OutSystems
Enterprise • Productivity • SaaS
OutSystems is a software company that provides a low-code application development platform. It allows organizations to develop, deploy, and manage enterprise-grade applications with minimal coding effort. By simplifying the process of application development, OutSystems helps businesses accelerate their digital transformation and improve productivity.
Principal AI Engineer
August 8
OutSystems
Enterprise • Productivity • SaaS
OutSystems is a software company that provides a low-code application development platform. It allows organizations to develop, deploy, and manage enterprise-grade applications with minimal coding effort. By simplifying the process of application development, OutSystems helps businesses accelerate their digital transformation and improve productivity.
📋 Description
• Design and implement scalable training pipelines for LLMs, focusing on code generation and comprehension tasks. • Utilize Reinforcement Learning (RL) methodologies to enhance LLMs, specifically by training/fine-tuning for improved reasoning and alignment. • Develop robust evaluation frameworks to assess model performance using both automated metrics and human feedback. • Advance LLM capabilities in code generation and comprehension by exploring and implementing state-of-the-art techniques. • Work with engineering and product teams to translate research into real-world applications. • Publish findings in reputable conferences and contribute to the AI research community.
🎯 Requirements
• Proven experience in training, fine-tuning, and deploying large language models, particularly for code generation and comprehension tasks. • Demonstrated experience applying Reinforcement Learning techniques (e.g., RLHF, PPO, RLAIF) to train or fine-tune large language models, specifically for improving reasoning, alignment, or adapting models to new domains/tasks like novel programming languages. • Strong foundation in machine learning principles, with hands-on experience in deep learning frameworks such as PyTorch, TensorFlow, and JAX. • Advanced coding skills in Python, with the ability to develop end-to-end prototypes, including data engineering, data analysis, and algorithm implementation. • Experience with data processing platforms like Apache Spark or Ray for efficient handling of large datasets. • Creative, ambitious, and curious mindset with a resourceful and innovative approach to tackling complex challenges.
🏖️ Benefits
• A company that is always growing, changing, and innovating. • Real career opportunities. • Work colleagues that are as smart, hard-working, and driven as you.
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