Senior Software Engineer, AI and ML
Samsung Research AmericaAbout the role
Lab Summary:
We are looking for highly skilled individual in ML and Deep-Learning algorithms, frameworks and application development. This is a great opportunity to join Samsung XR-AI Team in MPS to build next generation AI based Avatars. The team is focused on building Samsung AR-Emoji platform with AI features. This is an exciting area for Samsung, especially the Mobile Graphics team that enables numerous applications in AI Avatar space. Come join the Mobile Platform Solutions and help us build next generation avatars.
Responsibilities Include:
- Design, implement and evolve data models for AI-based avatars
- Perform research and analysis to make optimal architecture and design decisions that enhances the quality of Avatar SDK on PC/Mobile
- Work closely and with Android team for ML-model integration to mobile space
- Write large amounts of code and perform code reviews
- Participate in new product concepts and create proof-of-concept prototypes
- Actively participate and contribute in scrum meetings
Experience Requirements:
- MS/PhD in Computer Science or equivalent combination of education, training, and experience
- 3+ years of industry experience with strong Computer Science fundamentals in Data Structures, Algorithm Design, Complexity Analysis and ML-relevant products
- End to end experience on ML/DL systems and/or modeling skills
- Hands-on experience with data analysis and building real-life data models using pandas, numpy, nltk, matplotlib etc.,
- Good working knowledge of at least one of the frameworks - Tensorflow/Keras/PyTorch
- Solid hands-on experience with writing code in Python
- Expert knowledge of machine learning / deep learning algorithms -- classification, clustering, regression, reinforcement learning, Bayesian modeling, algorithm design and theory of computation. Knowledge on Generative AI is a plus
- Good hands-on knowledge of stream and batch processing, distributed caching, messaging systems
Additional Information
Essential Job Functions
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, and frequently operate standard office equipment, such as telephones and computers.
Samsung Research America is committed to complying with all Federal, State and local laws related to the employment of qualified individuals with disabilities. If you are an individual with a disability and would like to request a reasonable accommodation as part of the employment selection process, please contact the recruiter or email sratalent@samsung.com.
Affirmative Action / Equal Opportunity
Samsung Research America is an Affirmative Action and Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity or expression, national origin, disability, or status as a protected veteran.
For more information regarding protection from discrimination under Federal law for applicants and employees, please refer to the links below.
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