Introduction
At IBM Research, we believe that work is more than just a job-it's a calling. We're seeking innovative minds to join us in pushing the boundaries of what's possible in artificial intelligence and drug discovery. Our mission is to build, design, code, and collaborate on groundbreaking projects that have the potential to solve some of the world's most challenging problems in healthcare and life sciences.
Our summer internship program offers an opportunity to collaborate with IBM's leading research team for a 3-month, full-time internship (5 days a week) at our labs in Haifa or Tel Aviv.
Your role and responsibilities
Join the Data Security and Privacy group in IBM Research - Haifa to work on cutting-edge technologies for data classification powered by machine learning.
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Our team focuses on creating innovative techniques for sensitive data discovery, classification, and contextual analysis, leveraging state-of-the-art machine learning methods. We tackle real-world challenges such as identifying and classifying personally identifiable information (PII) and other sensitive data types, building scalable data classification pipelines, and integrating these solutions into enterprise-grade data security frameworks.
You will have the opportunity to:
- Develop novel classification algorithms for structured and unstructured data.
- Work on enhancing existing machine learning models to improve accuracy in data labelling and classification tasks.
- Contribute to the design of tools that map data classification outputs to actionable business insights, supporting privacy and security objectives.
This role offers the chance to publish your results in top-tier conferences and journals, as well as contribute to leading open-source projects in the areas of data security, privacy, and trustworthy AI. It's an opportunity to work on advanced research topics while addressing real-world customer needs and use cases.
Required education
Bachelor's Degree
Preferred education
Master's Degree
Required technical and professional expertise
- MSc or PhD student in Computer Science, Data Science, or a related field at a leading university.
- Strong theoretical knowledge of machine learning and deep learning techniques.
- Hands-on experience with Python and ML/DL frameworks (e.g., PyTorch, scikit-learn).
- Practical experience in using and fine-tuning transformer-based models (e.g., BERT, RoBERTa) and large language models (LLMs) for various applications.
- Proficiency in data manipulation and analysis using libraries like Pandas and NumPy.
- Knowledge of model evaluation techniques, including metrics for classification and fine-tuning performance.
Please add your grade sheet to your application
Preferred technical and professional experience
- Experience with sensitive data classification or entity extraction.
ABOUT BUSINESS UNIT
IBM Research is the organic growth engine of IBM and an innovation engine for our customers and partners. As part of this mission, IBM Research anticipates and examines 'What's Next in Computing' to ultimately create and integrate the technologies the world relies upon to solve big challenges and unlock new opportunities. We create and pioneer new markets for IBM, our partners and customers as exemplified in our ongoing quest to reach practical and large-scale quantum computing. Across IBM Research, we realize the power and potential to accelerate discovery with our partners and clients by combining the power of high performance computing, AI, and Quantum, all integrated through the hybrid cloud.
YOUR LIFE @ IBM
In a world where technology never stands still, we understand that, dedication to our clients success, innovation that matters, and trust and personal responsibility in all our relationships, lives in what we do as IBMers as we strive to be the catalyst that makes the world work better.
Being an IBMer means you'll be able to learn and develop yourself and your career, you'll be encouraged to be courageous and experiment everyday, all whilst having continuous trust and support in an environment where everyone can thrive whatever their personal or professional background.
Our IBMers are growth minded, always staying curious, open to feedback and learning new information and skills to constantly transform themselves and our company. They are trusted to provide on-going feedback to help other IBMers grow, as well as collaborate with colleagues keeping in mind a team focused approach to include different perspectives to drive exceptional outcomes for our customers. The courage our IBMers have to make critical decisions everyday is essential to IBM becoming the catalyst for progress, always embracing challenges with resources they have to hand, a can-do attitude and always striving for an outcome focused approach within everything that they do.
Are you ready to be an IBMer?
ABOUT IBM
IBM's greatest invention is the IBMer. We believe that through the application of intelligence, reason and science, we can improve business, society and the human condition, bringing the power of an open hybrid cloud and AI strategy to life for our clients and partners around the world.
Restlessly reinventing since 1911, we are not only one of the largest corporate organizations in the world, we're also one of the biggest technology and consulting employers, with many of the Fortune 50 companies relying on the IBM Cloud to run their business.
At IBM, we pride ourselves on being an early adopter of artificial intelligence, quantum computing and blockchain. Now it's time for you to join us on our journey to being a responsible technology innovator and a force for good in the world.
OTHER RELEVANT JOB DETAILS
For additional information about location requirements, please discuss with the recruiter following submission of your application.