Gen-AI Architect
3 weeks ago
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 todayâs âiNTTerconnectedâ 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 worldâs 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.
Your career here is about believing in yourself, and taking on great opportunities and new challenges.Itâs about growing your skills and expertise in your current role and preparing yourself for the future. Â Thatâs why we encourage you to take every opportunity to grow your career within our great global team.
Are you ready to take the next step in your career?
We are seeking a highly skilled and innovative Solution Architect â 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.What you'll be doing
Key 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 Learning
- Work with vector databases like ChromaDB and Elasticsearch to power Retrieval Augmented Generation (RAG).
- Utilize embedding models to generate meaningful representations of textual data
- Implement named entity recognition and relation extraction techniques to extract structured information from unstructured text
- Continuously 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 field
- 5+ years of experience in Python programming, with expertise in FastAPI
- Strong understanding of prompt engineering techniques and experience working with GPT-3.5 and GPT-4
- Familiarity with REST API design and development.
- Solid foundation in Natural Language Processing (NLP) concepts, techniques, and algorithms
- Familiarity with machine learning concepts and algorithms, including supervised learning, unsupervised learning, transfer learning, and model evaluation metrics
- Proficiency in data preprocessing and cleansing techniques using libraries like pandas and NumPy
- Knowledge of evaluation and analysis techniques for language models, including metrics such as perplexity, BLEU score, and F1 score
- Experience with prompt optimization techniques such as prompt tuning, prompt decomposition, and iterative refinement
- Hands-on experience with Microsoft Azure services, including Azure Functions, Azure Storage, Azure Cosmos DB, and Azure Machine Learning
- Knowledge of vector databases such as Chroma DB and Elasticsearch
- Experience working with embedding models and understanding their applications
- Proficiency in named entity recognition and relation extraction techniques
- Excellent problem-solving skills and ability to work independently as well as collaboratively in a team environment
- Strong communication skills and ability to present complex ideas to technical and non-technical audiences
Skills Summary
Cloud 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 WorkingJoin our growing global team and accelerate your career with us. Apply today.
A career at NTT means:
Being part of a global pioneer â 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 â backed with a 150-year heritage of using technology for good. With 40% of the worldâs internet traffic running on our network and where Emoji were first invented, you can be proud of the groupâs many new âfirstsâ.
Making a difference â 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 â in a progressive âConnected Workingâ 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 â with a personal and professional development plan and access to the broadest learning offerings in the industry.
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