Machine Learning Developer
BNP Paribas
Department: FRS
About Business line/Function: ITG
Position Purpose: The candidate will be a part of the Transformation team who will work on AI development projects for FRS with Paris, APAC, Nar and UK.
The activity will mainly consist of development and maintenance activities.
We are looking for an ML developer to build, optimize and scale up our engines to scale up our Finance and Risk applications. The role objective is to design models, manage databases and ensure that the model remains accurate, explainable and cost effective.
The position will lead to develop knowledge on various financial and credit risk topics as well as BNPP information system within a motivating environment.
Responsibilities
Direct Responsibilities
Model Design & Training: Implement algorithms to solve business problems
Feature Engineering: Design and Automate data pipelines to transfer data to high signal features
ML Deployment: Deploy models as scalable AP’s using tools
Performance tuning: Optimization models to cost latency and memory
Functional expertise
- Workflow automation
- MLOps and CI/CD integration
- Monitoring, logging, and alerting
- Python for ML pipelines
- Model training, tuning, and deployment
- LangChain pipelines with tools and agents
- Automation using schedulers, queues, and APIs
- Integration with enterprise systems
- SQL basics
- API integration
- Prompt tuning and experimentation
- Unit testing and documentation
- Automated ML pipelines
- Deployment scripts
- Monitoring dashboards
- Retraining and rollback mechanisms
Code Development & maintenance: Identify, track and resolve bugs
Documentation: Contribute to technical specifications, user manuals to ensure transparency.
Testing: Perform unit and integration testing to ensure software reliability and performance
AI Integration: Use AI tool LLM, API’s etc
Contributing Responsibilities
Contribute to overall FR&S and ISPL Vision goals as directed by Team and Department Management
Specific Qualifications
Technical skills:
- Database: Oracle PL /SQL
- Agile working Method
- Unit testing, Integration testing, Acceptance testing
- Python
- Ability to collaborate / Teamwork
- Adaptability
- Ability to deliver / Results driven
- Active listening
Location: Mumbai
Experience: 4-7 years
About BNP Paribas Group
BNP Paribas is the European Union’s leading bank and key player in international banking. It operates in 65 countries and has nearly 185,000 employees, including more than 145,000 in Europe. The Group has key positions in its three main fields of activity: Commercial, Personal Banking & Services for the Group’s commercial & personal banking and several specialized businesses including BNP Paribas Personal Finance and Arval; Investment & Protection Services for savings, investment, and protection solutions; and Corporate & Institutional Banking, focused on corporate and institutional clients. Based on its strong diversified and integrated model, the Group helps all its clients (individuals, community associations, entrepreneurs, SMEs, corporates and institutional clients) to realize their projects through solutions spanning financing, investment, savings and protection insurance. In Europe, BNP Paribas has four domestic markets: Belgium, France, Italy, and Luxembourg. The Group is rolling out its integrated commercial & personal banking model across several Mediterranean countries, Turkey, and Eastern Europe. As a key player in international banking, the Group has leading platforms and business lines in Europe, a strong presence in the Americas as well as a solid and fast-growing business in Asia-Pacific. BNP Paribas has implemented a Corporate Social Responsibility approach in all its activities, enabling it to contribute to the construction of a sustainable future, while ensuring the Group's performance and stability.
About BNP Paribas India Solutions
Established in 2005, BNP Paribas India Solutions is a wholly owned subsidiary of BNP Paribas SA, European Union’s leading bank with an international reach. With delivery centers located in Bengaluru, Chennai and Mumbai, we are a 24x7 global delivery center. India Solutions services three business lines: Corporate and Institutional Banking, Investment Solutions and Retail Banking for BNP Paribas across the Group. Driving innovation and growth, we are harnessing the potential of over 10000 employees, to provide support and develop best-in-class solutions.
Commitment to Diversity and Inclusion
At BNP Paribas, we passionately embrace diversity and are committed to fostering an inclusive workplace where all employees are valued, respected and can bring their authentic selves to work. We prohibit Discrimination and Harassment of any kind and our policies promote equal employment opportunity for all employees and applicants, irrespective of, but not limited to their gender, gender identity, sex, sexual orientation, ethnicity, race, colour, national origin, age, religion, social status, mental or physical disabilities, veteran status etc. As a global Bank, we truly believe that inclusion and diversity of our teams is key to our success in serving our clients and the communities we operate in. As a global Bank, we truly believe that inclusion and diversity of our teams is key to our success in serving our clients and the communities we operate in.