LLM Model Developer

Accenture in India; Mumbai; On-site; INR 1,200,000 - 2,400,000; Full time

Job summary

Accenture in India is seeking an LLM Model Developer based in Mumbai. You will fine-tune and adapt Large Language Models focusing on instruction tuning and domain adaptation to meet diverse application needs.

You will collaborate with cross-functional teams, analyze outputs, and iterate on training to optimize performance. Ideal candidates have 5+ years in LLMs, strong ML framework knowledge, and experience deploying models in production.

Qualifications

• Proficiency in Large Language Models.
• Experience with NLP techniques.
• Strong knowledge of TensorFlow or PyTorch.
• Familiarity with data preprocessing and augmentation.
• Experience deploying models in production.

Responsibilities

• Act as SME for LLM development and tuning.
• Coordinate with cross-functional teams for project execution.
• Drive team decisions and technical direction.
• Collaborate with multiple teams on key model decisions.
• Provide solutions to cross-team challenges in model development.
• Develop and implement fine-tuning and adaptation strategies.
• Monitor model performance metrics and iterate training processes.

Skills

Large Language Models

NLP techniques

TensorFlow

PyTorch

Data preprocessing

Model deployment

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 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 intricate process of fine-tuning 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 various applications. You will analyze model outputs, iterate on training processes, and implement strategies to optimize performance, all while maintaining a keen awareness of the latest advancements in the field of artificial intelligence and machine learning.

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.
• Develop and implement innovative strategies for model fine-tuning and adaptation.
• Monitor and evaluate model performance metrics to ensure continuous improvement.

Professional & Technical Skills:

• Must To Have Skills: Proficiency in Large Language Models.
• Good To Have Skills: Experience with natural language processing techniques.
• Strong understanding of machine learning frameworks such as TensorFlow or PyTorch.
• Familiarity with data preprocessing and augmentation methods.
• Experience in deploying models in production environments.

Additional Information:

• The candidate should have minimum 5 years of experience in Large Language Models.
• This position is based in Mumbai.
• A 15 years full time education is required.