Mlops Engineer In Samsung Ads Project
2 tygodni temu
Technologies-expected : Python Rest AWS Spark Snowflake Data Cloud Snowpark Github Actions Airflow Kubernetes Grafana Terraform Tensor Flow Py Torch about-project : Samsung Ads is an advanced advertising ecosystem, spanning hundreds of millions of smart devices across TV, mobile, desktop, and beyond.
The project we are recruiting for is focused on enabling brands to connect with Samsung TV audiences building the world's smartest advertising platform.
The goal is to deliver the right message to the right audience at the right time, resulting in higher engagement rates and conversion rates.
Audience building is a crucial aspect of effective marketing, especially in today's digital landscape where targeting specific groups of people is essential for success.
During project on-boarding process you will understand our products and services to easily identify the ideal customer persona, considering factors such as demographics, psychographics, and purchasing power.
Being part of an international company such as Samsung you will get to work on the most challenging projects with stakeholders and teams located around the globe.
You will deeply dive into Samsung Advertising Galaxy working with such exciting domains like bidding, pacing and performance-based advertising, as well as recommendations and churn prediction/prevention.
As a MLOps engineer of the Samsung Ads team, you will have access to unique Samsung proprietary data to address existing product challenges and build end-to-end solutions with real-world impact.
In conclusion, your responsibility will be designing, setting up and administering infrastructure for deploying, monitoring, and maintaining ML models.
responsibilities :
Design and develop highly scalable machine learning infrastructure to support high throughput and low latency.
Serve ML models to downstream applications, ensuring that they are accessible, scalable, and secure.
Manage model versions and ensure that the correct version is served to clients.
Implement a rollback mechanism in case of issues with the current model version.
Implement monitoring and observability tools to track the performance, health, and usage of the platform and its components.
Monitor the performance of the deployed models, addressing issues such as concept drift, data drift, and model degradation over time.
Develop, test, deploy, and maintain data and model training pipelines to support our ML products Integrate the serving infrastructure with other systems, such as data pipelines, monitoring tools, and alerting systems.
Constantly review and optimize the ML serving system.
Strive to improve efficiency, reliability, and speed, looking for opportunities to simplify and automate tasks while maintaining high standards of quality.
Research the latest machine learning serving technologies (e.g., model compilers, GPU deployment, and inference as a service), and keep up-to-date with industry trends and developments.
Streamline model deployment, unit testing, integration testing, stress testing and shadow testing.
Enhance the online A/B testing framework Work with ML engineers to deploy and serve production-grade, state-of-the-art machine learning models at scale.
requirements-expected : Degree in Computer Science or related fields.
At least 2 years of proven industry experience in microservices.
Experience with Infrastructure as Code (Terraform), cloud solutions and orchestration tools (e
g:
AWS, Sagemaker, Airflow, AWS Step/Lambda).
Familiarity with CI/CD (e
g:
Github Actions), ETL, big data tools, and mainstream ML libraries (e.g., Map Reduce, Spark, Flink, Kafka, Unix/Linux with shell, Docker, Kubernetes, Tensor Flow, Py Torch, Spark ML, etc.).
Experience working with real time monitoring/alerting components (e.g., Prometheus/ Grafana).Experience in Python, Go or other OOP languages.
Experience with distributed cache systems, e.g., Redis/Aerospike.
offered :
Friendly atmosphere focused on teamwork Wide range of trainings and a huge support in developing algorithmic skills Opportunity to work in multiple projects Working with the latest technologies on the market Monthly integration budget Possibility to attend local and foreign conferences Flexible working hours Office in Warsaw Spire near Metro station Working in a hybrid model: 3 days from the office per week Attractive relocation package benefits : sharing the costs of sports activities private medical care sharing the costs of foreign language classes life insurance corporate products and services at discounted prices integration events dental care no dress code leisure zone pre-paid cards redeployment package baby layette employee referral program charity initiatives unlimited free access to Copernicus Science Center mentoring program psychological support possibility to test new Samsung products work in Korea as a part of our Mobility Program
-
Data Engineer In Samsung Ads Project
2 tygodni temu
Warszawa, Mazovia, Polska Samsung R&d Institute Poland Pełny etatTechnologies-expected : SQL Scala Python technologies-optional : Ruby on Rails Flask Graph QL about-project : We invite you to work on the new ecosystem – Samsung Ads.Samsung Ads is Samsung Electronics' advertising ecosystem, spanning hundreds of millions of smart devices across TV, mobile, desktop, and beyond.Our deep understanding of consumers and...
-
Machine Learning Engineer In Samsung Ads Project
2 tygodni temu
Warszawa, Mazovia, Polska Samsung R&D Institute Poland Pełny etatTechnologies-expected : Python Tensor Flow Py Torch AWS Spark Snowflake Data Cloud Snowpark Github Actions Airflow Grafana about-project : Samsung Ads is an advanced advertising ecosystem, spanning hundreds of millions of smart devices across TV, mobile, desktop, and beyond.The project we are recruiting for is focused on enabling brands to connect with...
-
Senior Architect in Samsung Ads Project
2 tygodni temu
Warszawa, Mazovia, Polska Samsung R&D Institute Poland Pełny etatJoin Our Samsung Ads Team as an Architect About the Project: We are looking for a highly skilled and motivated Architect to join our dynamic team at Samsung Ads. Your role will involve designing our ad-serving software and collaborating with key stakeholders, both business and technical, to drive the success of our advertising technology. With Samsung Ads...
-
Front-end Engineer For Samsung Ads Project
2 tygodni temu
Warszawa, Mazovia, Polska Samsung R&d Institute Poland Pełny etatTechnologies-expected : Type Script Java Script CSS React technologies-optional : Java Spring Angular Vue about-project : We seek a highly skilled and motivated Front-End Engineer to join our growing Samsung Ads team.As Front-End Engineer, you will contribute to development and buildout of components of Samsung's DSP platform.You will be closely working with...
-
Senior Architect in Samsung Ads Project
2 tygodni temu
Warszawa, Mazovia, Polska Samsung R&D Institute Poland Pełny etattechnologies-expected :AWSRuby on RailsGoReact NativeTypeScriptSnowflake Data CloudKafkaabout-project :We seek a highly skilled and motivated Architect to join our growing Samsung Ads team. As an Architect, you will be responsible for designing our ad-serving software, while talking to key stakeholders, either business or technical. Your expertise will play...
-
Data Engineer in Samsung Ads Project
2 tygodni temu
Warszawa, Mazovia, Polska Samsung R&D Institute Poland Pełny etatAbout the project:We are offering you the chance to be part of the exciting Samsung Ads ecosystem, a massive advertising platform that covers smart devices globally, from TV to mobile and desktop.With unparalleled access to consumer insights and a unique position at the confluence of hardware, software, and advertising, we deliver measurable results for...
-
Front-end Lead Engineer For Samsung Ads Project
2 tygodni temu
Warszawa, Mazovia, Polska Samsung R&d Institute Poland Pełny etatTechnologies-expected : React Native Type Script CSS SCSS technologies-optional : Java Spring Angular JQL Jira about-project : We seek a highly skilled and motivated Front-End Lead Engineer to join our growing Samsung Ads team.As Front-End Lead Engineer, you will contribute to development and buildout of components of Samsung's DSP platform.You will be...
-
Senior DevOps Engineer for Samsung Ads Project
2 tygodni temu
Warszawa, Mazovia, Polska Samsung R&D Institute Poland Pełny etatSenior DevOps Engineer for Samsung Ads Project Warszawa Warsaw, Masovian Voivodeship, Polska technologies-expected :RancherBare-metalAWSTerraformSaltVaultabout-project :We seek a highly skilled and motivated DevOps engineers to join our growing Samsung Ads team in role of embedded Site Reliability Engineering (SRE). As SRE, you will lead development and...
-
Data Scientist In Samsung Ads Project
2 tygodni temu
Warszawa, Mazovia, Polska Samsung R&d Institute Poland Pełny etatTechnologies-expected : Github Actions Snowflake Data Cloud Spark AWS Py Torch Tensor Flow scikit-learn Python about-project : Samsung Ads is an advanced advertising ecosystem, spanning hundreds of millions of smart devices across TV, mobile, desktop, and beyond.The project we are recruiting for is focused on enabling brands to connect with Samsung TV...
-
Senior Product Owner in Samsung Ads Project
2 tygodni temu
Warszawa, Mazovia, Polska Samsung R&D Institute Poland Pełny etatAbout our TeamWe seek a highly skilled and motivated Product Owner to join our growing Samsung Ads team. As Product Owner, you will lead development and buildout of components of Samsung's DSP platform. You will partner with internal teams across the globe (US, Korea, India, UK) to help drive roadmap, while talking to key stakeholders in business and...
-
Senior Devops Engineer For Samsung Ads Project
2 tygodni temu
Warszawa, Mazovia, Polska Samsung R&d Institute Poland Pełny etatTechnologies-expected : Kubernetes Rancher Bare-metal AWS Terraform Salt Vault Sumo Logic Prometheus about-project : We seek a highly skilled and motivated Dev Ops engineers to join our growing Samsung Ads team in role of embedded Site Reliability Engineering (SRE).As SRE, you will lead development and buildout of components of Samsung's DSP platform.As an...
-
Ml Product Manager In Samsung Ads Project
2 tygodni temu
Warszawa, Mazovia, Polska Samsung R&D Institute Poland Pełny etatTechnologies-expected : Agile SQL about-project : Samsung Ads is an advanced advertising ecosystem, spanning hundreds of millions of smart devices across TV, mobile, desktop, and beyond.The project we are recruiting for is focused on enabling brands to connect with Samsung TV audiences building the world's smartest advertising platform.We use machine...
-
ML Product Manager in Samsung Ads Project
2 tygodni temu
Warszawa, Mazovia, Polska Samsung R&D Institute Poland Pełny etattechnologies-expected :AgileSQLabout-project :Samsung Ads is an advanced advertising ecosystem, spanning hundreds of millions of smart devices across TV, mobile, desktop, and beyond. The project we are recruiting for is focused on enabling brands to connect with Samsung TV audiences building the world's smartest advertising platform. We use machine learning...
-
Senior Designer with UX UI for Samsung Ads
2 tygodni temu
Warszawa, Mazovia, Polska Samsung R&D Institute Poland Pełny etatSenior Designer with UX/UI for Samsung Ads Warszawa, Mazowieckie Senior Designer with UX/UI for Samsung Ads Warszawa Warsaw, Masovian Voivodeship, Polska technologies-expected :FigmaSketchOptimal WorkshopMazeInVisionAngularHTMLCSSabout-project :We are looking for experienced full stack developer who will join project to develop modern multipurpose website...
-
Senior Designer With Ux/ui For Samsung Ads
2 tygodni temu
Warszawa, Mazovia, Polska Samsung R&D Institute Poland Pełny etatTechnologies-expected : Figma Sketch Optimal Workshop Maze In Vision React Java Script Angular HTML CSS about-project : We are looking for experienced full stack developer who will join project to develop modern multipurpose website for developers.Project members will be responsible for whole software life cycle development including research, design,...
-
Designer With Ux/ui For Samsung Ads
2 tygodni temu
Warszawa, Mazovia, Polska Samsung R&d Institute Poland Pełny etatTechnologies-optional : React Java Script CSS HTML about-project : We seek a highly skilled and motivated Designer with UX/UI to join our growing Samsung Ads team.At that position you will be important contributor and partner to all design work across business and engineering teams.Your collaboration will strongly reflect product roadmap, with focus on...
-
Internship – Android Intern In Samsung Wallet Team
2 tygodni temu
Warszawa, Mazovia, Polska Samsung R&D Institute Poland Pełny etatTechnologies-expected : Android Java Kotlin Jetpack Coroutines Git Hub Gerrit Jira Confluence technologies-optional : JSON JWT JMESPath C++ Python about-project : Samsung R&D Institute Poland is looking for Android Intern, for the team working on Samsung Wallet solution.The project team covers full product scope – from payment solution and Digital...
-
Product Manager for Samsung Wallet Project
2 tygodni temu
Warszawa, Mazovia, Polska Samsung R&D Institute Poland Pełny etatProduct Manager for Samsung Wallet Project Warsaw, Masovian Voivodeship technologies-optional :JiraPLMMDESVTSISO mDLVerifiable CredentialsOpenIDFIDOabout-project :Samsung R&D Institute Poland is looking for Product Manager, for the team working on Samsung Wallet solution. The project team covers full product scope – from payment solution and Digital...
-
Technical Program Manager for Samsung Wallet Project
2 tygodni temu
Warszawa, Mazovia, Polska Samsung R&D Institute Poland Pełny etatTechnical Program Manager for Samsung Wallet Project Warszawa Warsaw, Masovian Voivodeship, Polska technologies-optional :AgileScrumMDESVTSISO mDLVerifiable CredentialsOpenIDFIDOabout-project :Samsung R&D Institute Poland is looking for Technical Program Manager, for the team working on Samsung Wallet solution. The project team covers full product scope –...
-
Product Manager For Samsung Wallet Project
2 tygodni temu
Warszawa, Mazovia, Polska Samsung R&d Institute Poland Pełny etatTechnologies-optional : Jira PLM MDES VTS ISO m DL Verifiable Credentials Open ID FIDO about-project : Samsung R&D Institute Poland is looking for Product Manager, for the team working on Samsung Wallet solution.The project team covers full product scope – from payment solution and Digital Identity, to the value added services (tickets, membership cards...