Lead Data Scientist, Revenue - Ads, Revenue

Vinted
Berlin, Germany
2 days ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English
Experience level
Senior

Job location

Berlin, Germany

Tech stack

Training Data
Algorithm Design
Data analysis
Google BigQuery
Information Engineering
Python
Machine Learning
Recommender Systems
SQL Databases
Backend
Workday

Job description

  • Develop practical approaches that improve advertiser performance, marketplace relevance, and business outcomes.
  • Take charge of model and algorithm development. Design, develop, and iterate models and algorithmic approaches used in Ads delivery and optimization. This may include prediction, scoring, calibration, exploration/exploitation methods, and constrained optimization approaches suited to Vinted's marketplace context.
  • Lead experimentation and performance improvement frameworks. Own the analytical and experimental process for improving optimization systems. Define hypotheses, evaluation frameworks or logic changes and support translating learnings into better system behavior.
  • Guide objective function and constraint design. Help define optimization objectives that balance advertiser value, revenue, user experience, and operational constraints. Turn product and business goals into tractable optimization problems and implementable Data Science logic.
  • Be responsible for Ads performance diagnostics. Own deep-dive analysis of system behavior and performance degradation. Identify where delivery, relevance, auction dynamics, supply-demand imbalance, or model issues are limiting outcomes, and propose solutions.
  • Contribute to Production implementation in Ads. Partner with engineering and Decision Scientists to move models and optimization logic from idea to reliable implementation.
  • Partner with Product Managers, Decision Scientists, Analytics Engineers and developers to shape advertiser-facing features and internal optimization capabilities with a clear understanding of feasibility, impact, and tradeoffs from the Data Science perspective.
  • Collaborate with Decision Science counterparts and other Data Scientists to ensure optimization changes are evaluated with appropriate metrics, guardrails, and marketplace context.
  • Partner with Analytics Engineering, Data Engineering, and backend teams to ensure training data, feedback loops, online signals, and offline datasets are suitable for robust optimization work.
  • Help explain system behavior, performance drivers, and expected impacts of optimization changes to non-technical stakeholders when needed., * 30 days of paid annual leave
  • Newest MacBook models
  • Digital mental and emotional health support and Employee Assistant Program (EAP)
  • Home office support: we provide IT workstation equipment and a personal budget of up to €540 for home workplace furniture
  • Lunch benefit per your workday
  • Frequent team-building events
  • A personal monthly budget for shopping on Vinted
  • Access to a discounted gym membership plan
  • Pension Plan with Vinted matching 150% of your chosen contribution
  • Supplemental Private Health Insurance
  • Life and Disability insurance
  • A subsidised Deutschlandticket for your commute to the office by public transport
  • The opportunity to spend up to 90 days per year - 21 of which can be spent working outside of the EU - on workation
  • A dog-friendly office

Working at Vinted

Individual Learning Budget

We invest in your professional growth! As part of our commitment to continuous learning, we offer an annual learning budget to support your personal and career development through courses, certifications, workshops and more.

Hybrid Work

We've adopted a hybrid workplace model where 2 days in the office are recommended but not enforced. It's up to you and your team to decide on the exact days you'll spend working together in person.

Requirements

Do you have experience in Python?, We are looking for someone who combines:

  • strong applied machine learning and statistical skills,
  • experience with Ad Tech systems and optimization problems,
  • strong product and business judgment,
  • comfort working on production systems with engineers,
  • and the ability to operate effectively in ambiguous, evolving domains.

The strongest candidates will have experience in areas such as:

  • ads ranking,

  • auction systems,

  • pacing and budget optimization,

  • marketplace or recommendation systems,

  • relevance modeling,

  • or other real-time optimization environments where multiple objectives must be balanced.

  • Well-versed in Python and SQL, BigQuery is an advantage

  • Have a structured, meticulous way of working when trying out different approaches towards a set goal

  • Be a conscious team player who understands when their work touches that of other team members and proactively aligns with them

  • Good at explaining details of machine learning methods to lay audiences

  • Solid written and spoken English

Benefits & conditions

Pulled from the full job description

  • Gym membership
  • Employee assistance program

About the company

Vinted is Europe’s biggest pre-loved fashion marketplace, with 45 million members in 15 countries. Our mission is green: we want to make second-hand the first choice globally.

A team of over 800 people from Vinted’s offices in Vilnius, Berlin, Prague and Utrecht develops and supports our platform. We have a unique work culture that’s based on aiming high, taking ownership, co-creating, caring, and growth.

We code with impact!

Apply for this position