Applied AI ML, Sr Associate
- Hands-on architecture and implementation of lighthouse ML and LLM-powered solutions
- Close partnership with peers in a geographically dispersed team and colleagues across organizational lines
- Collaborate across JPMorgan AWM's lines of business and functions to accelerate adoption of common AI capabilities
- 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
- MS in Computer Science, Statistics, Mathematics or Machine Learning.
- Minimum 4 years development experience, preferably with 2+ years hands-on Machine Learning Engineering
- Proven capacity to innovate, including new AI/ML idea generation and GenAI-based solutions
- 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. Understanding of LLM fine-tuning and inference a plus
- 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.
- Excellent communication skills and ability to communicate with senior technical and business partners
- Expert in at least one of the following areas: Natural Language Processing, Reinforcement Learning, Ranking and Recommendation, or Time Series Analysis.
- Knowledge of machine learning frameworks: Pytorch, Keras, MXNet, Scikit-Learn
- Understanding of finance or wealth management businesses is an added advantage
JPMorgan Chase & Co. is an Equal Opportunity Employer, including Disability/Veterans Base Pay/Salary
Jersey City,NJ $128,250.00 - $195,000.00 / year
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