Senior ML Research Engineer: Real-Time NLP for ESG Signals

Bloomberg; Greater London; Presencial; GBP 120 000 - 170 000; Tempo integral

Resumo da oferta

Bloomberg's Engineering AI department in London is seeking a Senior ML Research Engineer to advance sustainability-focused AI solutions. You will collaborate with domain experts, own end-to-end projects from research to deployment, and build real-time NLP pipelines using LLMs to extract and assess sustainability risks from diverse data sources.

You will train ML models tailored for financial materiality and climate signals, publish findings, and engage with conferences and open-source

Qualificações

• Experience building production ML systems, with exposure to sustainability and responsible investment problems.
• Practical experience with Machine Learning problems and Large Language Models.
• Ph.D. in ML, NLP or a relevant field or MSc in CS, ML, Math, Statistics, Engineering, or related fields and previous relevant work experience.
• Proficiency in software engineering with Python, including experience with production ML infrastructure (model serving, data pipelines, evaluation frameworks).
• Familiarity with LLM-based systems for structured information extraction from unstructured text.
• An understanding of CS fundamentals such as data structures and algorithms and a data oriented approach to problem-solving.
• Excellent communication skills and the ability to collaborate with engineering peers as well as non-engineering stakeholders such as sustainable finance analysts, product managers, and domain experts.
• Interest in sustainability or climate finance is a strong plus.
• A track record of authoring publications in top conferences and journals is a strong plus.

Responsabilidades

• Collaborate with sustainable finance domain experts to develop systems that identify, categorize, and assess sustainability risks
• Own cross-team projects end-to-end, from research and experimentation through production deployment
• Research and train ML models that help investors assess and manage sustainability risks
• Design and build real-time NLP pipelines using large language models
• Develop evaluation frameworks and annotation tooling that drives continuous model improvement
• Stay current with the latest research in NLP, LLMs, and estimation techniques, and incorporate new findings into our models and methodologies
• Represent Bloomberg at scientific and industry conferences and in open-source communities
• Publish product and research findings in documentation, whitepapers or publications to leading academic venues

Conhecimentos

Production ML systems

Python proficiency

LLM experience

NLP & ML

Communication skills

Formação académica

PhD in ML/NLP or related

MSc in CS/ML/Math/Stats/Engineering

Ferramentas

Model serving

Data pipelines

Evaluation frameworks

Descrição da oferta de emprego

Bloomberg's Engineering AI department in London is seeking a Senior ML Research Engineer to advance sustainability-focused AI solutions. You will collaborate with domain experts, own end-to-end projects from research to deployment, and build real-time NLP pipelines using LLMs to extract and assess sustainability risks from diverse data sources.

You will train ML models tailored for financial materiality and climate signals, publish findings, and engage with conferences and open-source