Senior Data Scientist Engineer

Essential functions

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 )

1. Chunking

2. Document Parsing and OCR

3. Document Parsing with VLMs (Vision Language Models)

4. Function Calling with LLMs

5. Building Agentic Chains

6. Memory Handling (Conversational Memory) and Tracking / Tracing Software Agents

7. Map Reduce applied to RAG

8. Retrieval Augmented Generation

9. Traditional Search (BM25, NER based parsers, Keyword based search index)

10. Semantic Search (Embeddings, Embedding models)

11. Quantized Embeddings

12. Reference Management

13. Re-ranking references

14. Re-ranking retrieved chunks

15. Multimodal RAG

16. Cost reduction techniques for LLMs

17. Speculative Decoding

18. Speech to Text using Whisper or similar models

19. Text to SQL/Text to Pandas

20. Monte Carlo Tree Search, Tree of Thoughts, Chain of Thoughts, Reasoning Enhancement Techniques for LLMs

Experience with the following ML techniques: ( At least 3 ML Skills )

1. Fine Tuning using LoRA

2. Merging multiple LoRA adapters using MergeKit

3. Quantising LLMs

4. Quantising LoRA adapters

5. Creating Table Schemas suitable for LLMs

6. Code Folding for Coding LLMs

7. Implementation of Code Interpreters (E.g., E2B Dev)

Understanding of differences between code-focused LLMs, Completion LLMs, and Chat variants of LLMs

1. E2B Dev - Code Interpreters

2. DSPY - Automation of Prompt Engineering

3. Lang chain

4. OpenAI APIs, Claude APIs

5. Guidance (For Prompt Following reliability)

6. 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