- Lead the design, development, and deployment of AI/ML solutions for the lending and transaction banking businesses, focusing on high-impact areas like credit scoring, risk assessment, payment processing, and fraud detection.
- Architect and implement Deep Learning models using frameworks such as TensorFlow, PyTorch, and other modern ML libraries
- Drive the development and optimization of NLP models and Large Language Models (LLMs) for applications like automated document processing, customer profiling, and customer interaction.
- Implement vision-based algorithms for document verification, KYC (Know Your Customer) processes, and transaction monitoring.
- Collaborate with business stakeholders to understand the business processes, define AI-driven features, and ensure smooth integration of machine learning models into the existing technology stack.
- Ensure best practices in machine learning lifecycle management, including model training, tuning, and deployment in enterprise environments.
- Guide in managing the scalability, performance, and robustness of AI solutions, ensuring they meet the needs of enterprise software systems in transaction banking and lending.
Requirements
- 6+ years of experience in developing and deploying AI/ML solutions, with at least 2 years of experience in enterprise software development.
- Expertise in Deep Learning frameworks like TensorFlow, PyTorch, and Keras.
- Strong proficiency in Java, Python, and related programming languages.
- In-depth understanding of Natural Language Processing (NLP), with experience working on LLMs (e.g., GPT models, BERT).
- Experience with vision-based algorithms and their application in real-world financial problems.
- Knowledge of business processes in the lending domain and transaction banking.
- Proven track record of building scalable and robust AI solutions in enterprise environments.
- Strong problem-solving skills, with the ability to adapt AI/ML approaches to rapidly evolving business needs
- B.E/B.Tech from Tier 1 institute
- Previous experience in the lending, transaction banking, or fintech industries.
- Familiarity with enterprise software architecture and integration patterns, especially in the context of financial services.
- Hands-on experience with MLOps practices and tools for deploying and maintaining machine learning models in production.
Benefits
- Work at the cutting edge of AI/ML, focusing on lending and transaction banking use cases.
- Join a fast-paced, dynamic environment where you can drive innovation and deliver impactful AI solutions.
- Competitive salary and benefits, along with ample opportunities for professional growth.
Skills Required
- 6+ years of experience developing and deploying AI/ML solutions
- At least 2 years of enterprise software development experience
- Expertise in TensorFlow, PyTorch, and Keras
- Strong proficiency in Java, Python, and related programming languages
- In-depth NLP knowledge and experience with LLMs such as GPT and BERT
- Experience with vision-based algorithms applied to financial problems
- Knowledge of lending and transaction banking business processes
- Track record of building scalable and robust AI solutions in enterprise environments
- Strong problem-solving skills and adaptability to evolving business needs
- B.E. or B.Tech from a Tier 1 institute
- Experience in lending, transaction banking, or fintech
- Familiarity with enterprise software architecture and integration patterns in financial services
- Hands-on experience with MLOps practices and production ML deployment tools
What We Do
Nucleus Software is the leading provider of lending and transaction banking solutions to the global financial services industry. Its software powers the operations of more than 200 financial institutions in 50 countries, supporting retail banking, corporate banking, cash management, internet banking, automotive finance & other business areas. FinnOne Neo™ - End-to-End Loan Lifecycle Management A comprehensive product suite built to digitize the lending operations of the global banking and financial services industry. FinnOne Neo is an agile and customer-centric platform capable of servicing the entire loan cycle. Nucleus Software’s FinnOne has been the 10 time winner World's Best Selling Lending Software. Nucleus Software's Lending Mobility Solutions enable the user to perform paperless data sourcing, revert back with application statuses, submit field investigation responses, collect upfront payments and compute repayment related calculations. The applications are based on robust platform with effective integration of security and technological aspects to cater to stringent requirements of financial institutions. Nucleus Software’s FinnAxia is a comprehensive cash management solution that caters to Global Receivables, Global Payment, Global Liquidity , e-Financial supply chain management and Business Internet Banking providing flexible, speedy & efficient execution of cash management processes. The web-enabled solution provides a competitive edge to banks and financial institutions with its seamlessly integrated modules. Acting as a powerhouse, Nucleus Software’s FinnAxia offers scalable and flexible banking solutions designed to address the dynamic business needs of the banks customers. Nucleus Software also offers solutions to customers in the areas of Managed Infrastructure services and Application Development & Maintenance.
