Data Scientist
3 weken geleden
About Vinted
Vinted is a leading online marketplace for second-hand fashion, with a mission to make second-hand the first choice worldwide. Our platform enables people to sell and buy second-hand clothes and lifestyle items from each other, helping give those items a second or even third life.
Our Trust and Safety Team
We are looking for a skilled Data Scientist to join our Trust and Safety team, which is responsible for protecting our community from harmful activities and content. As a Data Scientist, you will play a critical role in ensuring the accuracy and efficiency of our detection models, working closely with our engineering teams to develop robust pipelines for data handling, feature engineering, model training, deployment, and continuous improvement.
Your Responsibilities
- Research, design, implement, and maintain diverse machine learning models for the detection of harmful content and behavior within the Vinted Marketplace.
- Contribute to the foundational machine learning aspects, including data versioning, labeling pipelines, and ensuring high-quality data for model training.
- Collaborate with the Data Infrastructure team to build and maintain data pipelines, tools, and infrastructure necessary for efficient model training, monitoring, deployment, and iterative improvement.
- Work together with backend engineers to ensure high performance and scalability of our deployed models.
- Test and monitor new models with Decision Scientists.
About You
- Proven track record in data science (4+ years of experience), with a strong foundation in machine learning, statistics, or computational mathematics.
- Proficiency in working with gradient boosting, natural language processing (NLP), and deep learning models, including experience with the latest tools and methodologies.
- Deep understanding of model deployment, maintenance, monitoring, and scalability challenges for real-time ML models running in production.
- Excellent problem-solving abilities and a commitment to staying informed about the latest trends and advancements in machine learning and data science.
- Advantage: experience with using user sequence data for the development of ML models.
What We Offer
- The opportunity to benefit from our share options programme
- 25 days of paid annual leave
- Mental and emotional health support through the Mindletic app
- Frequent team-building events
- Home office support: we provide IT workstation equipment and a personal budget for home workplace furniture
- Daily lunch allowance
- ClassPass (Gym Membership subsidy)
- Frequent team-building events
- Pension plan with total contribution of 12%, 8% by the Company and 4% by employee
- Personal monthly budget for shopping on Vinted
- NS mobility card
- Opportunity to spend up to 90 days per year - 21 of which can be spent working outside of the EU - on workation
- Dog-friendly office
Working at Vinted
We are committed to building an inclusive workplace where people from all walks of life feel a sense of belonging. We welcome applications from people of all backgrounds, identities, and life experiences.
The salary range for this position is 61,000 - 82,000 gross per year.
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