LLM Architect: Bangalore

Sigma Allied Services; Bengaluru; Hybrid; INR 3,000,000 - 5,000,000; Full time

Job summary

Sigma Allied Services seeks a Senior Large Language Model Architect to lead the design and architecture of advanced language models capable of processing and generating natural language. You will define model specifications, experiment with neural architectures, and analyze performance on large datasets.

The role requires collaboration with cross-functional teams, mentoring of junior members, and ongoing evaluation of new technologies to maintain cutting-edge capabilities.

Qualifications

• Minimum 5 year(s) of experience in LLM-related roles.
• Based at Bengaluru, with willingness to work onsite.
• 15 years of full-time education required.
• Proficiency in Python and ML frameworks (TensorFlow, PyTorch).

Responsibilities

• Serve as SME for LLM architecture and design.
• Collaborate with cross-functional teams to define model specs.
• Lead and mentor the team; drive decisions and outcomes.
• Engage with multiple teams to contribute on key decisions.
• Provide solutions to problems for their immediate and cross-team contexts.
• Continuously evaluate and integrate new technologies to improve model performance.

Skills

Large Language Models

Neural network architectures

Python

TensorFlow

PyTorch

Model evaluation metrics

Education

15 years education

Tools

TensorFlow

PyTorch

Job description

Large Language Model Architect

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

• Large Language Models (LLMs)

Good to have skills

NA

Minimum experience

Minimum 5 year(s) of experience is required

Educational Qualification

15 years full time education

Summary

As a Large Language Model Architect, you will engage in the innovative design and architecture of large language models that are capable of processing and generating natural language. Your typical day will involve collaborating with cross-functional teams to define model specifications, experimenting with neural network architectures, and analyzing the performance of models trained on extensive datasets. You will also be responsible for troubleshooting and optimizing model performance, ensuring that the solutions you develop meet the highest standards of quality and efficiency. Your role will be pivotal in advancing the capabilities of natural language processing technologies within the organization.

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.
• Mentor junior team members to enhance their skills and knowledge in large language model architecture.
• Continuously evaluate and integrate new technologies and methodologies to improve model performance.

Professional & Technical Skills

• Must To Have Skills: Proficiency in Large Language Models.
• Strong understanding of neural network architectures and their applications in natural language processing.
• Experience with training and fine-tuning large-scale language models on diverse datasets.
• Familiarity with programming languages such as Python and frameworks like TensorFlow or PyTorch.
• Ability to analyze and interpret model performance metrics to drive improvements.

Additional Information

• The candidate should have minimum 7.5 years of experience in Large Language Models.
• This position is based at our Bengaluru office.
• A 15 years full time education is required.