LLM Model Developer

Accenture in India; Hyderabad; On-site; INR 1,200,000 - 1,800,000; Full time

Job summary

Accenture in India seeks an LLM Model Developer to fine-tune large language models with emphasis on instruction fine-tuning and domain adaptation. The role involves collaboration with cross-functional teams to improve model relevance and performance across real-world contexts.

The candidate will analyze outputs, iterate on training processes, and implement strategies to enhance model effectiveness for diverse applications based in Bengaluru, India.

Qualifications

• Must have proficiency in Large Language Models and NLP techniques.
• Experience with model evaluation metrics and performance tuning.
• Proficiency in Python and ML frameworks like TensorFlow or PyTorch.

Responsibilities

• Fine-tune Large Language Models with emphasis on instruction fine-tuning and domain adaptation.
• Collaborate with cross-functional teams to enhance model relevance and performance.
• Analyze model outputs, iterate on training processes, and implement strategies to improve effectiveness.

Skills

Large Language Models

NLP techniques

Model evaluation metrics

Python

Data preprocessing

Education

15 years full time education

Tools

TensorFlow

PyTorch

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

Large Language Models (LLMs)

Good to have skills

NA

Minimum 7.5 Year(s) Of Experience Is Required

Educational Qualification

15 years full time education

Summary

As a LLM Model Developer, you will engage in the fine-tuning of Large Language Models, focusing on instruction fine-tuning and domain adaptation. Your typical day will involve collaborating with cross-functional teams to enhance model relevance and performance in specific contexts, ensuring that the models meet the diverse needs of users and applications. You will analyze model outputs, iterate on training processes, and implement strategies to improve the overall effectiveness of the models in real-world scenarios.

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.
• Mentor junior team members to foster their growth and understanding of model development.
• Continuously evaluate and integrate feedback from stakeholders to refine model performance.

Professional & Technical Skills

• Must To Have Skills: Proficiency in Large Language Models.
• Strong understanding of natural language processing techniques.
• Experience with model evaluation metrics and performance tuning.
• Familiarity with programming languages such as Python and frameworks like TensorFlow or PyTorch.
• Ability to work with large datasets and implement data preprocessing techniques.

Additional Information

• The candidate should have minimum 7.5 years of experience in Large Language Models.
• This position is based at our Bengaluru office.
• A 15 years full time education is required.