Staff Engineer Ⅰ, Machine Learning (400698)
Mountain View, 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...Title: Staff Engineer Ⅰ, Machine Learning (400698)
Company: Samsung Research America (SRA)
Lab: Samsung Knox
Location: 645 Clyde Avenue, Mountain View, CA 94043
**No sponsorship is available for this position**
Lab Summary:
At Visual Display Intelligence lab, Samsung Research America, we operate as a start-up while leveraging the broader assets of a larger global enterprise. We do advance research and development to immensely benefit our core business verticals in the space of Ads and Marketing. Our team primarily focuses on processing huge data sets, build robust and scalable big data pipelines, conduct advanced research in implementing state-of-the-art ML and AI techniques, build data services that are both real-time and batch based. All those combined provide the best-in-class experience to our customers across consumer electronics and internet of things. Many of our engineers take pride in publications, filing A-grade patents and build robust products and services.
Responsibilities:
- Design, Implement and evolve user behavior and NLP data models for cloud-based products.
- Develop framework for Cloud, mobile interaction to develop/refine data model offline and apply models in real-time on streaming data.
- Integrate with external customer and 3rd-party systems.
- Perform extensive research and analysis to make optimal architecture and design decisions.
- Write large amounts of code, perform code reviews, write unit tests. Interface with other groups including Product Management, QA and Operations.
- Participate in new product concepts and create proof-of-concept prototypes. Participate in scrum team.
Requirements:
- Bachelor’s degree, or foreign equivalent, in Computer Science or a related field*
- Eight (8) years of experience in the job offered or a related occupation*
- In lieu of Bachelor’s degree and eight (8) years of experience, will accept Master’s degree and six (6) years of experience
- Knowledge of and/or experience with (can be gained through education and/or experience):
- Computer science fundamentals in data structures, algorithm design, and complexity analysis;
- Hands-on experience with data analysis and building real-life data models using scikit-learn, pandas, numpy, nltk and matplotlib;
- Tensorflow, PyTorch or Keras;
- Writing code in one or more programming languages - Python, Java, Node.js; and
- Machine learning / deep learning algorithms - classification, clustering, regression, reinforcement learning, Bayesian modeling, algorithm design and theory of computation.
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.
Tags: Bayesian Big Data Classification Computer Science Data analysis Data pipelines Deep Learning Keras Machine Learning Matplotlib NLP NLTK Node.js NumPy Pandas Pipelines Python PyTorch Research Scikit-learn Scrum Streaming TensorFlow
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open MLOps Engineer jobs
- Open Data Science Manager jobs
- Open Lead Data Analyst jobs
- Open Data Manager jobs
- Open Senior Business Intelligence Analyst jobs
- Open Data Engineer II jobs
- Open Power BI Developer jobs
- Open Sr Data Engineer jobs
- Open Principal Data Engineer jobs
- Open Business Intelligence Developer jobs
- Open Data Analytics Engineer jobs
- Open Junior Data Scientist jobs
- Open Product Data Analyst jobs
- Open Data Scientist II jobs
- Open Sr. Data Scientist jobs
- Open Senior Data Architect jobs
- Open Business Data Analyst jobs
- Open Data Analyst Intern jobs
- Open Big Data Engineer jobs
- Open Manager, Data Engineering jobs
- Open Data Product Manager jobs
- Open Junior Data Engineer jobs
- Open Data Quality Analyst jobs
- Open Azure Data Engineer jobs
- Open Principal Data Scientist jobs
- Open GCP-related jobs
- Open Data quality-related jobs
- Open Business Intelligence-related jobs
- Open Java-related jobs
- Open ML models-related jobs
- Open Data management-related jobs
- Open Privacy-related jobs
- Open Data visualization-related jobs
- Open Finance-related jobs
- Open Deep Learning-related jobs
- Open PhD-related jobs
- Open APIs-related jobs
- Open TensorFlow-related jobs
- Open PyTorch-related jobs
- Open NLP-related jobs
- Open Consulting-related jobs
- Open Snowflake-related jobs
- Open CI/CD-related jobs
- Open LLMs-related jobs
- Open Kubernetes-related jobs
- Open Generative AI-related jobs
- Open Data governance-related jobs
- Open Hadoop-related jobs
- Open Airflow-related jobs
- Open Docker-related jobs