LLM Model Developer
Accenture
Accenture
Seeking a skilled LLM Model Developer to refine and adapt advanced language models for specific applications. This role involves enhancing model capabilities by tailoring them to unique domain requirements. Responsibilities include analyzing model outputs, iterating on fine-tuning processes, and collaborating with team members to ensure effective model performance across diverse scenarios.
The ideal candidate will proactively improve model relevance and responsiveness, contributing to projects that demand sophisticated language understanding and generation.
Take ownership of tasks and become a subject matter expert. Actively participate and contribute to team discussions. Provide effective solutions to work-related challenges.
Collaborate with cross-functional teams to integrate fine-tuned models into production environments. Continuously monitor model performance and implement improvements based on feedback and evaluation metrics. Document methodologies and processes to support knowledge sharing and future development. Assist junior team members by providing guidance and support in model development tasks.
This role requires a minimum of 3 years of hands-on experience with Large Language Models (LLMs).
A strong foundation in model fine-tuning techniques, including instruction fine-tuning and domain adaptation, is essential. Candidates should possess a deep understanding of natural language processing concepts and transformer architectures.
Proficiency in working with large datasets and preprocessing data for model training and evaluation is crucial. Familiarity with Python and knowledge of performance evaluation metrics and techniques for language models are highly valued. A 15-year full-time education is mandatory for this position.
Accenture
IT Consulting