Expoint - all jobs in one place

המקום בו המומחים והחברות הטובות ביותר נפגשים

Limitless High-tech career opportunities - Expoint

JPMorgan AWM Analytics Solution- AI/ML- Vice President 
India, Karnataka, Bengaluru 
640164288

Yesterday

As a Generative AI/ML Specialist within AWM Risk Management, you will be an essential member of an agile team focused on developing and implementing cutting-edge generative AI and machine learning solutions. Your role will involve providing strategic leadership in the design and execution of innovative generative AI/ML models and algorithms that drive business transformation and enhance decision-making processes. You will architect solutions that are adaptable and scalable, ensuring they remain robust at their core while being flexible enough to evolve with changing business needs. As a core technical and strategic contributor, you will collaborate across various business functions to integrate AI/ML capabilities that align with the firm's objectives. Additionally, you will work closely with leadership to provide thought leadership, develop strategic roadmaps, and evaluate new AI/ML technologies, requiring a blend of technical expertise and strategic vision.

Job Responsibilities

  • Design, develop, and implement advanced AI/ML solutions to address various business needs, ensuring scalability and performance. Build upon state-of-the-art Gen-AI models, to support various use cases such as Document Q&A, Information Retrieval/Summarization, Search, etc.
  • Work closely with leadership to set the technical vision and execute strategic roadmaps, transforming business requirements into actionable AI/ML specifications.
  • Lead AI/ML projects through the ML development lifecycle. Employ agile methodology, defining key milestones and ensuring timely delivery.
  • Stay at the forefront of data science and machine learning advancements, collaborating with the internal AI/ML community to introduce innovative solutions to the AWM Risk organization.
  • Mentor junior data scientists and analysts, and design training programs to enhance AI/ML awareness and adoption within the team.
  • Develop and maintain efficient data pipelines and workflows, ensuring data quality and integrity through rigorous cleaning, preprocessing, and validation.
  • Conduct exploratory data analysis to uncover trends and insights, performing statistical analysis and hypothesis testing to support data-driven decision-making.
  • Present findings through clear and impactful visualizations and reports, enabling informed decision-making across the organization.

Qualifications, Skills and Capabilities:

  • Bachelors or higher in a quantitative discipline such as Computer Science, Data Science, or Machine Learning. with 7+ years of experience
  • Proficiency in programming languages such as Python or R, and experience with SQL and relational databases.
  • Deep knowledge of machine learning, artificial intelligence, and statistical analysis and modeling techniques.
  • Strong problem-solving skills, attention to detail, and the ability to work independently and as part of a team.
  • Excellent communication and collaboration skills, with the ability to inspire and lead teams composed of both technical and non-technical members.

Qualifications, Skills and Capabilities:

  • Experience with large language models (LLMs), prompt engineering techniques, and generative AI.
  • Solid background in natural language processing (NLP), deep learning methods, and experience in implementing ML solutions for insights, pattern detection, and forecasting.
  • Experience with Graph Databases, Large Graph Models (LGM) and GraphRAG applications.