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Applied AI ML Lead
JPMorgan Chase & Co.
posted 1mon ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
- Design, deploy and manage prompt-based models on LLMs for various NLP tasks in the financial services domain
- Conduct research on prompt engineering techniques to improve the performance of prompt-based models within the financial services field
- Collaborate with cross-functional teams to identify requirements and develop solutions to meet business needs within the organization
- Effectively communicate technical concepts to both technical and non-technical stakeholders
- Build and maintain data pipelines and data processing workflows for prompt engineering on LLMs
- Develop and maintain tools and framework for prompt-based model training, evaluation and optimization
- Analyze and interpret data to evaluate model performance to identify areas of improvement
Required qualifications, capabilities, and skills
- Formal training or certification on software engineering concepts and 3+ years applied experience
- Experience in NLP and deep learning with recent exposure on prompt engineering on LLMs
- Experience with prompt design and implementation or chatbot application
- Programming skills in Python with experience in PyTorch or TensorFlow
- Thorough knowledge of deep learning concepts, including attention mechanisms, transformers, and language modelling
- Experience in data pre-processing, feature engineering, and data analysis
- Excellent problem-solving and the ability to communicate ideas and results to stakeholders and leadership in a clear and concise manner
- Basic knowledge of deployment processes, including experience with GIT and version control systems for efficient collaboration and code management in MLOps projects
- Familiarity with data structures and algorithms, enabling effective problem-solving and optimization in machine learning workflows
- Hands on experience with MLOps tools and practices, ensuring seamless integration of machine learning models into production environments
- Understanding of the software development lifecycle, with a focus on incorporating machine learning components and adhering to best practices in version control and code quality
Preferred qualifications, capabilities, and skills
- Master s or PhD in Computer Science, Data Science or related field
- Experience in developing and deploying production-grade NLP models in the financial services industry
- Familiarity with machine learning frameworks like scikit-learn and Keras
- Experience in developing APIs and integrating NLP models into software applications
Employment Type: Full Time, Permanent
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What people at JPMorgan Chase & Co. are saying
Rating based on 1 Lead
review
Anonymous · BFSI, Investments & Trading
in Bangalore / Bengaluru
Likes
Jo Morgan is the best platforms to develop your skill sets in required field and help to grow in required segments
- Salary - Good
+6 more
Dislikes
Salary structure is low.
Lead salary at JPMorgan Chase & Co.
reported by
5
employees
with 7-15
years exp.
₹9.2
L/yr - ₹26.7
L/yr
38%
more
than the average Lead Salary in India
View more details
What JPMorgan Chase & Co. employees are saying about work life
based on 6.2k employees
Flexible timing
Monday to Friday
No travel
Day Shift
JPMorgan Chase & Co. Benefits
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Employee Programs Wellness Programs Health Care and Insurance Plans Family Care Retirement Savings Programs
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JPMorgan Chase & Co. Bangalore / Bengaluru Office Location
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501, 5th Floor, Prestige Centre Point, 7 Cunningham Road
Bengaluru
Karnataka 560056
Karnataka 560056
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