Aktuelle Jobs im Zusammenhang mit Data Scientist, Customer Support Optimization - Berlin, Berlin - Vinted

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    vor 4 Wochen


    Berlin, Berlin, Deutschland Delivery Hero Vollzeit

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    vor 4 Wochen


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  • Data Scientist

    vor 2 Wochen


    Berlin, Berlin, Deutschland Wolt Vollzeit

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  • Data Scientist

    vor 2 Wochen


    Berlin, Berlin, Deutschland Wolt Vollzeit

    About the RoleWe are seeking a highly skilled Data Scientist to join our Support Analytics team at Wolt. As a Data Scientist, you will play a critical role in driving operational efficiency and optimizing resource allocation by creating accurate scheduling and intraday forecasts, simplifying forecasting processes, building and supporting KPI dashboards,...

Data Scientist, Customer Support Optimization

vor 2 Monaten


Berlin, Berlin, Deutschland Vinted Vollzeit

Overview of Vinted

Vinted Marketplace stands as the premier online international C2C platform in Europe, specializing in pre-owned fashion, boasting millions of registered users across 22 markets in Europe and North America. Our mission is to position second-hand as the primary choice globally, facilitating the buying and selling of pre-loved clothing and lifestyle products among individuals, thereby extending the lifecycle of these items.

Vinted Go has been established to enhance shipping and delivery solutions throughout Europe, connecting over 40 carriers and numerous PUDO points to facilitate the delivery of millions of parcels annually.

The Vinted Group, which includes Vinted Marketplace and Vinted Go, operates from its headquarters in Vilnius, with additional offices in various countries and a workforce exceeding 2,000 employees. Our growth is supported by prominent venture capital firms including Accel, Burda Principal Investments, EQT Growth, Insight Partners, Lightspeed Venture Partners, and Sprints Capital.

Position Summary

As a Data Scientist in the Help Experience sector, you will join a collaborative team dedicated to creating a seamless, scalable, and cost-efficient support experience for our users. Your focus will be on enhancing quality and efficiency through automation, self-service solutions, and operational excellence.

We seek an individual who is a strategic thinker and adept problem solver with a robust data background, who aspires to achieve high standards. You thrive in dynamic environments and are passionate about the products we develop together.

In addition to your product team, you will engage with the cross-domain Data Science & Analytics (DSA) guild, where you will collaborate and learn from fellow data professionals at Vinted. Within the DSA department, we have three distinct roles:

Decision Scientists focus on delivering actionable insights, identifying opportunities, and creating automated tools that enhance the quality of product and business decisions through statistical methods and data-driven strategies.

Analytics Engineers are tasked with data curation, translating stakeholder data needs into the architecture, construction, and maintenance of efficient and reliable data models and pipelines.

Data Scientists are responsible for recognizing algorithmic opportunities, ensuring optimal solutions are implemented, and designing, developing, and maintaining production-grade statistical and machine learning algorithms.

You will report to the Director of Data Science & Analytics in Help Experience and collaborate closely with other leaders in the domain, particularly within the data science & analytics and product functions.

Key Responsibilities

Collaborate with your team and stakeholders to proactively identify data science opportunities. Ensure these opportunities are addressed optimally, balancing algorithmic complexity with impact. Work on production-level LLMs and develop other machine learning models to enhance customer support agent productivity. Collaborate with your team and partners (Product Owner, Designer, Engineers) to refine, implement, and test new product features and algorithms. Engage with data across multiple languages. Take ownership of your work, writing clean, comprehensible code, and contribute to the team's scientific and data software. Mentor data and decision scientists to enhance their statistical knowledge. Foster a culture of experimentation within the Help Experience domain.

Candidate Profile

Extensive experience as a Data Scientist with a strong data focus or 5+ years of equivalent experience. Proficient in Python. Fluent in SQL; experience with dbt and BigQuery is advantageous. Solid understanding of statistics (frequentist, Bayesian, time series). Experience with machine learning in a production setting and familiarity with frameworks (e.g., scikit-learn, XGBoost, PyTorch, TensorFlow). Familiarity with Large Language Models (OpenAI's GPT, Hugging Face, LangChain, RAG, Vector Embeddings, LLaMA, or other open-source models) utilized at scale in production. Proven ability to break down projects into manageable components and lead them to successful completion, demonstrating strong project management skills. Strong problem-solving abilities and a results-oriented mindset. A collaborative team player with a pragmatic and iterative approach, possessing excellent communication skills.

Benefits

Opportunity to participate in our share options program. 30 days of paid annual leave. Access to the latest MacBook models. Mental and emotional health support through the Mindletic app. Home office support, including IT workstation equipment and a personal budget for home office furniture. Daily lunch allowance. Regular team-building events. Monthly budget for shopping on Vinted. Subsidized gym membership with ClassPass or Urban Sports Card. Subsidized pension plan provided by Vinted. Supplemental health insurance. Life and disability insurance coverage. Subsidized public transport pass. Opportunity to work remotely for up to 90 days per year, with 21 days allowed outside of the EU. A dog-friendly workplace.

Working at Vinted

Individual Learning Budget

Vinted allocates a yearly sum equivalent to a percentage of your annual salary for your continuous professional development, allowing you to invest in relevant learning activities that enhance your role.

Hybrid Work Model

We have adopted a hybrid work model, recommending two days in the office, but allowing flexibility for you and your team to determine the specific days for in-person collaboration.

Commitment to Diversity

The Vinted Group is dedicated to fostering an inclusive workplace where individuals from diverse backgrounds feel a sense of belonging. We welcome applications from all backgrounds, identities, and life experiences, ensuring fair treatment for all applicants without regard to race, age, religion, gender, national origin, citizenship, gender identity, sexual orientation, disability, or any other protected characteristic.

The salary range for this position is 69,000 - 93,000 gross per year.