25 days old

Research Staff Member

Yorktown Heights, NY 10598
  • Job Code
    251056BR

Introduction
IBM Research Scientists are charting the future of Artificial Intelligence, creating breakthroughs in quantum computing, discovering how blockchain will reshape the enterprise, and much more. Join a team that is dedicated to applying science to some of today's most complex challenges, whether its discovering a new way for doctors to help patients, teaming with environmentalists to clean up our waterways or enabling retailers to personalize customer service.


Your Role and Responsibilities

Are you interested in shaping the future of AI? IBM is looking for research scientists who are as passionate as we are about artificial intelligence, advancing science, and inventing the next generation of intelligent machines. In the Real-time AI team in Yorktown, we do basic and applied research into novel machine learning and AI models, algorithms and systems for real-time heterogeneous, streaming data sets, including multivariate temporal sensor data streams & recurrent, irregular event data streams from structured and unstructured sources. We have an ambitious AI research agenda to automate the data & process representation at scale from structured data, semantic representation at scale from unstructured data, and to enable learning algorithms including structure, parametric, causal learning, probabilistic reasoning and optimal decision-making.

You will develop and implement innovative real-time AI models and solutions for streaming temporal data sets. It will involve researching into, developing and implementing machine learning models and formulations. You will collaborate with fellow researchers to design and implement libraries for data and model pipelines for various real-time AI objectives including detection, prediction, diagnosis, reasoning and decision-making models. You will write production-quality code, and assume responsibility for data exploration, discovery, experimentation and implementation of deployable models, monitoring run-time performance and retraining. You will research into best of breed machine learning/deep learning models, formulations and algorithms for various kinds of real-time AI problems, best of breed choices for real-time AI and machine learning infrastructure including reusable libraries, and scalable implementations.

As an IBM Researcher, you get to work on the most cutting-edge and exciting projects and interact with the brightest minds. The four key dimensions of an IBM Researcher's contribution are IBM impact, external impact, leadership, and teamwork. We want to bring out the best in you and expect you to do the same to us. Your proactive approach to creative problem solving will be essential to the success of our team and the company.


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Required Technical and Professional Expertise
  • Proficiency with Python, Java, R
  • Experience with implementing machine learning and deep learning models with libraries like scikit-learn, scikit-learn-contrib, Keras, Tensorflow, Pytorch
  • A firm understanding of essential probability, statistics, and mathematics for machine learning
  • Experience with unsupervised and supervised machine learning tasks like dimensionality reduction, clustering, regression, classification, pattern recognition
  • Experience working with temporal data like time series data, sensor data, event data
  • Experience working with Cloud services and Rest APIs
  • Experience working with real-time streaming data



Preferred Technical and Professional Expertise
  • Experience working with messaging tools like Kafka, data bases like DB2, MongoDB
  • Experience with big data infrastructure and libraries like Hadoop, Spark.
  • Experience using programming tools like MATLAB



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.


Your Life @ IBM
What matters to you when youre looking for your next career challenge?

Maybe you want to get involved in work that really changes the world. What about somewhere with incredible and diverse career and development opportunities where you can truly discover your passion? Are you looking for a culture of openness, collaboration and trust where everyone has a voice? What about all of these? If so, then IBM could be your next career challenge. Join us, not to do something better, but to attempt things you never thought possible.

Impact. Inclusion. Infinite Experiences. Do your best work ever.


About IBM
IBMs greatest invention is the IBMer. We believe that progress is made through progressive thinking, progressive leadership, progressive policy and progressive action. IBMers believe that the application of intelligence, reason and science can improve business, society and the human condition. Restlessly reinventing since 1911, we are the largest technology and consulting employer in the world, with more than 380,000 IBMers serving clients in 170 countries.


Location Statement
For additional information about location requirements, please discuss with the recruiter following submission of your application.


Being You @ IBM
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, disability, age, or veteran status. IBM is also committed to compliance with all fair employment practices regarding citizenship and immigration status.

Categories

Industry

  • Computers Software and Hardware
Posted: 2019-10-18 Expires: 2019-11-17

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Research Staff Member

IBM
Yorktown Heights, NY 10598

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