👉Data Scientist

👉Data Scientist

Xebia sp. z o.o.

6800 - 6800 PLN / Monat

Hexjobs Insights

Role: Data Scientist. Responsibilities include designing bidding strategies, optimizing auction mechanisms, and conducting ecosystem-level analytics. Requirements: proficiency in Python & SQL, strong quantitative background, effective collaboration skills.

Schlüsselwörter

Python
SQL
Big Data
data analysis
statistical modeling
algorithm prototyping
optimization theory
game theory
causal inference
A/B testing

Vorteile

  • development budgets of up to 6,800 PLN
  • funding for certifications (e.g., AWS, Azure)
  • access to Udemy, O'Reilly, and more
  • events and technology conferences
  • internal training programs
  • healthcare provisions

🟣You will be:designing and developing bidding and optimization strategies for CPC-based auction systems, including advanced objectives such as target ROAS,optimizing auction mechanisms (ranking, pricing, filtering) to balance platform revenue, advertiser value, and marketplace stability,building and maintaining offline simulation environments, including counterfactual simulations and auction replay systems, to safely evaluate algorithmic changes,designing and implementing feedback loops and control mechanisms to ensure stable and robust system behavior under dynamic market conditions,conducting advanced ecosystem-level analytics on large-scale datasets to identify nonlinear effects, equilibrium points, and systemic risks,designing, executing, and analyzing complex experiments and causal inference studies, accounting for network effects and long-term system impact,contributing to the evolution toward smart, autonomous bidding and auction optimization through data-driven initiatives and roadmap development.🟣 Your profile:proficiency in Python and SQL, with experience working on large-scale datasets, data analysis, statistical modeling, and algorithm prototyping,experience working with Big Data environments or distributed data processing systems,strong quantitative background in Mathematics, Statistics, Data Science, Optimization, Decision Science, or Operations Research,solid understanding of optimization theory, including linear, nonlinear, constrained, and stochastic optimization,knowledge of game theory and market mechanisms, particularly in competitive or auction-based environments,experience designing and implementing algorithms under multiple objectives and constraints, considering ecosystem-wide impact,strong analytical and system-level thinking, with the ability to reason about feedback loops, system dynamics, and equilibrium behavior and translate business goals into quantitative solutions,ability to collaborate effectively in cross-functional, international teams and very good command of English (spoken and written).🟣 Nice to have:experience with auction systems, bidding strategies, or advertising technology,familiarity with control theory concepts, such as PID controllers or similar feedback mechanisms,exposure to causal inference, experimentation platforms, or advanced A/B testing setups,background in economics, mechanism design, marketplace optimization, or experience working with large-scale decision systems.Work from the European Union region and a work permit are required.🟣 Recruitment Process:CV review – HR call – Technical Interview – Client Interview – Hiring Manager call – Decision   🎁 Benefits 🎁✍ Development:development budgets of up to 6,800 PLN,we fund certifications e.g.: AWS, Azure,access to Udemy, O'Reilly (formerly Safari Books Online) and more,events and technology conferences,technology Guilds,internal training,Xebia Upskill.🩺 We take care of your health:private medical healthcare,multiSport card - we subsidise a MultiSport card,mental Health Support.🤸‍♂️ We are flexible:B2B or employment contract,contract for an indefinite period.

Aufrufe: 9
Veröffentlichtvor 6 Tagen
Läuft abin 9 Tagen

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