DevOps Engineer for ML in Samsung Ads Project

3 miesięcy temu

Warsaw, Polska Samsung R&D Institute Poland Pełny etat

technologies-expected :
Redis
Aerospike
Python
Prometheus
Grafana
Github
Actions
Jenkins
Docker
Kubernetes

technologies-optional :
Seldon
Triton
ONNX
ONCL
TensorRT
MapReduce
Spark
Flink
Kafka
Docker
Kubernetes
TensorFlow
PyTorch

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 learning algorithms for advertising campaigns to enhance targeting, personalization, and optimization. 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 DevOps engineer for ML 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. You will also work with talented engineers and top-notch machine learning researchers on exciting projects and state-of-the-art technologies.
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. Identify and resolve issues promptly, ensuring that the system remains stable and responsive.
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. Ensure seamless communication and coordination among these 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.
Experiment with new scalable machine learning serving architectures tailored to our environment and create quick prototypes / proof-of-concepts.
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.
Depending of your skills and experience you will have a chance to technically lead people

requirements-expected :
Degree in Computer Science or related fields.
At least 2 years of proven industry experience in building, deploying and maintaining backend solutions.
Experience with cloud infrastructure (e.g.: AWS services EC2, S3, RDS, SageMaker, Airflow
Familiar with virtualization and orchestration tools (e.g.: Docker, Kubernetes)
Familiarity with CI/CD (e.g.: Github Actions, Jenkins), ETL, big data tools
Experience working with real time monitoring/alerting components (e.g., Prometheus/ Grafana).
Experience in Python, Go or other OOP languages.
Familarity 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
baby layette
charity initiatives
unlimited free access to Copernicus Science Center
mentoring program
psychological support
possibility to test new Samsung products

  • MLOps Engineer in Samsung Ads Project

    1 miesiąc temu

    Warsaw, Polska Samsung R&D Institute Poland Pełny etat

    technologies-expected : Python Rest AWS Spark Snowflake Data Cloud Snowpark Github Actions Airflow Kubernetes Grafana Terraform TensorFlow PyTorch 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...

  • Machine Learning Engineer in Samsung Ads Project

    1 miesiąc temu

    Warsaw, Polska Samsung R&D Institute Poland Pełny etat

    technologies-expected : Python TensorFlow PyTorch 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...

  • Data Scientist in Samsung Ads Project

    1 miesiąc temu

    Warsaw, Polska Samsung R&D Institute Poland Pełny etat

    technologies-expected : Github Actions Snowflake Data Cloud Spark AWS PyTorch TensorFlow 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 ML Product Manager in Samsung Ads Project

    1 miesiąc temu

    Warsaw, Polska Samsung R&D Institute Poland Pełny etat

    technologies-optional : 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...

  • Senior ML Product Manager in Samsung Ads Project

    4 tygodni temu

    Warsaw, Polska Samsung R&D Institute Poland Pełny etat

    technologies-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...

  • Data Engineer in Samsung Ads Project

    3 miesięcy temu

    Warsaw, Polska Samsung R&D Institute Poland Pełny etat

    technologies-expected : SQL Scala Python technologies-optional : Ruby on Rails Flask GraphQL 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...

  • Lead Architect for Samsung Ads Project

    1 miesiąc temu

    Warsaw, Polska Samsung R&D Institute Poland Pełny etat

    technologies-optional : AdTech about-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 a crucial role in driving the success of our...

  • Technical Leader in Samsung Ads Project

    2 miesięcy temu

    Warsaw, Polska Samsung R&D Institute Poland Pełny etat

    technologies-expected : Ruby on Rails Go AWS Erlang TypeScript React.js Apache Airflow Docker Kubernetes Snowflake Data Cloud Kafka PostgreSQL Vertica about-project : We seek a highly skilled and motivated Technical Leader to join our growing Samsung Ads team. As a Technical Leader, you will be responsible for leading a scrum team in building highly...

  • Golang Developer for Samsung Ads Project

    3 miesięcy temu

    Warsaw, Polska Samsung R&D Institute Poland Pełny etat

    technologies-expected : GoLang Java Spring Python Docker Kubernetes AWS about-project : We seek a highly skilled and motivated Golang Developer to join our growing Samsung Ads team. As Golang Developer, you will contribute to development and buildout of components of Samsung’s DSP platform. You will be closely working with local team in Warsaw, having...

  • ML Ops Engineer

    3 dni temu

    Warsaw, Polska ZEN.COM sp. z o.o. Pełny etat

    technologies-expected : Docker Kubernetes Python about-project : We are working on an exciting new project, started less than a year ago, aiming to bring a unique product to the artificial intelligence landscape. Our team is passionate about creating innovative machine learning solutions that make a real impact. Our platform will enable users and businesses...

  • ML Engineer

    4 miesięcy temu

    Warsaw, Polska Daxx Pełny etat

    1. Project description Our leading customer is actively seeking collaboration to design a comprehensive target architecture for their MLOps environment and to establish a clear implementation roadmap. Grid Dynamics will assist the customer's team by leveraging their infrastructure accelerators to provision the initial ML platform on Google Cloud...

  • System Engineer

    4 miesięcy temu

    Warsaw, Polska Andersen Pełny etat

    Summary Andersen, an international IT company, invites a System Engineer (DevOps) to work on a large-scale project in the field of Banking. The customer is the leading financial services provider in North Europe. It provides a full range of financial services, including investment banking, private banking, fund management, bancassurance, stockbroking...

  • Senior AI/ML Engineer

    1 miesiąc temu

    Warsaw, Polska Olsys Ltd. Pełny etat

    about-project : We are seeking a skilled and motivated Senior AI/ML Engineer to join our dynamic team and take part in creating a new product. responsibilities : Interact with the modern LLMs and adopt the best practices of their usage. R&D activities (experimenting with LLMs): Generate code based on the input description. Build test cases based on the user...

  • (Fluent Ukrainian or English) DevOps Engineer

    1 miesiąc temu

    Warsaw, Polska Outstaff Your Team Pełny etat

    We're seeking a dynamic and innovative DevOps Engineer who thrives on turning complex challenges into seamless solutions and is passionate about driving the future of AI in production environments. If you love creating cutting-edge products and pioneering new features, join our team to revolutionize how machine learning models are deployed, monitored, and...

  • ML Ops Engineer

    3 dni temu

    Warsaw, Polska Nestlé Polska S.A. Pełny etat

    technologies-expected : Azure SQL Python Git about-project : As a key member of the Data Science Hub Europe you will be part of a team dedicated to delivering efficient and high-quality data solutions. You will collaborate with data scientists, data analysts and engineers to build, scale and operate our machine learning & analytics platform. Your skill,...

  • Data Scientist

    1 miesiąc temu

    Warsaw, Polska Addepto Pełny etat

    technologies-expected : Machine Learning Data Science AI Python NLP Deep Learning Cloud MLOps Computer Vision GenAI LLM technologies-optional : TensorFlow Spark Kubernetes MLflow CI/CD AWS PyTorch Docker LLM RAG LangChain LlamaIndex OpenAI Huggingface about-project : As a Data Scientist / ML Engineer, you will have the exciting opportunity to work with a...

  • DevOps Engineer

    4 dni temu

    Warsaw, Polska SQUARE ONE RESOURCES sp. z o.o. Pełny etat

    technologies-expected : Java Google Cloud Platform Kubernetes Docker Ansible about-project : We are looking for an experienced DevOps Engineer to enhance and optimize our CI/CD, focusing on CI. You will collaborate closely with infrastructure teams to establish and apply best practices for CI. Ideally, you should have over 6 years of experience in managing...

  • AI Research Scientist in Samsung AI Center Warsaw

    2 miesięcy temu

    Warsaw, Polska Samsung R&D Institute Poland Pełny etat

    technologies-expected : PyTorch TensorFlow about-project : At SAIC Warsaw, we believe in expanding human potential with AI. And we want to do this by developing AI that you can carry in your pocket and always trust and control. Along the way, we will push the boundaries of knowledge, starting with you and your expectations and inventing the technology...

  • ML on Edge Engineer

    4 dni temu

    Warsaw, Polska deepsense.ai Pełny etat

    technologies-expected : C++ Python Git technologies-optional : Android about-project : AWe are looking for an ambitious ML on Edge Engineer who wants to work on data and ML-driven projects. At deepsense.ai you will have an opportunity to take part in commercial machine and deep learning projects, grow your competencies and share your experience with the...

  • AWS DevOps Engineer

    3 miesięcy temu

    Warsaw, Polska IT Performance Pełny etat

    Poszukujemy kandydatów na stanowisko AWS DevOps Engineer. Praca jest dedykowana dla międzynarodowej firmy z obszaru farmacji/technologii medycznych.Projekt:"Business Insights Technologies (BITe) Usługi profesjonalne, które tworzą rozwiązania oparte na sztucznej inteligencji oraz ekosystemy budowane, ulepszane i utrzymywane w celu rozwiązywania...