What are the responsibilities and job description for the Machine Learning Software Engineer-Senior Associate position at NLP PEOPLE?
J.P. Morgan is a global leader in financial services, providing strategic advice and products to the world’s most prominent corporations, governments, wealthy individuals, and institutional investors. Our first-class business in a first-class way approach to serving clients drives everything we do. We strive to build trusted, long-term partnerships to help our clients achieve their business objectives.
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As a Machine Learning Software Engineer within JPMorgan, you will be a vital member of an agile team, tasked with designing and delivering secure, stable, and scalable market-leading technology products. Your role involves implementing critical technology solutions across a variety of technical areas within different business functions, all in support of the firm’s business objectives.
Job Responsibilities :
- Work with product managers, data scientists, ML engineers, and other stakeholders to understand requirements.
- Design, develop, and deploy state-of-the-art AI / ML / LLM / GenAI solutions to meet business objectives.
- Develop and maintain automated pipelines for model deployment, ensuring scalability, reliability, and efficiency.
- Implement optimization strategies to fine-tune generative models for specific NLP use cases, ensuring high-quality outputs in summarization and text generation.
- Conduct thorough evaluations of generative models (e.g., GPT-4), iterate on model architectures, and implement improvements to enhance overall performance in NLP applications.
- Implement monitoring mechanisms to track model performance in real-time and ensure model reliability.
- Communicate AI / ML / LLM / GenAI capabilities and results to both technical and non-technical audiences.
Required Qualifications, Capabilities, and Skills :
Preferred Qualifications, Capabilities, and Skills :
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