16 Aug
|
Grid Dynamics
|
Secunderabad
16 Aug
Grid Dynamics
Secunderabad
We are looking for an experienced and cutting-edge Generative AI Tech Lead to join our Grid team. In this role, you will lead the development of advanced AI systems using Large Language Models (LLMs), transformers, and other GenAI architectures. You will collaborate with cross-functional teams to build scalable solutions in NLP, multimodal learning, and content generation.
Project Description
The engineer is supposed to participate in pre-sales, discovery phases of projects and lead projects. They are also expected to be capable of starting the project from scratch and lead the team.
Details on Tech Stack
- Python
- Prompt engineering
- Best practices for prompt engineering
- How LLM can be used in applications for a variety of tasks
- NLP
- Understanding of typical NLP problems: classification, NER, summarization, question answering, sentiment analysis, etc.
- Theoretical intuitive understanding of how Transformers work (tokenization, attention, etc).
- Word and sentence embeddings
- Vector search
- Vector databases, performance tuning
- Document chunking techniques
- LLM applications development
- LangChain, LlamaIndex
- Chain of Thoughts, DSP, and other techniques
- Agents and tools
- Google cloud (GCP)
Nice to Have Requirements
- Preferable, the engineers are expected to have IT services/consulting experience.
- Proficient in developing LLM-powered systems using advanced prompt engineering techniques, RAG and agentic design patterns. Experienced with frameworks like LangChain, LlamaIndex, and DSPy.
- Familiar with evaluation approaches and metrics for different types of LLM-based systems.
- Experienced with keyword and vector search methods, including understanding of their underlying algorithms. Familiar with popular vector search engines.
- Competent in various document understanding models and techniques to parse complex documents and implement effective chunking strategies for RAG systems.
- Familiar with LLM and embedding models fine-tuning techniques.
- Com
📌 GenAI Tech Lead (Secunderabad)
🏢 Grid Dynamics
📍 Secunderabad