Research Scientist (Machine Learning and Artificial Intelligence)
Mountain View, CA or Irvine, CA
Applications have closed
Samsung Research America
For more than 70 years, Samsung has been at the forefront of innovation. Our discoveries, inventions and breakthrough products have helped shape the history of the digital revolution. We continue to expand our global reach and open new...Tittle: Research Scientist (Machine Learning and Artificial Intelligence)
Location: Mountain View, CA or Irvine, CA
Lab: VD intelligence lab
Lab Summary:
Samsung is the world’s largest consumer electronics company and the leading provider for smart phones and smart TVs. Samsung smart TVs connect homes to the Internet, providing a full range of intelligence capabilities such as speech recognition, gesture recognition, advanced video processing and personalized recommendation.
The VD intelligence lab at Samsung Research America is building a next-generation data platform to support Smart TV products and services. We have two office locations in California: Irvine and Mountain View. Our research and development include TV analytics, ads targeting, and personalized services.
The Core Machine Learning research team at Samsung Research America (SRA), part of Samsung’s Visual Display Intelligence Lab, located in Mountain View, CA, is looking for an outstanding and highly self-motivated research scientist. We are looking for candidates with expertise in deep learning, computer vision, speech and language understanding.
You will work with a team of research scientists and engineers tackling real-world problems. You will also have the opportunity to publish at top-tier conferences in deep learning, computer vision, speech, and language understanding. As a research scientist, you will be involved in very promising team projects with talented people at Samsung. You will benefit a lot by working in a fun and creative environment.
Responsibilities
- Conduct advanced research for machine learning, computer vision, data mining, and natural language understanding
- Collaborate with other colleagues to apply research results to prototypes and real-world applications
- Quickly prototype new ideas/technologies to create proof of concept and demos
- Contribute to the organization’s strong drive to be on the cutting edge of technology through the generation of patentable ideas
- Summarize research findings in high-quality papers and make submissions to top-tier conferences
Requirements
- PhD in Computer Science or related discipline (with focus on Machine Learning)
- A strong publication record in top-tier machine learning conferences and journals
- Experience with ML frameworks such as: PyTorch, Tensorflow, Keras, etc
- Technically deep in the principles of building large-scale machine learning systems
- Experience with deep learning and neural networks
- Strong Computer Science fundamentals in data structures and algorithm design
- Strong fundamentals in applied statistics and probability
- Experience with both supervised and unsupervised machine learning models
- Familiar with ML algorithms such as but not limited to Regression, Classification, Clustering, etc.
- Experience with regularization techniques such as but not limited to: Dropout, weight decay, generative pre-training, etc
- Ability to understand recent ML research papers and adapt those models to real world products
- Self-directed, flexible, goal oriented and strong sense of ownership
- Excellent verbal and written communications skills; experience presenting complex technical information, succinctly, to technical and non-technical audiences
Plus
- Experience and familiarity with multi-task learning
- Experience and familiarity with natural language generation
Additional Information
For U.S. Candidates Only: SRA has adopted a COVID-19 vaccination policy to safeguard the health and well-being of our employees and visitors. As a condition of employment, all employees based in the U.S. are required to be fully vaccinated for COVID-19, unless a reasonable accommodation is approved or as otherwise required by law.
Work Hours
Incumbent must make themselves available during core business hours.
Travel Requirements
This position requires the incumbent to travel for work 10% of the time.
Physical Requirements
This position will be performed in an office setting. The position will require the incumbent to sit and stand at a desk, communicate in person and by telephone, frequently operate standard office equipment, such as telephones and computers, and reach with hands and arms.
EEO Statement
Samsung is committed to encouraging a diverse workplace and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) based on race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.
If you have a disability or special need that requires accommodation, please let us know.
All your information will be kept confidential according to EEO guidelines.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Classification Computer Science Computer Vision Data Mining Deep Learning Keras Machine Learning ML models PhD PyTorch Research Statistics TensorFlow
Perks/benefits: Conferences Flex hours
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