Data Scientist in Advanced Advertising Ecosystem

6 dni temu

Warszawa, Polska Samsung R&D Institute Poland Pełny etat

About Us

We are the Samsung R&D Institute Poland, a cutting-edge research and development center that pushes the boundaries of innovation. Our team is passionate about creating groundbreaking solutions that transform industries and improve lives.

The project we are recruiting for is focused on developing an advanced advertising ecosystem that enables brands to connect with Samsung TV audiences. We use machine learning algorithms to enhance targeting, personalization, and optimization, 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 our onboarding process, you will understand our products and services to easily identify the ideal customer persona, considering factors such as demographics, psychographics, and purchasing power.

As part of our international team, you will work on challenging projects with stakeholders and teams located around the globe. You will deeply dive into Samsung Advertising Galaxy, working with exciting domains like bidding, pacing, and performance-based advertising, as well as recommendations and churn prediction/prevention.

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.

Your Role and Responsibilities

  • Develop, test, deploy, and maintain scalable low-latency machine learning products and pipelines supporting ML products.
  • Validate the model's performance on unseen data, ensuring that it generalizes well and does not overfit the training data.
  • Design and develop the next generation machine learning platform to support thousands of model training pipelines concurrently and thousands of billions of daily batch predictions.
  • Research the latest machine learning platform technologies and keep up-to-date with industry trends and developments.
  • Experiment with new ML platforms tailored to our environment and create quick prototypes/proof-of-concepts.
  • Streamline model deployment, unit testing, integration testing, and stress testing, ensuring engineering quality.
  • Support automation of the ML pipeline using CI/CD principles, promoting consistency, reproducibility, and agility.
  • Work with Data Scientists to introduce new ML platform features, help streamline the model development process, and reduce the lead time for model production.
  • Closely work with different internal ML teams to improve codebase and product health.

We Offer

  • A competitive salary range of $120,000 - $180,000 per year.
  • Friendly atmosphere focused on teamwork.
  • Wide range of trainings and 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.
  • Equipment: PC workstation/Laptop + 2 external monitors, OS: Windows or Linux.

Benefits:

  • Private medical care (possibility to add family members for free).
  • Multisport card.
  • Life insurance.
  • Lunch card.
  • Variety of discounts (Samsung products, theaters, restaurants).
  • Unlimited free access to Copernicus Science Center for you and your friends.
  • Possibility to test new Samsung products.

Location:

  • Office in Warsaw Spire near Metro station.
  • Working in a hybrid model: 3 days from the office per week.
  • Attractive relocation package.

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