LLM Model Developer

Accenture in India; Coimbatore District; On-site; INR 1,500,000 - 2,100,000; Full time

Job summary

Accenture in India is seeking an LLM Model Developer to fine-tune large language models with emphasis on instruction tuning and domain adaptation, based at the Coimbatore office. The role demands strong Generative AI expertise and at least five years of related experience.

The candidate will lead fine-tuning strategy development, collaborate across teams, mentor juniors, and ensure production-ready model improvements through iterative testing and evaluation.

Qualifications

• Minimum 5 years of experience in Generative AI.
• 15 years of full-time education required.
• Experience with fine-tuning LLMs and instruction tuning.

Responsibilities

• SME role; collaborate and manage the team to perform.
• Make team decisions and engage with multiple teams.
• Provide solutions to problems for immediate and cross-team use.
• Lead development and implementation of fine-tuning strategies to optimize model performance.
• Mentor junior team members with technical guidance.
• Coordinate cross-functional efforts to production environments.

Skills

Generative AI

Fine-tuning LLMs

NLP techniques

Education

15 years education

Job description

Project Role: LLM Model Developer

Project Role Description: Fine-tunes Large Language Models with emphasis on instruction fine-tuning and domain adaptation to enhance model relevance and performance in specific contexts.

Must have skills: Generative AI

Good to have skills: NA

Minimum 5 Year(s) Of Experience Is Required

Educational Qualification: 15 years full time education

Summary: As a Large Language Model Developer, a typical day involves refining and adapting advanced language models to better suit specific domains and instructions. This role requires continuous engagement with evolving model architectures and datasets to improve the model's contextual understanding and output quality. The workday includes iterative testing, evaluation, and adjustment of models to ensure they meet the desired performance standards and relevance for targeted applications. Collaboration with various teams to align model capabilities with project goals is also a key aspect of daily activities.

Roles & Responsibilities:

• Expected to be an SME, collaborate and manage the team to perform.
• Responsible for team decisions.
• Engage with multiple teams and contribute on key decisions.
• Provide solutions to problems for their immediate team and across multiple teams.
• Lead the development and implementation of fine-tuning strategies to optimize model performance.
• Mentor junior team members by providing guidance and support in technical challenges.
• Coordinate cross-functional efforts to integrate model improvements into production environments.

Professional & Technical Skills:

• Must To Have Skills: Proficiency in Generative AI.
• Experience in fine-tuning large language models with a focus on instruction tuning and domain adaptation.
• Strong understanding of natural language processing techniques and transformer-based architectures.
• Ability to work with large datasets and implement data preprocessing methods to enhance model training.
• Familiarity with evaluation metrics and methodologies to assess model performance and relevance.
• Capability to troubleshoot and optimize model training pipelines for efficiency and scalability.

Additional Information:

• The candidate should have minimum 5 years of experience in Generative AI.
• This position is based at our Coimbatore office.
• A 15 years full time education is required.