Job Specifications
Lab Summary
Samsung Knox™ (https://www.samsungknox.com/) is Samsung’s guarantee of security, and a secure device gives you the freedom to work and play how, where, and when you want. Samsung Knox consists of a highly secure platform built into a variety of Samsung devices, including Samsung’s mobile phones and laptop computers.
Come join the Samsung KNOX team and help us define and develop the future core technologies for Samsung devices and services!
Position Summary
In ML team, we are looking for a passionate Research Engineer Intern to research innovative ideas in the cyber security domain and create ML solutions for Samsung's array of B2B products. You will research and develop innovative ML strategies for challenging problems that will affect Samsung B2B products.
In this position, you will join a collaborative team of world-class developers/research engineers and have a chance to integrate your innovative solution into our Security & Intelligence services in Production.
Position Responsibilities
Create quick prototypes and proof-of-concepts
Explore cutting-edge technologies for our products
Design, develop, and productize AI/ML based solutions for Samsung services
Design, develop, and productize Machine Learning algorithms from Samsung Research teams or research papers
Design experiments, perform evaluations, and apply enhancements to our products
Review work with the engineering team weekly and able to present your solution to SRA by the end of your internship
Required Skills
Ph. D. or M.S. students in Computer Science, Electrical & Computer Engineering or relevant fields
Familiar with AI/ML latest framework, such as PyTorch or TensorFlow
Strong hands-on experience in threat detection
Strong hands-on experience in leveraging heterogeneous tabular data for feature learning, graph construction, deep graph learning, weak supervision, causal reasoning, structure learning, out-of-distribution quantification, reinforcement learning and/or knowledge distillation is appreciated
Strong hands-on experience in conducting architectural changes on given ML solutions inspired by research papers and/or technical discussions
High-quality coding in Python
Familiar with optimization processes for ExecuTorch, ONNX and/or LiteRT
Familiar with ML model deployment and inferencing in Android OS
Familiar with Data Structures, Algorithms and Linux OS concepts
Open communicator with excellent visual, verbal, and written communication skills
Passionate about researching innovative solutions and creating enterprise products for web and mobile
Special Attributes
First- or co-authored publications at leading workshops or conferences such as NeurIPS, ICML, ICLR, CVPR or similar. If yes, please provide the paper DOI link
Our total rewards programs are designed to motivate and engage exceptional talent. The hourly pay rate range for roles at this level is listed below, but may be higher or lower in other states due to geographic differentials in the labor market. Within the hourly pay rate range, individual rates depend on a number of factors—including the role’s function and location as well as the individual’s knowledge, skills, experience, education and training. This is part of our comprehensive compensation package with annual bonus eligibility and generous benefits to help you live life well.
Hourly Pay Rate Range
$44—$63 USD
Additional Information
Disclosure of Trade Secrets
Samsung has a strict policy on trade secrets. In applying to Samsung and progressing through the recruitment process, you must not disclose any trade secrets of a current or previous employer.
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.
Equal Employment Opportunity
At Samsung, we believe that innovation and growth are driven by an inclusive culture and a diverse workforce. We aim to create a global team where everyone belongs and has equal opportunities, inspiring our talent to be their true selves. Together, we are building a better tomorrow for our customers, partners, and communities.
Samsung Research America is committed to employing a diverse workforce, and provide Equal Employment Opportunity for all individuals regardless of race, color, religion, gender, age, national origin, marital status, sexual orientation, gender identity, status as a protected veteran, genetic information, status as a qualified individual with a disability, or any other chara