OutSystems
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.
Low-Code Development • AI • Generative AI • GenAI • Cloud-Native Development
Research Scientist - LLM
April 11
OutSystems
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.
Low-Code Development • AI • Generative AI • GenAI • Cloud-Native Development
📋 Description
• Shape the future of AI solutions at OutSystems. • Engage in applied research and practical applications. • Design and implement scalable training pipelines for LLMs. • Utilize Reinforcement Learning methodologies to enhance LLMs. • Develop robust evaluation frameworks to assess model performance. • Collaborate to translate research into real-world applications. • Publish findings 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). • 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. • 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. • Educational Background: Ph.D. or M.Sc. in Computer Science, Artificial Intelligence, Machine Learning, or related technical fields. • A combined total of 5+ years of experience in applied machine learning roles.
🏖️ Benefits
• A company that continues to grow, change, and innovate. • We care about growth and development. • Vertical career progression is an obvious possibility. • Disrupting the status quo is in our DNA. • We encourage our team members to collaborate, focus on results, act quickly, understand our business, and reinvent themselves. • A team that is global.
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