LLM Engineer - Generative AI Solution (7-10 yrs)

Role : LLM Engineer

Position : FTE, remote, India

Availability-Immediate : 1 week

8 hours with IST(Indian Standard Time)

Candidate proficiency level : Senior(7+)

Job Description : LLM Engineer

Role Overview :

We are looking for a highly skilled LLM Engineer to design and develop a GenAI-based solution for automating the migration of RPA BOTs from UiPath/Automation Anywhere to ServiceNow RPA.

The ideal candidate will be responsible for fine-tuning large language models (LLMs) and creating a system capable of interpreting and converting source XML files into ServiceNow RPA-compatible XML files.

This role requires a strong understanding of LLM algorithms, RPA systems, and automation workflows.

Key Responsibilities :

- Research, select, and fine-tune appropriate LLM algorithms to support XML-to-XML conversion for RPA migration.

- Develop and train LLMs using curated training data provided by the RPA development team.

- Design a robust pipeline for parsing source XML files and generating ServiceNow RPA-compatible XML outputs.

- Incorporate validation mechanisms within the LLM to ensure the correctness of converted BOTs.

- Work closely with RPA developers to iterate on feedback loops and improve the model's accuracy and reliability.

- Develop a mechanism for validating the LLM-converted BOTs and generating corrective feedback for further refinement.

- Optimize the solution for scalability and maintainability in enterprise environments. Document processes, methodologies, and performance metrics to ensure traceability and knowledge transfer.

Required Qualifications :

- Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Data Science, or a related field.

- Strong experience in building and fine-tuning LLMs using frameworks like HuggingFace.

- Familiarity with parsing and processing XML files programmatically.

- Proficiency in Python or other programming languages relevant for machine learning and data manipulation.

- Strong problem-solving skills with the ability to work in cross-functional teams.

- Excellent communication and documentation skills.

Preferred Skills :

- Experience with RPA platforms like UiPath, Automation Anywhere, or ServiceNow RPA is a plus.

- Knowledge of ServiceNow RPA architecture and components.

- Hands-on experience in building automated conversion tools.

- Familiarity with version control systems like Git and DevOps workflows.

- Knowledge of prompt engineering and retrieval-augmented generation (RAG) techniques.