Researcher, Natural Language Processing

Los Angeles 22 months agoFull-time External
1m - 1.7m / yr
About InterDigital InterDigital develops mobile and video technologies that are at the core of devices, networks, and services worldwide. We solve many of the industry’s most critical and complex technical challenges, inventing solutions for more efficient broadband networks, better video delivery, and richer multimedia experiences years ahead of market deployment. InterDigital has licenses and strategic relationships with many of the world’s leading technology companies. Founded in 1972, InterDigital is listed on Nasdaq.  InterDigital is a registered trademark of InterDigital, Inc.   For more information, visit: www.interdigital.com. Job Summary The InterDigital AI Lab in Silicon Valley is looking for recent Ph.D. grads and experienced researchers with expertise in Natural Language Processing and applied Machine Learning. The lab focuses on novel applications of AI and machine learning on next generation wireless and immersive technologies, along with leveraging state of the art NLP techniques in our core IP licensing business. Some of our recent work includes neural network compression and representation, energy-efficient deep learning, deep learning-based video and image compression, deep learning for wireless communications and signal processing, NLP transformer networks, deep Bayesian networks, generative and adversarial learning. Come work for InterDigital if you are interested in any of the following areas of research: • Bayesian modelling – few shot learning, uncertainty estimation, generative models • Interpretable and robust machine learning • NLP – Large Language Models, Transformer networks, graph neural networks Responsibilities: • Lead and execute research on applying the latest advances in Large Language Models towards internal business applications. • Propose, launch, lead and execute research with peer researchers at other InterDigital research centers, in collaboration with academic partners (PhD students, postdocs, professors) • Develop new and innovative technologies, proof of concepts and prototypes • Publish in top conferences (NIPS, ICML, KDD, EMNLP, …) and maintain outstanding academic credentials and visibility • Supervise non-permanent staff (PhD and interns) Qualifications: • 2-5 years of experience in a research lab setting • Ph.D. in Computer Science, Statistics, Applied Math, or other relevant discipline • Strong academic track record and visibility, and in-depth knowledge in the following areas: machine learning, deep learning, optimization, natural language process • Significant experience and hands on expertise with the state of art methods in Natural Language Processing, particularly LLS. • Strong programming skills, with extensive hands-on experience on common machine learning frameworks (Tensorflow/Pytorch) • Develop and foster relationships with the academic community and attract high-quality students and professors Location: Los Altos, CA InterDigital is an equal employment opportunity employer. InterDigital will not engage in or tolerate unlawful discrimination with regard to any employment decision, policy or practice based on a person’s sex, gender, pregnancy (including childbirth, breastfeeding and related medical conditions), age, race, color, religion, creed, national origin, ancestry, citizenship, military status, veteran status, mental or physical disability, medical condition, genetic information, sexual orientation, gender identity or expression, or any other factor protected by applicable federal, state or local  law. This policy applies to all terms and conditions of employment, including, but not limited to, recruiting, hiring, compensation, benefits, training, assignments, evaluations, coaching, promotion, discipline, discharge and layoff. At InterDigital our DEI strategy embraces and revolves around TEAM. Talent – is the heart of our innovation, Empowerment – we inspire our employees with the knowledge and tools needed to succeed, Amplify – we celebrate the unique identities and cultures among us, Membership – we are connected as a diverse, global community. We strive to be a TEAM that upholds each other’s values and continues to strengthen our inclusive culture.         Interested in helping shape the technologies that make life boundless? InterDigital employees are part of something bigger than themselves, shared by our commitment to innovate. Join our TEAM. Show up as your authentic self, as we work to create, connect, live and inspire a better world through new technologies. We are #oneIDteam.   A reasonable estimate of the current salary range specific to New York/CA is $150,000 - $240,000 /annually + discretionary incentive bonus, benefits and may include other forms of compensation components such as long-term incentives.  Compensation for the role will depend on a number of factors, including a candidate’s qualifications, skills, competencies and experience and may fall outside of the range shown