Large Language Model Developer

Accenture India Private Limited; Pune District; Presencial; INR 4.000.000 - 7.000.000; Jornada completa

Descripción de la vacante

Accenture India Private Limited seeks an experienced LLM Model Developer for fine-tuning large language models with emphasis on instruction fine-tuning and domain adaptation to enhance relevance and performance in specific contexts. The role involves collaboration with multiple teams, mentoring, and leading model fine-tuning strategies at our Pune-based PDC3C SEZ office.

The candidate should have 8+ years in LLMs, expertise in ML Ops, Python frameworks, and Generative AI, with a 15-year

Formación

• Must Have: Large Language Models (LLMs).
• Must Have: Machine Learning Operations.
• Must Have: Python Frameworks.
• Must Have: Generative AI.
• Minimum 8 years of experience in Large Language Models (LLMs).
• Educational qualification: 15 years full-time education.

Responsabilidades

• Act as SME, collaborate and manage the team to perform.
• Make decisions for the team.
• Coordinate with multiple teams on key decisions.
• Provide solutions to problems for immediate and cross-team needs.
• Lead development and implementation of strategies to optimize model fine-tuning.
• Mentor junior team members for growth and integration.
• Coordinate cross-functional efforts to align outputs with business objectives.

Conocimientos

Large Language Models (LLMs)

Machine Learning Operations

Python Frameworks

Generative AI

Model fine-tuning

Domain adaptation

Handling large datasets

Cloud platforms

Educación

15 years full time education

Herramientas

Cloud ML platforms

Descripción del empleo

LLM Model Developer 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), Machine Learning Operations, Python Frameworks, Generative AI Good to have skills : NA Minimum 7.5 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 experimentation and adjustment to improve the model's accuracy and applicability in various contexts. Collaboration with different teams to align the model's capabilities with project goals is a key part of daily activities, ensuring that the solutions developed are both relevant and effective for intended applications.

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 strategies to optimize model fine-tuning processes.
• Mentor junior team members to support their growth and integration within the project.
• Coordinate cross-functional efforts to ensure alignment of model outputs with business objectives.

Professional & Technical Skills:

• Must To Have Skills: Proficiency in Large Language Models (LLMs), Machine Learning Operations, Python Frameworks, Generative AI.
• Strong knowledge of model fine-tuning techniques, including instruction fine-tuning and domain adaptation.
• Experience with handling large datasets and optimizing model training workflows.
• Ability to troubleshoot and resolve issues related to model performance and deployment.
• Familiarity with cloud-based machine learning platforms and scalable infrastructure.

Additional Information:

• The candidate should have minimum 8 years of experience in Large Language Models (LLMs).
• This position is based at our PDC3C - SEZ office.
• A 15 years full time education is required.