LLM-NLP Intelligent Automation-MSc&PhD Summer intern 2024-Research Lab

Key Skills

Aartificial intelligence, Automation, Computer Vision (CV), GPUs, Large Language Models - LLMs, Machine learning techniques, Natural Language Processing (NLP), PyTorch, TensorFlow

Job Description

IBM Research is at the forefront of innovation in the field of Intelligent Automation. We are currently developing the next generation of No-Code UI Automation, a cutting-edge technology that enables business software to autonomously perform tasks without the need for traditional programming. These sophisticated systems are designed to interact and collaborate with business users, learning from their actions and converting these observations into effective automation scripts. This technology leverages the power of Large Language Models (LLMs) and Transformer Models, integrating capabilities in natural language processing, computer vision, and semantic UI understanding.

More about our research:

The realm of No-Code UI Automation represents a significant leap in how businesses can leverage AI for operational efficiency. Our research focuses on:

• Seamless Integration of AI with Business Processes: How can we ensure that AI systems intuitively understand and automate complex business tasks without explicit programming? Our challenge is to develop systems that can observe, learn, and replicate business processes in a user-friendly, efficient, and scalable manner.
• Enhancing Human-AI Collaboration: How can we design AI systems that effectively communicate and collaborate with human operators, ensuring that the automation process is transparent, trustworthy, and easily adaptable to changing business needs?
• Advancing AI Understanding and Adaptation: How can we use LLMs and transformer models to create a deeper understanding of business operations, ensuring that our No-Code UI Automation tools not only replicate tasks but also optimize and evolve them?
• Our goal is to break new ground in AI automation, making it accessible and effective for a wide range of business applications.

Your Role and Responsibilities

We are seeking an intern to join our Intelligent Automation research team and contribute to our ambitious innovation efforts. As an intern you will be responsible to develop and adapt state of the art LLMs, LMMs and CV models. Your job will include conducting research, preparing datasets, training models, and demonstrating the use of the models in early prototypes of no-code UI Automation platforms.

Our summer internship program offer you an opportunity to join our research team for 3 months internship (working 5 days a week) in either Haifa or

Tel Aviv sites (according to each internship). During the internship, you will be working with our talented researcher on top projects, helping create the next generation of AI, security, quantum, cloud and much more.

Required Technical and Professional Expertise

• MSc or PhD student in Computer Science, Information Systems, or a related field with a focus on NLP
• Experience with implementing, training and fine-tuning Deep Learning models (Pytorch, TensorFlow, GPUs)
• In depth knowledge and/or experience with one or several of the following area: Transformers, Natural Language Processing, Computer Vision, Self-supervised Learning

Please add your grade sheet to your application

Preferred Technical and Professional Expertise

• Strong foundational knowledge in Human centered AI, machine learning, computer vision, and natural language processing.
• Experience with Large Language Models and Transformer architectures.
• Experience in publishing at peer-reviewed conference/journals