Quant Modeling Machine Learning Associate - JP Morgan, Mumbai

Jp morgan

3 - 7 years

12 - 18 Lacs

Bengaluru Karnataka India

Posted:1 month ago| Platform: Foundit logo

Apply

Skills Required

Statistical Modeling risk modeling

Work Mode

On-site

Job Type

Full Time

Job Description

Job responsibilities

Utilize cutting-edge approaches to design and develop sophisticated machine learning models to drive impactful decisions for the business
Leverage big data/distributed computing/cloud computing platforms to optimize and accelerate model development processes
Work closely with the senior management team to develop ambitious, innovative modeling solutions and deliver them into production
Collaborate with various partners in marketing, risk, technology, model governance, etc. throughout the entire modeling lifecycle (development, review, deployment, and use of the models)

Required qualifications, capabilities, and skills

Ph.D. or MS degreein Mathematics, Statistics, Computer Science, Operational Research, Econometrics, Physics, or other related quantitative fields
Deep understanding of advanced machine learning algorithms (e.g., regressions, XGBoost, Deep Neural Network CNN, RNN and Transformer, Clustering, Recommendation) as well as design and tuning procedures
Polished and clear communication

Preferred qualifications, capabilities, and skills

Minimum 4 years of experience in developing and managing predictive risk models in financial industry
Demonstrated experience in designing, building, and deploying production quality machine learning and deep learning models. Experience in interpreting deep learning models is a plus
Minimum 4 years of experience and proficiency in coding (Python, Tensorflow or PyTorch, PySpark, SQL), familiarity with cloud services (AWS Sagemaker, Amazon EMR)
Demonstrated expertise in data wrangling and model building on a distributed Spark computation environment (with stability, scalability and efficiency). GPU experience is a plus
Strong ownership and execution, proven experience in implementing models in production

More Jobs at Jp morgan

Security Engineer II - Java, AWS, Security

Bengaluru, Karnataka, India

2.0 - 7.0 yrs

INR 2 - 7 Lacs

Regulatory Compliance Applications Support Associate

Bengaluru, Karnataka, India

9.0 - 15.0 yrs

INR 9 - 15 Lacs

Business Support Management - Invoice Processing - Team Member

Pune, Maharashtra, India

1.0 - 3.0 yrs

INR 1 - 3 Lacs

Strategic Analytics - Cards Collections, Vice President

Bengaluru, Karnataka, India

12.0 - 15.0 yrs

INR 12 - 15 Lacs

Business Support Management - Invoice Processing - Team Member

Delhi, Delhi, India

1.0 - 3.0 yrs

INR 1 - 3 Lacs

Mock Interview

Practice Video Interview with JobPe AI

Start Job-Specific Interview

Start Your Job Search Today

Browse through a variety of job opportunities tailored to your skills and preferences. Filter by location, experience, salary, and more to find your perfect fit.