27 Aug
|
Oliver Wyman
|
Mumbai
27 Aug
Oliver Wyman
Mumbai
We will count on you to:
- Identify opportunities which add value to the business and make the process more efficient.
- Invest in understand the core business including products, process, documents, and data points with the objective of identifying efficiency and value addition opportunities.
- Design and develop end-to-end NLP/LLM solutions for document parsing, information extraction, and summarization from PDFs and scanned text.
- Develop AI applications to automate manual and repetitive tasks using generative AI and machine learning.
- Fine-tune open-source LLMs (like LLaMA, Mistral, Falcon, or similar) or build custom pipelines using APIs (OpenAI, Anthropic, Azure OpenAI).
- Build custom extraction logic using tools like LangChain, Haystack, Hugging Face Transformers, and OCR libraries like Tesseract or Azure Form Recognizer.
- Create pipelines to convert outputs into formatted Microsoft Word or PDF files using libraries like docx, PDFKit, ReportLab, or LaTeX.
- Collaborate with data engineers and software developers to integrate AI models into production workflows.
- Ensure model performance, accuracy, scalability, and cost-efficiency across business use cases.
- Stay updated with the latest advancements in generative AI, LLMs, and NLP research to identify creative solutions.
- Design, develop, and maintain robust data pipelines for extracting, transforming, and loading (ETL) data from diverse sources.
- As the operational scales up design and implement scalable data storage solutions and integrate them with existing systems.
- Utilize cloud platforms (AWS, Azure, Google Cloud) for data storage and processing.
- Conduct code reviews and provide mentorship to junior developers.
- Stay up-to-date with the latest technology trends and best practices in data engineering and cloud services.
- Ability to lead initiatives and deliver results by engaging with cross-functional teams and resolving data ambiguity issues.
- Be responsible for the professional developme
📌 Senior Manager (Mumbai)
🏢 Oliver Wyman
📍 Mumbai