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| At 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. In 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 optimize business performance and enhance competitive advantage. |
Job Position Title: | IN_ Manager_GenAI_D&A_Advisory_PAN India |
Responsibilities: | Position responsibilities and expectations - Designing and building analytical /DL/ ML algorithms using Python, R and other statistical tools.
- Strong data representation and lucid presentation (of analysis/modelling output) using Python, R Markdown
- Ability to learn new scripting language or analytics platform.
Technical Skills required (must have) - HandsOn Exposure to Generative AI (Design, development of GenAI application in production)
- Strong understanding of RAG, Vector Database, Lang Chain and multimodal AI applications.
- Strong understanding of deploying and optimizing AI application in production.
- Strong knowledge of statistical and data mining techniques like Linear & Logistic Regression analysis, Decision trees, Bagging, Boosting, Time Series and Non-parametric analysis.
- Strong knowledge of DL & Neural Network Architectures (CNN, RNN, LSTM, Transformers etc.)
- Strong knowledge of SQL and R/Python and experience with distributing data/computing tools/IDEs.
- Experience in advanced Text Analytics (NLP, NLU, NLG).
- Understanding of LLM Ops, ML Ops for scalable ML development.
- Working knowledge on agents like PyTorch, TensorFlow
- Proven capability in using Generative AI services like OpenAI, Google (Gemini)
- Understanding of Agentic AI Framework (Lang Graph, Auto gen etc.)
- Understanding of fine-tuning for pre-trained models like GPT, LLaMA, Claude etc. using LoRA, QLoRA and PEFT technique.
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Mandatory skill sets: | AI chatbots, Data structures, GenAI object-oriented programming, IDE, API, LLM Prompts, PyTorch, TensorFlow |
Preferred skill sets: | AI chatbots, Data structures, GenAI object-oriented programming, IDE, API, LLM Prompts, PyTorch, TensorFlow |
Years of experience required: | 8-12 Years |
Education qualification: | B.E/B.Tech/MBA/M.E/M.Tech |
