Samsung Ads

3 days ago

Mountain View, United States Samsung Full time

Samsung Ads - Machine Learning Serving Engineer

remote type
Hybrid
locations
645 Clyde Avenue, Mountain View, CA, USA
One Pennsylvania Plaza, 26th Floor, New York, NY, USA
time type
Full time

job requisition id
R90660
Position Summary

Role and Responsibilities

Samsung Ads is an advanced advertising technology company in rapid growth that focuses on enabling advertisers to connect audiences from Samsung devices as they are exposed to digital media, using the industry’s most comprehensive data to build the world’s smartest advertising platform. Being part of an international company such as Samsung and doing business around the world means that we get to work on big, complex projects with stakeholders and teams located around the globe.

We are proud to have built a world-class organization grounded in an entrepreneurial and collaborative spirit. Working at Samsung Ads offers one of the best environments in the industry to learn just how fast you can grow, how much you can achieve, and how good you can be. We thrive on problem-solving, breaking new ground, and enjoying every part of the journey.

Machine learning lies at the core of the advertising industry, and this is no exception to Samsung Ads. At Samsung Ads, we are actively exploring the latest machine learning techniques to improve our existing systems and products and create new revenue streams. As a machine learning serving engineer of the Samsung Ads Platform Intelligence (PI) team, you will have access to unique Samsung proprietary data to develop and deploy a wide spectrum of large-scale machine learning products with real-world impact. You will work closely with and be supported by a talented engineering team and top-notch researchers to work on exciting machine learning projects and state-of-the-art technologies. You will be welcomed by a unique learning culture and creative work atmosphere. This is an exciting and unique opportunity to get deeply involved in envisioning, designing and implementing cutting-edge machine learning products with a fast growing team.

Location: Mountain View, CA

Responsibilities

Design and develop highly scalable, real-time machine learning infrastructure with extremely high throughput and low latency conditions to support Samsung's entire advertising business.

Explore and optimize our machine learning serving system to ensure 5 nines uptime (continuous availability).

Research the latest machine learning serving technologies and keep up-to-date with industry trends and developments.

Experiment with new machine learning serving architecture ideas tailored to our environment and create quick prototypes/ proof-of-concepts.

Collaborate with different internal ML teams (e.g., model engineers, ML platform, and MLOps) to build a world-class ML infra for advertising platforms in the industry.

Closely work with cross-functional partner teams in global settings to deliver new ML features and solutions and achieve business objectives.

Mentor junior engineers and provide technical guidance.

Learn quickly and adapt to a fast-paced working environment.

Skills and Qualifications

Experience Requirements

6+ years of industry experience with a Master's degree or 3+ years of industry experience with a PhD degree.

Extensive industry experience in low latency, high throughput distributed microservices.

Extensive experience with machine learning serving system design, architecture, real time monitoring/alerting components (e.g., Prometheus/ Grafana), and distributed cache systems (e.g., Redis/Aerospike).

Familiarity with CI/CD, ETL, big data tools, and mainstream ML libraries (e.g., MapReduce, Spark, Flink, Kafka, Docker, Kubernetes, TensorFlow, PyTorch, Spark ML, etc.).

Solid theoretical background in machine learning or data mining and strong conceptual, problem solving, and analytical skills.

Knowledge of testing frameworks for online A/B testing, canary, and blue-green deployment.

Extensive programming experience in Python, Go, or other OOP languages and familiarity with data structures, algorithms, and software engineering principles.

Strong communication and interpersonal skills to drive cross-functional partnerships.

Ability to work in a fast-paced environment, quickly debug issues, provide proof of concept solutions, and apply the changes to production.

Preferred Experience Requirements

Knowledge about ML serving technologies, such as Seldon, Triton, ONNX, ONCL, and TensorRT.

Knowledge about Amazon Web Services (AWS).

Experience with the advertising industry and real-time bidding (RTB) ecosystem.

Full stack experience with Ruby on Rails and React.

The salary range for this role, for candidates based in California, is expected to be between $230,000 and $280,000. Actual pay will be determined considering factors such as relevant skills and experience, and comparison to other employees in the role.

  • Lead Data Engineer

    3 weeks ago

    Mountain View, United States Samsung Ads Full time

    Position SummarySamsung Ads is a leading innovator in advertising technology, dedicated to providing cutting-edge solutions that optimize ad performance and deliver exceptional results for our clients. We are seeking a highly skilled and experienced front-end staff engineer to join our dynamic team and help shape the future of the ad tech industry. We seek a...

  • Lead Data Engineer

    4 weeks ago

    Mountain View, United States Samsung Ads Full time

    Position SummarySamsung Ads is a leading innovator in advertising technology, dedicated to providing cutting-edge solutions that optimize ad performance and deliver exceptional results for our clients. We are seeking a highly skilled and experienced front-end staff engineer to join our dynamic team and help shape the future of the ad tech industry. We seek a...

  • Lead Data Engineer

    2 months ago

    Mountain View, United States Samsung Ads Full time

    Position SummarySamsung Ads is a leading innovator in advertising technology, dedicated to providing cutting-edge solutions that optimize ad performance and deliver exceptional results for our clients. We are seeking a highly skilled and experienced front-end staff engineer to join our dynamic team and help shape the future of the ad tech industry. We seek a...

  • Staff Engineer

    6 days ago

    Mountain View, United States Samsung Full time

    Staff Engineer (Golang), Ad Serving - Samsung Adsremote typeHybridlocations645 Clyde Avenue, Mountain View, CA, USAtime typeFull timejob requisition idR89155Position Summary Role and Responsibilities We are seeking a highly skilled and motivated Staff Engineer to join our Samsung Ads team. As a Staff Engineer, you will be responsible for designing,...

  • Staff Front End/UI Engineer

    6 days ago

    Mountain View, United States Samsung Full time

    Staff Front End/UI Engineer - Samsung Adsremote typeHybridlocations645 Clyde Avenue, Mountain View, CA, USAtime typeFull timejob requisition idR90853Position Summary Are you a seasoned Front End/UI Engineer with a knack for leadership and a passion for collaboration? If so, Samsung Ads invites you to join our Global Ads Product & Engineering team. As our...

  • Staff Engineer, Ad Serving

    4 weeks ago

    Mountain View, United States Samsung Ads Full time

    Position SummaryWe are seeking a highly skilled and motivated Staff Engineer to join our Samsung Ads team. As a Staff Engineer, you will be responsible for designing, developing, and maintaining our ad serving software, predominantly leveraging the Go programming language. Your expertise will play a crucial role in driving the success of our advertising...

  • Staff Engineer, Ad Serving

    1 month ago

    Mountain View, United States Samsung Ads Full time

    Position SummaryWe are seeking a highly skilled and motivated Staff Engineer to join our Samsung Ads team. As a Staff Engineer, you will be responsible for designing, developing, and maintaining our ad serving software, predominantly leveraging the Go programming language. Your expertise will play a crucial role in driving the success of our advertising...

  • Senior Front-End Software Engineer – Samsung Ads

    6 days ago

    Mountain View, United States Samsung Full time

    Senior Front-End Software Engineer – Samsung Adsremote typeHybridlocations645 Clyde Avenue, Mountain View, CA, USAjob requisition idR91449Position Summary Over the last few years, Samsung has been investing in building up a portfolio of engaging services across its devices to complement its market-leading hardware business while leveraging its...

  • Sr Software Engineer, Ad Serving

    2 weeks ago

    Mountain View, United States Samsung Electronics America North America Full time

    We seek a highly skilled and motivated Staff Engineer to join our Samsung Ads team. As a Staff Engineer, you will be responsible for designing, developing, and maintaining our ad-serving software. Your expertise will play a crucial role in driving the success of our advertising technology, helping us efficiently deliver targeted and relevant ads to our...

  • Front End

    4 weeks ago

    Mountain View, United States Samsung Electronics America North America Full time

    Samsung Ads is a leading innovator in advertising technology, dedicated to providing cutting-edge solutions that optimize ad performance and deliver exceptional results for our clients. We are seeking a highly skilled and experienced front-end staff engineer to join our dynamic team and help shape the future of the AdTech industry. Job Description As a...

  • Front End

    4 weeks ago

    Mountain View, United States Samsung Electronics America North America Full time

    Samsung Ads is a leading innovator in advertising technology, dedicated to providing cutting-edge solutions that optimize ad performance and deliver exceptional results for our clients. We are seeking a highly skilled and experienced front-end staff engineer to join our dynamic team and help shape the future of the AdTech industry. Job Description As a...

  • Machine Learning Model Engineer Team Lead

    4 weeks ago

    Mountain View, United States Samsung Ads Full time

    Position SummarySamsung Ads is an advanced advertising technology company in rapid growth that focuses on enabling brands to connect with Samsung TV audiences as they are exposed to digital media by using the industrys most comprehensive data to build the worlds smartest advertising platform.Being part of an international company such as Samsung and doing...

  • Machine Learning Model Engineer Team Lead

    2 weeks ago

    Mountain View, California, United States Samsung Ads Full time

    Position SummarySamsung Ads is an advanced advertising technology company in rapid growth that focuses on enabling brands to connect with Samsung TV audiences as they are exposed to digital media by using the industry's most comprehensive data to build the world's smartest advertising platform. Being part of an international company such as Samsung and doing...

  • Machine Learning Model Engineer Team Lead

    4 weeks ago

    Mountain View, California, United States Samsung Ads Full time

    Position SummarySamsung Ads is an advanced advertising technology company in rapid growth that focuses on enabling brands to connect with Samsung TV audiences as they are exposed to digital media by using the industrys most comprehensive data to build the worlds smartest advertising platform.Being part of an international company such as Samsung and doing...

  • Samsung Ads

    2 weeks ago

    Mountain View, United States Samsung Electronics America North America Full time

    Samsung Ads is an advanced advertising technology company in rapid growth that focuses on enabling advertisers to connect audiences from Samsung devices as they are exposed to digital media, using the industry’s most comprehensive data to build the world’s smartest advertising platform. Being part of an international company such as Samsung and doing...

  • Machine Learning Model Engineer Team Lead

    4 weeks ago

    Mountain View, United States Samsung Ads Full time

    Position SummarySamsung Ads is an advanced advertising technology company in rapid growth that focuses on enabling brands to connect with Samsung TV audiences as they are exposed to digital media by using the industry’s most comprehensive data to build the world’s smartest advertising platform. Being part of an international company such as Samsung and...

  • Machine Learning Model Engineer Team Lead

    2 months ago

    Mountain View, United States Samsung Ads Full time

    Position SummarySamsung Ads is an advanced advertising technology company in rapid growth that focuses on enabling brands to connect with Samsung TV audiences as they are exposed to digital media by using the industry’s most comprehensive data to build the world’s smartest advertising platform. Being part of an international company such as Samsung and...

  • Machine Learning Model Engineer Team Lead

    2 months ago

    Mountain View, United States Samsung Ads Full time

    Position SummarySamsung Ads is an advanced advertising technology company in rapid growth that focuses on enabling brands to connect with Samsung TV audiences as they are exposed to digital media by using the industry’s most comprehensive data to build the world’s smartest advertising platform. Being part of an international company such as Samsung and...

  • Machine Learning Model Engineer Team Lead

    4 weeks ago

    Mountain View, United States Samsung Ads Full time

    Position SummarySamsung Ads is an advanced advertising technology company in rapid growth that focuses on enabling brands to connect with Samsung TV audiences as they are exposed to digital media by using the industry’s most comprehensive data to build the world’s smartest advertising platform. Being part of an international company such as Samsung and...

  • Sr. Product Designer

    2 weeks ago

    Mountain View, United States Samsung Electronics America Full time

    Position SummaryCollaborates in design work for some initiatives of Samsung Ads platforms. Creates intuitive, accessible and easy-to-use workflows of specific platform sections. Collaborates with the Product and Engineering team to improve specific product initiatives. Has wide-ranging proficient experience and uses professional concepts to resolve moderate...