LLM Model Developer

Accenture; Kolkata District; On-site; INR 1,800,000 - 3,000,000; Full time

Job summary

Accenture is seeking an LLM Model Developer in Kolkata to fine-tune large language models with a focus on instruction tuning and domain adaptation. The role involves refining models to improve relevance and performance in specific contexts.

The position requires 3+ years of experience, 15 years of full-time education, and collaboration with cross-functional teams to productionize model improvements and document experiments.

Qualifications

• Must have 3+ years of experience with LLMs and fine-tuning.
• Experience with natural language processing techniques and model fine-tuning strategies.
• Strong understanding of machine learning frameworks and their application to language models.
• Ability to analyze model performance metrics and implement data-driven improvements.
• Familiarity with handling large datasets and preprocessing methods to optimize model training.

Responsibilities

• Perform independently and become an SME.
• Actively participate in team discussions.
• Provide solutions to work-related problems.
• Collaborate with cross-functional teams to productionize model improvements.
• Document fine-tuning processes and maintain records of experiments and outcomes.
• Mentor junior team members.

Skills

LLMs

NLP techniques

ML frameworks

Data preprocessing

Model evaluation

Education

15 years full time education

Tools

Python

TensorFlow

PyTorch

Job description

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 3 year(s) of experience is required

Educational Qualification : 15 years full time education

Summary:

As an LLM Model Developer, your day involves refining and adapting large language models to better suit specific domains and instructions. You focus on enhancing the models ability to understand and generate contextually relevant responses by carefully adjusting its parameters. This role requires continuous evaluation and iteration to ensure the model performs optimally within targeted applications, contributing to the advancement of intelligent systems tailored to diverse user needs.

Roles & Responsibilities:

• Expected to perform independently and become an SME.
• Required active participation/contribution in team discussions.
• Contribute in providing solutions to work related problems.
• Collaborate with cross-functional teams to integrate model improvements into production environments.
• Document model fine-tuning processes and maintain clear records of experiments and outcomes.
• Support junior team members by sharing knowledge and assisting with technical challenges.

Professional & Technical Skills:

• Must To Have Skills: Proficiency in Large Language Models (LLMs).
• Experience with natural language processing techniques and model fine-tuning strategies.
• Strong understanding of machine learning frameworks and their application to language models.
• Ability to analyze model performance metrics and implement improvements based on data-driven insights.
• Familiarity with handling large datasets and preprocessing methods to optimize model training.

Additional Information:

• The candidate should have minimum 3 years of experience in Large Language Models (LLMs).
• This position is based at our KDC1A - SEZ location.
• A 15 years full time education is required.

15 years full time education

About Accenture

Accenture is a leading global professional services company that helps the world’s leading businesses, governments and other organizations build their digital core, optimize their operations, accelerate revenue growth and enhance citizen services—creating tangible value at speed and scale. We are a talent- and innovation-led company with approximately 791,000 people serving clients in more than 120 countries. Technology is at the core of change today, and we are one of the world’s leaders in helping drive that change, with strong ecosystem relationships. We combine our strength in technology and leadership in cloud, data and AI with unmatched industry experience, functional expertise and global delivery capability. Our broad range of services, solutions and assets across Strategy & Consulting, Technology, Operations, Industry X and Song, together with our culture of shared success and commitment to creating 360° value, enable us to help our clients reinvent and build trusted, lasting relationships. We measure our success by the 360° value we create for our clients, each other, our shareholders, partners and communities.

Visit us at www.accenture.com

Equal Employment Opportunity Statement

We believe that no one should be discriminated against because of their differences. All employment decisions shall be made without regard to age, race, creed, color, religion, sex, national origin, ancestry, disability status, military veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status or any other basis as protected by applicable law. Our rich diversity makes us more innovative, more competitive, and more creative, which helps us better serve our clients and our communities.

Requirements: