ML - Researcher (NJ, Princeton)

NEC Laboratories7 months ago
Princeton, NJ, United States
Hybrid
Full-time
Junior Level (1-3 years)

Job Description

The Machine Learning Department

NEC Laboratories America has openings for researchers with a passion for developing the next generation of machine intelligence. Expertise in machine learning with a proven track record of original research are prerequisites for this position.

The Machine Learning Department has been at the forefront of research in such areas as deep learning, statistical learning, and machine reasoning for almost two decades. The research in our department has been published in premier venues and has won numerous awards, including the 2010 IEEE Neural Networks Pioneer Award, the 2012 IEEE Frank Rosenblatt Award, the 2012 Benjamin Franklin Medal, the 2013 NEC C&C Prize, ICML 2018 Test of Time Award, and NeurIPS 2018 Test of Time Award. Our recent work has been published at NeurIPS, ICML, ICLR, CVPR, KDD, ACL, RECOMB, Nature, Nature Genetics, Nature Machine Intelligence, and other top venues, and has garnered media coverage (Science News, Nature News, New York Times, MIT Technology Review).

A lot of our research has been translated into NEC’s businesses, leading to innovative products and services of NEC, such as semantic analysis of job applications and product reviews, accident prevention, anomaly detection, and digital pathology.

Currently our department is tackling challenges in imparting abstract reasoning capabilities to machine learning and facilitating effective human-machine collaboration, and how these enable new applications in sustainable environment, smart manufacturing, safe cities, natural language processing, and personalized healthcare.

More Information: https://www.nec-labs.com/research/machine-learning/home/

About the Company:

NEC Laboratories

Required Skills

Deep Learning
Semantic Analysis
Statistical Learning
Machine Reasoning
Machine Learning
Anomaly Detection
Research Publication
Natural Language Processing