Senior Engineer, Machine Learning (401134)
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: Senior Engineer, Machine Learning (401134)
Company: Samsung Research America (SRA)
Lab: Visual Display Innovation
Location: 665 Clyde Avenue, Mountain View, CA 94043
**No immigration visa sponsorship is available for this position**
Job Description:
- Write efficient implementations of ML algorithms over CPUs & GPUs, deploy in production environment.
- Build and maintain large scale distributed systems to support the whole pipeline from data collection and training to deployment and real-time serving.
- Integrate our in-house systems with open-source technologies like Kubernetes and Tensorflow.
- Build abstractions to automate various steps in different ML workflows.
- Build tools to debug, visualize and inspect various features and models.
- Work with the engineers who use the platform and help them be more impactful by improving the platform.
- Work with microservice-oriented architectures and related OSS technologies (e.g., Kubernetes, Kafka, Celery/RabbitMQ, nginx, Redis, Airflow, etc.).
- Work in distributed and streaming environment, using Spark, Kafka, Flink.
- Work using CI/CD and test automation frameworks (Cypress.io, Jenkins, Appium, UI Automation, and Bazel.
- Work using MySQL, Postgres, Cassandra, Redis, Redshift, OracleDB and MongoDB).
Minimum Education & Experience Requirements:
- Master’s degree in Information Management, Machine Learning, Data Science, a related field, or a foreign equivalent.
- 2 years of post-baccalaureate experience in Machine Learning, Data Science, Computer Science, Big Data, Database Management System, Statistics, and Forecasting.
- Experience must include the following: Building ETL data pipeline with Spark, PySpark, Airflow, Docker, Kubernetes, and Zeppelin.
- Database design and optimization with Redshift, MySQL, Hive.
- Time Series forecasting and clustering.
- Rest Server API design and implementation.
- Data analytics system implementation with Superset, Tableau; and Web interface design.
- Implementation using jQuery, Javascript, HTML, CSS, and Flask.
#LI-DNI
Additional Information
Work Hours
Incumbent must make themselves available during core business hours.
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.
Tags: Airflow APIs Architecture Big Data Cassandra CI/CD Clustering Computer Science Data Analytics Distributed Systems Docker ETL Flask Flink JavaScript Kafka Kubernetes Machine Learning MongoDB MySQL PostgreSQL PySpark RabbitMQ Redshift Research Spark Statistics Streaming Superset Tableau TensorFlow
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