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Form of workIntroduction
At IBM, work is more than a job - it's a calling: To build. To design. To code. To consult. To think along with clients and sell. To make markets. To invent. To collaborate. Not just to do something better, but to attempt things you've never thought possible. Are you ready to lead in this new era of technology and solve some of the world's most challenging problems? If so, lets talk.
Your Role and Responsibilities
The ideal candidate should have a strong a background in Natural Language Processing (NLP) and large language model/foundation model training. Demonstrated expertise in efficient large model training methods, and advanced foundation model architecture development are of particular interest.
The candidate should have a strong track record of publishing in top AI and NLP conferences, with demonstrated thought leadership in the area of large language models.
You will work closely with our MIT-IBM Watson AI Lab IBM Researchers and MIT Faculty at the MIT-IBM lab in Cambridge, MA, as well as with other academic partners at other universities.
Required Technical and Professional Expertise
Expertise and experience in programming in one or more of these languages: Python, Java, C++, Matlab, R etc.
Advanced skill level in solving analytical problems using rigorous and quantitative approaches.
Advanced skill level in creating and applying new algorithms in AI disciplines such as machine learning, NLP, knowledge induction, and machine reasoning
Experience in clearly and effectively communicating your research ideas in peer-reviewed technical conferences such as NIPS, ICML, ICLR, IJCAI, AAAI, AISTATS, ACL, CVPR, KDD or similar
Preferred Technical and Professional Expertise
PhD in machine learning, artificial intelligence, computer science, applied mathematics, signal processing, statistics, physics or related technical fields
Advanced skill level with standard machine learning techniques and frameworks
Experience analyzing large scale data from a variety of sources
Design, validation, and characterization of algorithms and/or systems
Experience with machine learning tools and frameworks including but not limited to: TensorFlow, PyTorch, etc.
About Business UnitIBM 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.
This job requires you to provide your COVID-19 vaccination status where legally permissible.
Your Life @ IBMIn 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 IBMIBM'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.
Location StatementIBM offers a competitive and comprehensive benefits program. Eligible employees may have access to:
Healthcare benefits including medical & prescription drug coverage, dental, vision, and mental health & well being
Financial programs such as 401(k), the IBM Employee Stock Purchase Plan, financial counseling, life insurance, short & long- term disability coverage, and opportunities for performance based salary incentive programs
Generous paid time off including 12 holidays, minimum 56 hours sick time, 120 hours vacation, 12 weeks parental bonding leave in accordance with IBM Policy, and other Paid Care Leave programs. IBM also offers paid family leave benefits to eligible employees where required by applicable law
Training and educational resources on our personalized, AI-driven learning platform where IBMers can grow skills and obtain industry-recognized certifications to achieve their career goals
Diverse and inclusive employee resource groups, giving & volunteer opportunities, and discounts on retail products, services & experiences
The compensation range and benefits for this position are based on a full-time schedule for a full calendar year. The salary will vary depending on your job-related skills, experience and location. Pay increment and frequency of pay will be in accordance with employment classification and applicable laws. For part time roles, your compensation and benefits will be adjusted to reflect your hours. Benefits may be pro-rated for those who start working during the calendar year.
We consider qualified applicants with criminal histories, consistent with applicable law.
Being You @ IBMIBM 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.
