Job Opportunity: Lead Software Engineer in Asset and Wealth Management
JPMorgan Chase & Co. is actively seeking a seasoned Applied AI/ML Engineer/Data Scientist Lead to join our innovative team in India. As a Lead Software Engineer focused on AI/ML, you will collaborate with global colleagues to develop and implement cutting-edge AI/ML solutions that address complex Technology Operations and SRE challenges.
Key Responsibilities
- Lead the development and deployment of AI/ML Solutions for AWM AIOps Function.
- Design, implement, and optimize AI/ML models and algorithms to solve business problems.
- Collaborate with cross-functional teams to translate requirements into technical solutions.
- Train and evaluate AI/ML models using large datasets.
- Apply advanced statistical and ML techniques, such as predictive modeling, time series analysis, and optimization algorithms, to extract insights from complex data sets.
- Optimize and fine-tune AI/ML models for performance and accuracy.
- Design and develop data pipelines for data preprocessing and transformation.
- Stay updated on the latest trends and advancements in data science and machine learning, continuously enhancing your skills and knowledge.
Required Qualifications
- Formal training or certification in software engineering with 5+ years of applied experience.
- Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
- 10+ years of strong programming skills in Python, with experience in developing and maintaining production-level code.
- Proficiency in managing large datasets and data preprocessing.
- Solid understanding of AI/ML algorithms, including deep learning, time series forecasting, and natural language processing.
- Experience with cloud platforms like AWS for deploying and scaling AI/ML models.
- Experience with ETL tools such as Airflow.
- Strong problem-solving and analytical skills.
- Excellent communication and collaboration skills.
- Knowledge of infrastructure operations.
Preferred Qualifications
- Experience in backend development, including databases (SQL/NoSQL/Graph), programming languages (Python/Java/Node.js), web frameworks, APIs, and microservices, along with front-end development skills (HTML, CSS, JavaScript).
- Knowledge of SRE practices.
- Experience with AWS EKS, ECS, RDS, and DynamoDB.
- Knowledge of large language models (LLMs) and associated toolsets in the LLM ecosystem (e.g., Langchain, Vector databases, opensource Hugging Face Models).
- Exposure to cloud automation technologies such as Terraform.
- Ability to assess and choose suitable LLM tools and models for diverse tasks, including curating custom datasets, fine-tuning LLM with parameter-efficient methods, and developing advanced LLM prompts, Retrieval-Augmented Generation (RAG) solutions, and Intelligent agents for LLMs.
JPMorgan Chase & Co. is one of the oldest financial institutions, offering innovative financial solutions to millions of consumers, small businesses, and prominent corporate, institutional, and government clients under the J.P. Morgan and Chase brands. With over 200 years of history, we lead in investment banking, consumer and small business banking, commercial banking, financial transaction processing, and asset management.
We value diversity and inclusion and recognize that our people are our strength. We are an equal opportunity employer and do not discriminate based on any protected attribute. We also provide reasonable accommodations for applicants and employees with disabilities or religious needs. For more information, please visit our FAQs about requesting an accommodation.
Company Name: JPMorgan Chase & Co.
Job Title: Lead Software Engineer - Applied AI/ML Lead