sharing the costs of sports activities
Reference number: AI/DI/CBR/SDS
Pracodawca zakończył zbieranie zgłoszeń na tę ofertę
Aktualne oferty pracodawcySenior Data Scientist in Artificial Intelligence Team
Samsung R&D Institute Poland
- Warszawa, Masovian
- offer expired 2 months ago
- contract of employment
- full-time
- senior specialist (Senior)
- hybrid work
- Specializations:Big Data / Data Science
Samsung R&D Institute Poland
plac Europejski 1
Wola
Warszawa
Technologies we use
Expected
Python
Airflow
AWS
TensorFlow
PyTorch
About the project
As one of the largest AI teams in Europe, we work with the latest methods of machine learning (including deep neural networks), extensive data resources and appropriate computing resources. The results of our work get published, tested in international scientific contests, and deployed in products used by hundreds of millions of people worldwide.
In Samsung Ads Project we work in close collaboration with HQ in Silicon Valley on AI models generating campaign audiences for content providers. Our role is to deliver new features and enhance the whole model pipeline: from data preprocessing, through modeling, to serving output for specific campaigns.
Your responsibilities
Development of Machine Learning models for audience building and/or user profiling (research as well as production-grade code base)
Design, set up and maintenance of data and ML pipelines with MLOps tools, including analysis, exploration and processing of various data types
Taking ownership of technical mentoring and leading subprojects
Contribution to project planning
Continuous knowledge development, tracking and implementation of the latest trends
Contribution to creation of innovative technology by means of development of prototypes, proof of concepts, scientific publications and/or patent applications
Delivering functional and technical documentation
Our requirements
Excellent programming skills in Python
5+ years of experience in applying Data Science/Machine Learning on large scale datasets and building or maintaining ML pipelines
Solid experience in deploying Python code for ML pipelines in production environment, especially cloud based (AWS preferred)
Deep understanding of ML algorithms (both from a theoretical and practical perspective) with expert level knowledge of ML libraries (scikit-learn, pandas, TensorFlow, PyTorch, pyspark, etc.) or experience in ML pipelines deployment solutions proven by knowledge of related tools: AWS (e.g. Airflow, EMR, Sagemaker), PySpark
Working experience in SQL and NoSQL databases (e.g. Snowflake)
Good knowledge of CI/CD principles (e.g.: GitHub and GitHub Actions)
Master degree in Machine Learning, Computer Science, Mathematics, Physics or related fields
Command of English in speech and writing allowing free communication in cross-team international collaboration
Optional
PhD in Machine Learning, Computer Science, Mathematics, Physics or related fields
Experience in any of the following domains: recommendation systems, ads targeting, user profiling, churn prediction
Familiarity with algorithms optimization (memory, processing speed, scalability, GPU)
What we offer
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
Working in a hybrid model: 3 days from the office per week
Benefits
private medical care
sharing the costs of foreign language classes
life insurance
remote work opportunities
flexible working time
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
Samsung R&D Institute Poland
If you share our faith in the power of technology that changes reality, you work with passion, you have a curiosity about the world and you still want to learn - this is the place for you, and we know what types of working conditions to create to foster your development. We are looking for people who can turn bold visions of the future into projects and products that will serve millions of people around the world.