31 Jul
|
PwC India
|
India
Line of ServicenAdvisorynIndustry/SectornNot ApplicablenSpecialismnData, Analytics u0026 AInManagement LevelnSenior AssociatenJob Description u0026 SummarynAt PwC, our people in data and analytics focus on leveraging data to drive insights and make informed business decisions. They utilise advanced analytics techniques to help clients optimise their operations and achieve their strategic goals.nIn business intelligence at PwC, you will focus on leveraging data and analytics to provide strategic insights and drive informed decision-making for clients. You will develop and implement innovative solutions to optimise business performance and enhance competitive advantage.nnnWhy PWC At PwC, you will be part of a vibrant community of solvers that leads with trust and creates distinctive outcomes for our clients and communities. This purpose-led and values-driven work, powered by technology in an environment that drives innovation, will enable you to make a tangible impact in the real world.nnnWe reward your contributions, support your wellbeing, and offer inclusive benefits, flexibility programmes and mentorship that will help you thrive in work and life. Together, we grow, learn, care, collaborate, and create a future of infinite experiences for each other. Learn more about usnnn.At PwC, we believe in providing equal employment opportunities, without any discrimination on the grounds of gender, ethnic background, age, disability, marital status, sexual orientation, pregnancy, gender identity or expression, religion or other beliefs, perceived differences and status protected by law.
We strive to create an environment where each one of our people can bring their true selves and contribute to their personal growth and the firms growth. To enable this, we have zero tolerance for any discrimination and harassment based on the above considerations. "nnnResponsibilities:nWe are seeking a highly skilled and motivated Manager with expertise in artificial intelligence and machine learning. This is a full time, hybrid position that offers an opportunity to work with cutting-edge technologies and contribute to innovative projects in the AI/ML domain.n## Key ResponsibilitiesnnnnLead and manage projects centered around AI and ML applications.nnnnWork on large language models (LLMs) such as OpenAI, Gemini, and Anthropic.nnImplement retrieval-augmented generation (RAG) strategies, including embedding and chunking techniques.nnDevelop and optimize chatbots and conversational agents.nnLeverage frameworks likenn LangFlow andnLangChain for AI applications.nnUtilize coding tools (e.g., Cursor, v0, Claude Code, VS Code + Copilot, Codex)
to enhance development processes.nnPerform specialized or small language model training and fine-tuning.nnCollaborate with cross-functional teams to deliver high-quality solutions.nn Technical Skills required (must have)n HandsOn Exposure to Generative AI (Design, development of GenAI application in production)n Strong understanding of RAG, Vector Database, Lang Chain and multimodal AI applications.nnn Strong understanding of deploying and optimizing AI application in production.nnn Strong knowledge of statistical and data mining techniques like Linear u0026 Logistic Regression analysis, Decision trees, Bagging, Boosting, Time Series and Non-parametric analysis.nnn Strong knowledge of DL u0026 Neural Network Architectures (CNN, RNN, LSTM, Transformers etc.)nnn Strong knowledge of SQL and R/Python and experience with distributing data/computing tools/IDEs.nnn Experience in advanced Text Analytics (NLP, NLU, NLG). Understanding of LLM Ops, ML Ops for scalable ML development.nnn Working knowledge on agents likennnPyTorchn, TensorFlown Proven capability in using Generative AI services like OpenAI, Google (Gemini)nnn Understanding of Agentic AI Framework (Lang Graph, Auto gen etc.)nnn Understanding of fine-tuning for pre-trained models like GPT,nnnLLaMAn, Claude etc. usingnLoRAn,nQLoRA and PEFT techniquenMandatory skill sets:nAI chatbots, Data structures, GenAI object-oriented programming, IDE, API, LLM Prompts,nPyTorchn, TensorFlownPreferred skill sets:nAI chatbots, Data structures, GenAI object-oriented programming, IDE, API, LLM Prompts,nPyTorchn, TensorFlownYears of experience required:n8nnnn13nYearsnEducation qualification:nBE, B. Tech, M. TechnEducationn(if blank, degree and/or field of study not specified)nDegrees/Field of Study required: Master .
📌 IN Senior Associate_Data Scientist Gen AI_Data u0026 Analytics_Advisory_Pune (India)
🏢 PwC India
📍 India