NLP Engineers at Mumbai Full Time

WHO WE ARE:

TIFIN is a fintech company backed by industry leaders including JP Morgan, Morningstar, Broadridge and Hamilton Lane.

We build engaging experiences through powerful AI and personalization. We leverage the combined power of investment intelligence, data science, and technology to make investing a more engaging experience and a more powerful driver of financial well-being.

At TIFIN, design and behavioural thinking enable engaging customer-centred experiences along with software and application programming interfaces (APIs). We use investment science and intelligence to build algorithmic engines inside the software and APIs to enable better investor outcomes.

We hope to change the world of wealth in ways that personalized delivery has changed the world of movies, music and more. In a world where every individual is unique, we believe in the power of AI-based personalization to match individuals to financial advice and investments is necessary to drive wealth goals.

Responsibilities:  

• Drive the research and innovation in a result-oriented direction. 
• Stay up to date with the latest research trends, have a high level of curiosity and keep exploring advancements in NLU and their applications in conversational AI. 
• Mentor other team members during the experimentation phase and help them narrow down the inconclusive direction. 
• Come up with ideas to improve NLU capabilities using transfer learning from historical conversational data. 
• Benchmark the prototype on Data to gain the required precision. 
• Perform in-depth analysis of failure points of the algorithm on different environments. 
• Foresee data requirements for future research projects and come up with innovative approaches for data generation. 
• Scale models for multiple domains with the help of DevOps, backend and frontend teams. 
• Publish and present successful research in relevant journals and conferences. 

Requirements: 

• Experience with training and fine-tuning machine learning models on large text datasets. 
• Strong computer science fundamentals and 3+ years of software development experience. 
• Track record of thinking big and finding simple solutions while dealing with ambiguity. 
• Proven experience as a Natural Language Processing Engineer or other similar roles. 
• Good understanding of Natural Language Processing tricks and techniques for semantic extraction, data structure, and modelling. 
• Understanding of text representation techniques, algorithms, and statistics Familiarity with R language, Python, and Java. 
• Good knowledge of Machine Learning frameworks such as eras, PyTorch,  etc. 
• Ability to code and design software architectures. 
• Problem-solving abilities, communication skills, and analytical mind.
• Proven and successful experience on at least one of the projects amongst information retrieval, machine comprehension, entity recognition, text classification, semantic frame parsing or machine translation. 
• Relevant publications, patents or talks delivered at reputed conferences are a bonus. ∙

Work Ex: 3+ years

Location: Bandra West, Mumbai (On-site)