Large Language Model Architect

8114 ASOL - Pune 3 SEZ Company; Pune District; On-site; INR 1,800,000 - 2,400,000; Full time

Job summary

Accenture, based in Pune, is seeking a Large Language Model Architect to design and implement advanced language models for natural language understanding and generation. The role emphasizes architecting neural networks, large-scale data handling, and collaborating with cross-functional teams to align model objectives with project goals.

The ideal candidate has 5+ years of ML experience, strong knowledge of transformer-based models, and hands-on experience with NLP workloads.

Qualifications

• Must have proficiency in Machine Learning (ML).
• Experience designing and optimizing neural networks for NLP.
• Minimum 5 years of experience required.
• 15 years full time education required.

Responsibilities

• Serve as SME, collaborate and guide the team.
• Make key decisions on projects and solutions.
• Engage with multiple teams to align model design with goals.
• Provide solutions across teams and drive implementation.
• Lead development and deployment of scalable language model architectures.
• Mentor junior team members to grow skills and knowledge.
• Coordinate cross‑functional efforts to integrate models into applications.
• Continuously evaluate emerging NLP technologies and methods to improve accuracy.

Skills

Machine Learning

Neural network design

NLP / language models

Transformer models

Education

15 years full time education

Job description

Project Role : Large Language Model Architect Project Role Description : Architect large language models (LLM) that can process and generate natural language. Design neural network parameters, trained on large quantities of unlabeled text data. Must have skills : Machine Learning (ML) Good to have skills : NA Minimum 5 year(s) of experience is required Educational Qualification : 15 years full time education Summary: As a Large Language Model Architect, a typical day involves designing and structuring advanced language models capable of understanding and generating human-like text. This role requires envisioning the architecture of neural networks that can efficiently process vast amounts of unstructured text data. The professional spends time analyzing model performance, refining parameters, and ensuring the models meet the desired objectives. Collaboration with various teams to align the model design with project goals and exploring innovative approaches to enhance language understanding are integral parts of the daily routine.

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 scalable language model architectures.
• Mentor junior team members to foster skill development and knowledge sharing.
• Coordinate cross-functional efforts to integrate language models into broader applications.
• Continuously evaluate emerging technologies and methodologies to improve model effectiveness.

Professional & Technical Skills

• Must To Have Skills: Proficiency in Machine Learning (ML).
• Strong expertise in designing and optimizing neural network architectures for natural language processing.
• Experience with large-scale data processing and handling unstructured text datasets.
• Ability to implement and fine-tune transformer-based models and other deep learning frameworks.
• Familiarity with model evaluation metrics and techniques to ensure robustness and accuracy.
• Skilled in collaborating with data engineering and research teams to translate requirements into technical solutions.

Additional Information

• The candidate should have minimum 5 years of experience in Machine Learning (ML).
• This position is based at our Pune office.
• A 15 years full time education is required.
• 15 years full time education

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. 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 a great place to work for reinventors who drive meaningful change for our clients, communities, and the world. Wo rld. Explore your next step at Accenture