Gen-AI Architect

3 weeks ago

Delhi, India NTT DATA Full time
Job Description

NTT is a leading global IT solutions and services organisation that brings together people, data and things to create a better and more sustainable future.In today’s ‘iNTTerconnected’ world, connections matter more now than ever. By bringing together talented people, world-class technology partners and emerging innovators, we help our clients solve some of the world’s most significant technological, business and societal challenges.With people at the heart of our success, NTT is committed to attracting and growing the best talent and providing an environment where everyone feels they can belong and their contribution matters.

Want to be a part of our team?We are seeking a highly skilled and innovative Solution Architect – Generative AI and Cloud to join our team and lead the design and development of advanced AI solutions. The ideal candidate will drive our offerings in the Gen AI space, have a good understanding of LLMs, various AI technologies, including ML, deep learning, natural language processing, and reinforcement learning. They will be responsible for defining the architecture, frameworks, and methodologies for building scalable and efficient AI systems. The Gen AI Architect will collaborate with cross-functional teams to drive innovation and solve complex business challenges using AI.

Working at NTTKey Responsibilities:Develop and optimize prompts for various natural language processing tasks using few-shot, one-shot, and zero-shot learning techniques.Collaborate with cross-functional teams to design and implement data-driven solutions.Analyze and preprocess large datasets to extract valuable insights.Design and develop RESTful APIs using Python and FastAPI.Understanding of Microsoft Azure services such as Azure Functions, Azure Storage, Azure Cosmos DB, and Azure Machine LearningWork with vector databases like ChromaDB and Elasticsearch to power Retrieval Augmented Generation (RAG).Utilize embedding models to generate meaningful representations of textual dataImplement named entity recognition and relation extraction techniques to extract structured information from unstructured textContinuously research and stay up-to-date with the latest advancements in prompt engineering and natural language processing.Requirements :Bachelor's or master's degree in computer science, Data Science, or a related field5+ years of experience in Python programming, with expertise in FastAPIStrong understanding of prompt engineering techniques and experience working with GPT-3.5 and GPT-4Familiarity with REST API design and development.Solid foundation in Natural Language Processing (NLP) concepts, techniques, and algorithmsFamiliarity with machine learning concepts and algorithms, including supervised learning, unsupervised learning, transfer learning, and model evaluation metricsProficiency in data preprocessing and cleansing techniques using libraries like pandas and NumPyKnowledge of evaluation and analysis techniques for language models, including metrics such as perplexity, BLEU score, and F1 scoreExperience with prompt optimization techniques such as prompt tuning, prompt decomposition, and iterative refinementHands-on experience with Microsoft Azure services, including Azure Functions, Azure Storage, Azure Cosmos DB, and Azure Machine LearningKnowledge of vector databases such as Chroma DB and ElasticsearchExperience working with embedding models and understanding their applicationsProficiency in named entity recognition and relation extraction techniquesExcellent problem-solving skills and ability to work independently as well as collaboratively in a team environmentStrong communication skills and ability to present complex ideas to technical and non-technical audiencesSkills SummaryCloud Platform, Data Architecture Principles, Database Technologies, Data Integration, Data Modeling, Data Warehousing (DW), Programming Languages, Software Development Life Cycle (SDLC)

What will make you a good fit for the role?Workplace type:Hybrid Working

Equal Opportunity EmployerNTT is proud to be an Equal Opportunity Employer with a global culture that embraces diversity. We are committed to providing an environment free of unfair discrimination and harassment. We do not discriminate based on age, race, color, sex, religion, national origin, disability, pregnancy, marital status, sexual orientation, gender reassignment, veteran status, or other protected category

Join our growing global team and accelerate your career with us. Apply today.

A career at NTT means:Being part of a

global pioneer –

where you gain exposure to our Fortune 500 clients and world-leading global technology partners and work with a network of over 40,000 smart and diverse colleagues across 57 countries, delivering services in over 200 countries.

Being at the forefront of

cutting-edge technology –

backed with a 150-year heritage of using technology for good. With 40% of the world’s internet traffic running on our network and where Emoji were first invented, you can be proud of the group’s many new ‘firsts’.

Making a difference –

by doing meaningful work that helps to shape the future for our clients, and across industries and communities around the world.

Being

your best self –

in a progressive ‘Connected Working’ environment that promotes flexibility, connection and wellbeing. Where diversity and different perspectives are embraced to ensure equal opportunities for all.

Having ongoing opportunities to

own and develop your career –

with a personal and professional development plan and access to the broadest learning offerings in the industry.

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