Staff Engineer - Machine Learning
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 - Machine Learning
Company: Samsung Research America (SRA)
Lab: Visual Display Intelligence Lab
Location: Mountain View, CA
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.
Position Summary:
As a Senior Machine Learning Engineer you will primarily focus on building unified Audience platform by working directly with Product Managers, Lab leaders, researchers, Big data/AI/ML engineers, brainstorm different ideas and also build POCs and propose projects that cater to the broader business needs. If there is evinced interest to invest on those projects, you could lead them to fruition. You will help design machine learning models, data pipelines, maintain large scale distributed systems, help manage the modern data warehousing infrastructure, analyze key metrics for decision makers to provide visual insights that will change the company direction and benefit consumers. The ideal candidate will be someone who comes from a strong analytical background that has demonstrated experience in the following areas:
Responsibilities:
- 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
Minimum Qualifications:
- Strong knowledge of Computer Science fundamentals including object-oriented design, data structures, operating system, computer networks.
- (5+ years) Software development experience, ideally in Python, Scala or Java
- (5+ years) Experience with MySQL, Postgres, Cassandra, Redis, Redshift, OracleDB or MongoDB
- (3+ years) Microservice-oriented architectures and related OSS technologies (e.g. Kubernetes, Kafka, Celery/RabbitMQ, nginx, Redis, Airflow, etc)
- (3+ years) Experience working in distributed and streaming environment, preferably using Spark, Kafka, Flink etc
- (3+ years) Experience with AWS in an enterprise environment
- (3+ years) CI/CD and test automation frameworks (Cypress.io, Jenkins, Appium, UIAutomation, Bazel, etc)
Preferred Qualifications:
- BS, MS or PhD in Computer Science, Engineering or or equivalent combination of education, training, and experience.
- Strong communication and inter-personal skills
- Experience with leading large-scale multi-engineer projects
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: Airflow AWS Big Data Cassandra CI/CD Computer Science Data pipelines Data Warehousing Distributed Systems Engineering Flink Kafka Kubernetes Machine Learning ML models MongoDB MySQL Open Source PhD Pipelines PostgreSQL Python Redshift Research Scala Spark Streaming TensorFlow
Perks/benefits: Startup environment
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 Lead Data Analyst jobs
- Open Data Science Manager jobs
- Open Data Manager jobs
- Open Senior Business Intelligence Analyst jobs
- Open Data Engineer II jobs
- Open Sr Data Engineer jobs
- Open Principal Data Engineer jobs
- Open Power BI Developer jobs
- Open Business Intelligence Developer jobs
- Open Junior Data Scientist jobs
- Open Data Analytics Engineer 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 Azure Data Engineer jobs
- Open Data Product Manager jobs
- Open Data Quality Analyst jobs
- Open Principal Data Scientist jobs
- Open Junior Data Engineer jobs
- Open GCP-related jobs
- Open Data quality-related jobs
- Open Business Intelligence-related jobs
- Open ML models-related jobs
- Open Java-related jobs
- Open Data management-related jobs
- Open Privacy-related jobs
- Open Finance-related jobs
- Open Data visualization-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 Kubernetes-related jobs
- Open LLMs-related jobs
- Open Generative AI-related jobs
- Open Data governance-related jobs
- Open Hadoop-related jobs
- Open Airflow-related jobs
- Open Docker-related jobs