JPMC is looking to solve complex business problems in the financial services industry by developing high-impact AI applications and platforms using unique data and full-service advantage.
Requirements
- Solid Python programming skills required; with other high-performance language such as Go a big plus
- Expert knowledge of one of the cloud computing platforms preferred: Amazon Web Services (AWS), Azure, Kubernetes.
- Real-world experience in using LLMs (OpenAI, Claude or other models ) to solve business problems, including full workflow toolset, such as tracing, evaluations and guardrails.
- Knowledge of data pipelines, both batch and real-time data processing on both SQL (such as Postgres) and NoSQL stores (such as OpenSearch and Redis)
- Expertise in application, data, and infrastructure architecture disciplines
- Deep knowledge in Data structures, Algorithms, Machine Learning, Data Mining, Information Retrieval, Statistics.
- Knowledge of machine learning frameworks: Pytorch, Keras, MXNet, Scikit-Learn
Responsibilities
- Hands-on architecture and implementation of lighthouse ML and LLM-powered solutions
- Design and implement highly scalable and reliable data processing pipelines and deploy model inference services.
- Deploy solutions into public cloud infrastructure
- Experiment, develop and productionize high quality machine learning models, services, and platforms to make a huge technology and business impact
- Collaborate across JPMorgan AWM’s lines of business and functions to accelerate adoption of common AI capabilities
- Close partnership with peers in a geographically dispersed team and colleagues across organizational lines
- Develop cutting edge ML and LLM models
Other
- MS in Computer Science, Statistics, Mathematics or Machine Learning.
- Minimum 4 years development experience, preferably with 2+ years hands-on Machine Learning Engineering
- Excellent communication skills and ability to communicate with senior technical and business partners
- Proven capacity to innovate, including new AI/ML idea generation and GenAI-based solutions
- Understanding of finance or wealth management businesses is an added advantage
