· 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.
· Lead a team
of engineers and data scientists in developing enterprise-level AI/ML solutions
at a fast pace, ensuring that solutions align with both business and technical
requirements.
· 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 the
team 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
Required
Skills
· 8+ 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.
Preferred
Qualifications:
· B.E/B.Tech
from IITs
· 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
Skills Required
- 8+ years of experience developing and deploying AI/ML solutions
- At least 2 years of experience in enterprise software development
- Expertise in TensorFlow, PyTorch, and Keras
- Strong proficiency in Java, Python, and related programming languages
- In-depth understanding of Natural Language Processing and experience with LLMs such as GPT and BERT
- Experience with vision-based algorithms applied to real-world 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 ability to adapt AI/ML approaches to changing business needs
- B.E./B.Tech degree from an IIT
- Experience in lending, transaction banking, or fintech industries
- Familiarity with enterprise software architecture and integration patterns in financial services
- Hands-on experience with MLOps practices and production ML deployment and maintenance 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.
