Strong, meticulous, and fast programming skills across a variety of popular languages, stacks, and environments, but with a deep proficiency in modern Python.
• Interest in working for a rapid-paced AI startup within a small agile team.
• Fundamentals of Machine Learning and experience with PyTorch, TensorFlow, Keras or Jax and HuggingFace Transformers.
Natural Language Processing expertise and experience developing applications, especially in applying transformer architectures and Large Language Models (LLMs).
• Computer systems expertise; familiarity with DevOps, cloud architectures, containerization and orchestration technologies
Experience or background in data science
• Productionising ML and AI solutions for deployment to the cloud
• Creating domain-specific document representations, applying clustering algorithms to large datasets, designing and training bespoke deep learning modules in the language domain, interfacing with LLMs.
• Designing, implementing, and testing a careers guide chatbot: integrating and productionising off-the-shelf LLM APIs, fine-tuning open-source conversational models.Hybrid and flexible working with offices in London.
• A chance to truly shape the development of a brand new product and make your opinions heard as a founding member of the team.
• You can help us shape our company benefits as a member of the team.
Veer is a small team from London and the University of Oxford, founded by Sue Douglas and Professor Sir Nigel Shadbolt, with a passion and plan for changing the recruitment landscape for the better. We’re making it our mission to rebuild the world’s recruitment infrastructure from the ground up, questioning every assumption and belief about how these systems should work in pursuit of the best user experience, from career discovery to interviews.
We want to create beautiful, engaging and thoughtful software that helps people find a job that will set them on a career path to success.
Language requirements:
Senior (5+ years of experience)
Tagged as: Academia , Classification , Clustering , Language Modeling , NLP , United Kingdom
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