Applied AI ML Lead - DocAI
On-site · London, England, United Kingdom
London, England, United KingdomOn-siteFull TimeSenior LevelMasters DegreeInvestment BankingEnterprise
Type
Full Time
Level
Senior Level
Education
Masters Degree
Company size
Enterprise
Industry
Investment Banking
Job Summary
Applied AI / ML Lead role at JPMorgan in London focusing on leading ML/AI efforts across NLP/Computer Vision with strong emphasis on scalable production architectures, MLOps, and collaboration with software engineering, cloud/SRE teams; requires advanced degree and proven experience building and deploying machine learning models.
Required Qualifications
- Hands on experience in an ML engineering role
- Masters degree or PhD in a quantitative discipline, e.g. Computer Science, Mathematics, Statistics
- Track record of developing, deploying business critical machine learning models
- Broad knowledge of MLOps tooling – for versioning, reproducibility, observability etc
- Experience monitoring, maintaining, enhancing existing models over an extended time period
- Specialism in NLP or Computer Vision
- Solid understanding of fundamentals of statistics, optimization and ML theory. Familiarity with popular deep learning architectures (transformers, CNN, autoencoders etc.)
- Extensive experience with pytorch, numpy, pandas
- Hands-on experience in implementing distributed/multi-threaded/scalable applications (incl. frameworks such as Ray, Horovod, DeepSpeed, etc.)
- Able to communicate technical information and ideas at all levels; convey information clearly and create trust with stakeholders.
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