We are seeking an experienced Agentic Automation Engineer to join our team. The ideal candidate will have expertise in Conversational AI, specifically working with LLM-based conversational AI models. This role requires strong configuration skills and the ability to problem-solve while being aware of the constraints of such models.
Essential Functions
Key Responsibilities
Develop and implement LLM-based conversational AI solutions
Configure and optimize AI models for specific use cases
Troubleshoot and resolve issues related to AI model performance
Stay up to date with the latest advancements in LLM technologies and apply them to our projects
Qualifications
Experience with the following LLM-related technologies: ( At least 5 LLM technologies )
Chunking
Document Parsing and OCR
Document Parsing with VLMs (Vision Language Models)
Function Calling with LLMs
Building Agentic Chains
Memory Handling (Conversational Memory) and Tracking / Tracing Software Agents
Map Reduce applied to RAG
Retrieval Augmented Generation
Traditional Search (BM25, NER based parsers, Keyword based search index)
Semantic Search (Embeddings, Embedding models)
Quantized Embeddings
Reference Management
Re-ranking references
Re-ranking retrieved chunks
Multimodal RAG
Cost reduction techniques for LLMs
Speculative Decoding
Speech to Text using Whisper or similar models
Text to SQL/Text to Pandas
Monte Carlo Tree Search, Tree of Thoughts, Chain of Thoughts, Reasoning Enhancement Techniques for LLMs
Machine Learning Skills
Experience with the following ML techniques: ( At least 3 ML Skills )
Fine Tuning using LoRA
Merging multiple LoRA adapters using MergeKit
Quantising LLMs
Quantising LoRA adapters
Creating Table Schemas suitable for LLMs
Code Folding for Coding LLMs
Implementation of Code Interpreters (E.g., E2B Dev)
Required Knowledge
Understanding of differences between code-focused LLMs, Completion LLMs, and Chat variants of LLMs
Framework Experience ( At Least 3 Frameworks )
E2B Dev - Code Interpreters
DSPY - Automation of Prompt Engineering
Lang chain
OpenAI APIs, Claude APIs
Guidance (For Prompt Following reliability)
OpenAI whisper for STT
Would be a plus
Strong attention to detail
Ability to work independently and as part of a team
Excellent communication skills to explain complex technical concepts
Proactive learner, keeping up with the rapidly evolving field of AI
We offer
Opportunity to work on bleeding-edge projects
Work with a highly motivated and dedicated team
Competitive salary
Flexible schedule
Benefits package - medical insurance, sports
Corporate social events
Professional development opportunities
Well-equipped office
About Us
Grid Dynamics (NASDAQ: GDYN) is a leading provider of technology consulting, platform and product engineering, AI, and advanced analytics services. Fusing technical vision with business acumen, we solve the most pressing technical challenges and enable positive business outcomes for enterprise companies undergoing business transformation. A key differentiator for Grid Dynamics is our 8 years of experience and leadership in enterprise AI, supported by profound expertise and ongoing investment in data, analytics, cloud & DevOps, application modernization and customer experience. Founded in 2006, Grid Dynamics is headquartered in Silicon Valley with offices across the Americas, Europe, and India.
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