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Ml/ai Research Scientists/engineers IBM Research
Il y a 4 mois
**Introduction**
**Your Role and Responsibilities**
We are looking for multiple positions to fill and particularly interested in the following areas of research and development:
- Knowledge extraction from documents for Knowledge Graph creation/completion.
- Improvement to state-of-the-art deep learning methods, ranging from supervised methods, self-supervised approaches, as well as fully unsupervised methods.
- Tackling the low-resource and cold start problems by data augmentation and data synthesis (including diffusion methods).
- Transfer learning.
- Implementation of large scale data ingestion and multi-stage ML pipelines into a managed service, accounting for execution performance, robustness, etc.
A unique aspect of our projects is the opportunity to work with clients and make impact to their core business extending state-of-the-art methods to work on their data. You will also have access to HPC and Cloud infrastructure equipped with recent variants of GPUs and many other resources and tools. The technology created in our team is powering IBM mainstream products, such as IBM Cloud Pak for Business Automation, Maximo Visual Inspection, Watson CoreML, or Deep Search platform, with significant business impact.
**Required Technical and Professional Expertise**
- PhD/Master’s degree in computer science, machine learning, NLP, computer vision or a related technical field
- Strong experience in software development
- Practical experience with Machine Learning / Deep Learning frameworks such as PyTorch and Tensorflow
- Practical experience with data management tools
- Team player, self-motivated with a passion for technology and innovation
**Preferred Technical and Professional Expertise**
- 3+ years of proved programming experience in Python (or equivalent C/C++ experience)
- Independent researcher with the ability to effectively communicate and flexibly collaborate in a fast-paced team environment
**About Business Unit**
With more than 3,000 researchers in 12 labs located across six continents, IBM Research brings together hundreds of researchers who possess unparalleled industry expertise to address some of the world's most challenging problems. Join us as we do pioneering work in areas such as cognitive computing, augmented intelligence, quantum computing, and blockchain, to name a few.
Are you craving to learn more? Prepared to solve some of the world's most unique challenges? And ready to shape the future for millions of people? If so, then it's time to join us, express your individuality, unleash your curiosity and discover new possibilities.
Every IBMer, and potential ones like yourself, has a voice, carves their own path, and uses their expertise to help co-create and add to our story. Together, we have the power to make meaningful change - to alter the fabric of our clients, of society and IBM itself, to create a truly positive impact and make the world work better for everyone.
It's time to define your career.
**About IBM**
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.
**Location Statement**
IBM souhaite que vous vous investissiez pleinement dans votre travail, ce qui peut signifier pour vous la possibilité de travailler de manière flexible. Si vous êtes intéressé par un modèle de travail flexible, veuillez vous adresser à notre équipe de recrutement pour savoir si cela est possible dans l'environnement de travail actuel.
IBM is committed to creating a diverse environment and is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, pregnancy, disability, age, veteran status, or other characteristics. IBM is also committed to compliance with all fair employment practices regarding citizenship and immigration status.
