Lead Software Engineer (Python, GenAI, LLM)

Responsibilities

• Design, develop, test and refine AI-generated text prompts to maximize effectiveness for various applications

• Ensure seamless integration of optimized prompts into the overall product or system

• Rigorously evaluate prompt performance using metrics and user feedback

• Collaborate with cross-functional teams to understand requirements and ensure prompts align with business goals and user needs

• Document prompt engineering processes and outcomes, educate teams on prompt best practices and keep updated on the latest AI advancements to bring innovative solutions to the project

Requirements

• 7 to 12 years of relevant professional experience

• Expertise in Python programming including experience with Al/machine learning frameworks like TensorFlow, PyTorch, Keras, Langchain, MLflow, Promtflow

• 2-5 years of working knowledge of NLP and LLMs like BERT, GPT-3/4, T5, etc. Knowledge of how these models work and how to fine-tune them

• Expertise in prompt engineering principles and techniques like chain of thought, in-context learning, tree of thought, etc.

• Knowledge of retrieval augmented generation (RAG)

• Strong analytical and problem-solving skills with the ability to think critically and troubleshoot issues

  • Excellent communication skills, both verbal and written in English at a B2+ level for collaborating across teams, explaining technical concepts, and documenting work outcomes