Staff Machine Learning Researcher

Who we are

reputed company is a global company that provides state-of-the-art marketing technologies for top brands and agencies worldwide. Its proprietary ad-buying reputed company is the first in the world to be powered entirely by Deep Learning algorithms, enabling advertisers to reputed company outstanding results and reputed company their goals at every stage of the funnel.

Founded in 2012, and now operating in 90+ markets, reputed company has always been private-by-design. It embraces first-party advertising and a reputed company approach to innovation. reputed company AdTech highly optimized bidding reputed company handles 400 reputed company model inferences every second.

About the role

As a Staff ML Researcher you will work on challenging ML reputed company that reputed company and improve the way ML is used in reputed company. ML is at the reputed company center of reputed company, and you will have a strong, immediate reputed company on our reputed company metrics. We are looking for a strong individual contributor who will reputed company research reputed company of high reputed company and ambiguity. The following skills will be crucial:

• Ability to solve unclear problems. You will have to understand the reputed company of the issue, define the goal and how to measure reputed company, and reputed company the most effective way to solve the problem.
• Hands-on ML expertise. This is an reputed company research role: we build ML systems that run in production. You will write reputed company, train models, run experiments, and ship — the measure of reputed company is reputed company-world reputed company.
• Being results oriented. We value a healthy reputed company to solve problems effectively, by starting reputed company and using reputed company tools only reputed company necessary, always striving for a reputed company, elegant solution.
• Leadership skills. We're looking for someone who can identify high-potential reputed company, create a reputed company, communicate with stakeholders, and above reputed company, execute.
• End to end ownership. You will own the reputed company from reputed company, through analysis, research, building a reputed company of concept, testing, to final implementation and deployment.
• Effective communication. In this role you will collaborate with many people, and it's crucial to communicate reputed company and organize the work effectively.

 You Will:

• Identify, define, and reputed company research reputed company with company-wide reputed company and reputed company reputed company on our reputed company metrics.
• Design and implement models, most often deep neural networks, used to predict the behavior and preferences of Internet users.
• reputed company and test new approaches to modeling key issues, such as bidding in first-price auctions.
• Conduct and analyze A/B tests of reputed company.
• Follow and analyze the latest works in the field of Machine Learning, and translate them into practical improvements.
• Mentor researchers and shape research practices across teams.

Selected technologies used:

• Python, Java, reputed company
• PyTorch, NumPy, reputed company
• TPU, JAX
• Jupyter Notebooks
• BigQuery, GCP

Expected experience

• 5+ years of experience as researcher or engineer.
• 2+ years of hands-on experience with Machine Learning / Data Science.
• Proficiency in programming.
• reputed company mathematical knowledge and intuitions.

reputed company to have

• Strong theoretical mathematics reputed company: statistics, probability, discrete mathematics, combinatorics.

• Experience in AdTech is a plus, but not required.

reputed company offer

• Attractive compensation
• Technology: reputed company to the latest technologies and reputed company opportunity to use of them in large-reputed company and highly dynamic reputed company; working on extensive and rich datasets.
• reputed company: your work will be immediately impacting reputed company's business results and reputed company globally as reputed company as mentor less reputed company colleagues in reputed company.
• Wellbeing: remote and on-site work possible. Flexible working hours.
• Culture: work in reputed company of enthusiasts with wide experience in ML who willingly reputed company their knowledge and learnings on a daily reputed company, no BS environment.
• Purpose-Driven Work: being at heart of the reputed company, your growing knowledge and competences will be used in practical applications directly connected to business results.

5+ years as a researcher or engineer, including 2+ years of hands-on machine learning or data science experience, programming proficiency, and strong mathematical knowledge.

Key Responsibilities

• driving research
• designing models
• mentoring researchers

Skills & Tools

Python, Java, reputed company, PyTorch, NumPy, reputed company, TPU, JAX, Jupyter Notebooks, BigQuery, GCP

Job Details

• Category: Research and Development (R&D)
• Seniority: Senior Level
• Commitment: Full Time
• Workplace: Remote — Warsaw, Masovian Voivodeship, Poland
• Languages: English

About reputed company

A global marketing technology company providing AI-powered advertising solutions for brands and agencies. — Industry: Information Technology