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Posted 1y ago

Lead Assistant Manager

@ EXL
India
HybridFull Time
Responsibilities:Design models, Analyze data, Collaborate teams
Requirements Summary:2+ years as a Data Scientist with NLP/Deep Learning, experience with LLMs, prompt engineering, Python; knowledge of Azure AI/OpenAI and NLP libraries.
Technical Tools Mentioned:LangChain, LangGraph, OpenAI, AutoGen, Python, NLP
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Job Description
Job Description – Generative AI – Band B We are seeking a highly skilled Data Scientist to join our team and work on the development of Large Language Models (LLMs) to solve analytical use cases. As a Data Scientist, you will play a crucial role in leveraging the power of natural language processing (NLP) to drive actionable insights and solve complex business challenges. Your expertise will contribute to the creation of cutting-edge language models that enhances process efficiency and drive business growth for our clients. Responsibilities: Design and optimize language models that can analyze and understand textual data. Your work will enable us to uncover meaningful patterns, trends, and insights from unstructured information, ultimately solving analytical use cases. Utilize sophisticated algorithms and methodologies to refine and improve the performance of our models, enabling accurate predictions and actionable outputs for analytical use cases. Stay informed about the latest advancements in NLP and LLM models and help us identify and adopt cutting-edge techniques. Enable us to continuously improve our language models and effectively address diverse analytical use cases. Work closely with cross-functional teams to address complex business challenges using LLM models. Help define the requirements to build and scale large language models across our customer base.  Provide data-driven insights and recommendations that support decision-making processes and enable us to overcome analytical hurdles. Document your methodologies, experiments, and results in clear and concise terms. Effectively communicate complex concepts and findings to both technical and non-technical stakeholders. Qualifications: A minimum of 2 years of experience as a Data Scientist, with hands-on experience working on NLP and Deep Learning models to solve analytical use cases. Experience working with Large Language Models (LLMs), including various prompt engineering techniques, word embeddings and vector databases. Azure stack (AI Search, OpenAI) and understanding of Agentic Architecture is a plus. Experience with one or more of the following tools and frameworks – LangChain, LangGraph, OpenAI Assistants API, AutoGen, etc. Strong knowledge and understanding of natural language processing (NLP) techniques and algorithms, and their practical applications in addressing analytical challenges. Proficiency in Python and having working knowledge of other programming languages is a plus, and experience with NLP libraries. Knowledge of frontend components and full-stack integration is a plus. Experience with large-scale data processing and distributed computing frameworks is a plus. Excellent problem-solving and analytical skills, with the ability to work on complex projects and deliver high-quality results. Strong communication skills, both written and verbal, with the ability to convey complex ideas to diverse stakeholders. A track record of staying up to date with the latest advancements in NLP research and incorporating new techniques into practical applications. Join our team of dedicated professionals and contribute to the development of cutting-edge Language Models (LLMs) that solve analytical use cases, enabling data-driven decision making and delivering actionable insights. Apply today and be part of a team that drives innovation and utilizes the power of natural language to solve complex business challenges!

About Company

EXL is the indispensable partner for leading businesses in data-led industries such as insurance, banking and financial services, healthcare, retail and logistics. We bring a unique combination of data, advanced analytics, digital technology and industry expertise to help our clients turn data into insights, streamline operations, improve customer experience, and transform their business. Our partnerships with clients are built on a foundation of collaboration – and we’ve been chosen as a partner by nine of the top ten leading US insurance companies, nine of the top 20 global banks, and six of the top ten US health care payers. We function as one team to make your goals our goals, whether that’s unlocking the value of generative AI or embedding analytics into workflows that reduce risk or power your growth. Clients choose EXL as their transformation partner for many reasons. Our geographic diversity make talent all over the world instantly accessible. Digital accelerators enable unmatched speed-to-value, letting you realize results fast. It’s our people that truly set us apart, though, including the 1,500 data scientists we have dedicated to our generative AI practice. And our more than twenty years of experience in delivering business services, garnering stellar client references, and maintaining a solid balance sheet are reassuring to our C-suite clients. Find out for yourself why clients, employees, and analysts think we’re some of the best in the business. Contact us to see how we can help you achieve your goals.