LLM Model Developer

8114 ASOL - Pune 3 SEZ Company; Pune District; On-site; INR 1,500,000 - 2,100,000; Full time

Job summary

Accenture is seeking an LLM Model Developer at its PDC3B SEZ office in Pune. The role focuses on fine-tuning large language models with instruction tuning and domain adaptation to improve relevance and performance in targeted contexts.

The ideal candidate has extensive experience with LLMs, MLOps, Python frameworks, Generative AI and related ML techniques, and holds a 15-year full-time education. Collaboration across teams and mentorship are essential components of the work.

Qualifications

• Must have at least 15 years of experience in Large Language Models (LLMs).
• Minimum 7.5 year(s) of experience is required.
• 15 years full time education required.

Responsibilities

• 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 and domain adaptation.
• Facilitate knowledge sharing and mentorship within the team to foster skill development and innovation.
• Coordinate cross-functional efforts to align model development with broader organizational goals.

Skills

LLMs

MLOps

Python Frameworks

Generative AI

ML Algorithms

Model Training

Computer Vision

Statistical Analysis

Data Visualization

SQL

Azure Cloud

MLOps

Education

15 years education

Tools

Azure Cloud

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), Machine Learning Operations, Python Frameworks, Generative AI, Computer Vision, LLM, Statistical Analysis, Machine Learning Algorithms, Model Training Good to have skills : NA Minimum 7.5 year(s) of experience is required Educational Qualification : 15 years full time education

Summary: As an LLM Model Developer, a typical day involves refining and adapting large language models to better suit specific domains and instructions. This role requires continuous engagement with model fine-tuning processes to improve the accuracy and contextual relevance of the models. The workday includes analyzing model outputs, iterating on training approaches, and collaborating with various teams to ensure the models meet the desired performance standards. The role demands a proactive approach to problem-solving and innovation to keep the models aligned with evolving project requirements and user needs.

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 and domain adaptation.
• Facilitate knowledge sharing and mentorship within the team to foster skill development and innovation.
• Coordinate cross-functional efforts to align model development with broader organizational goals.

Professional & Technical Skills

• Must To Have Skills: Proficiency in Large Language Models (LLMs), Machine Learning Operations, Python Frameworks, Generative AI, Machine Learning Algorithms, Model Training, Computer Vision, LLM, Statistical Analysis,Data Visualization, SQL, Cloud Platform (Azure), MLOpsSoftware.
• Strong experience in designing and executing instruction fine-tuning techniques to enhance model performance.
• Ability to work with complex datasets and apply domain adaptation methods to improve model relevance.
• Familiarity with the deployment and monitoring of machine learning models in production environments.
• Competence in leveraging Python frameworks for model development and experimentation.
• Understanding of statistical methods to evaluate and validate model outputs effectively.

Additional Information

• The candidate should have minimum 15 years of experience in Large Language Models (LLMs).
• This position is based at our PDC3B - SEZ office.
• A 15 years full time education is required.

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.

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.

Bring your incredible skills and join our global team of innovators. We come together from different backgrounds across the world and work with the latest technologies to create value and growth for our clients. With us, you’ll continue to learn and grow so you can advance in your career. Your personal dreams and ambitions are just as important to us; that’s why we offer support any way we can—when you thrive, we all thrive.

Explore your next step at Accenture Belong. Grow. Thrive. Join agreat place to work for reinventors who drive meaningful change for our clients, communities, and the world. Wo rld. Explore your next step at Accenture