data-science

Wolt

<div><section><div><p></p><h2>Company Description</h2></div><div><p>Wolt is a Helsinki-based technology company that provides an online platform for consumers, merchants and couriers. It connects people looking to order food and other goods with people interested in selling and delivering them. To enable this, Wolt develops a wide range of technologies from local logistics to retail software and financial solutions – as well as operating its own grocery stores under the Wolt Market brand. Wolt’s products include Wolt+ (subscription service for customers), Wolt for Work (meal benefits and office deliveries for companies), Wolt Drive (fast last-mile deliveries for merchants) and Wolt Self-Delivery (service for merchant partners with their own delivery staff). Wolt’s mission is to make cities better by empowering and growing local communities. Wolt was founded in 2014 and joined forces with DoorDash in 2022. DoorDash operates in 29 countries today, 25 of which are with the Wolt product and brand.</p><p><strong>Working in Product Development at Wolt</strong></p><p>At Wolt, we’re about getting things done. You’ll probably enjoy it here if you like taking ownership, developing yourself and being around friendly, humble and ambitious people. </p><p>The behind the scenes of Wolt is run by an awesome bunch of over 700+ planners, builders, designers and data crunchers. We call ourselves Product+, as we’re the very core of Wolt’s products, tools and platforms. To build our products, we work in over 60 cross-functional, independent and autonomous teams. Teams are made up of a mix of talented individuals: engineers, designers, data scientists, analysts, and product leads. Each team takes ownership for solving customer problems in the best possible way.</p><p><strong>Our Commitment to Diversity, Equity &amp; Inclusion</strong></p><p>We want to have all sorts of people in our team – people like you and me, and people different from you and me. To be able to work with diverse teammates – when it comes to gender, age, ethnicity, life background, sexual orientation, political views, religion, or any other personal trait – we consciously aim to offer equal opportunity for everyone to work with us. This is because we believe diverse teams make the most thought-through decisions and build things in the most inclusive way.</p><p>Join us today to build Wolt together.</p></div></section><section><div><p></p><h2>Job Description</h2></div><div><p><strong>Data Scientists</strong> at Wolt build and deploy data science and machine learning solutions to address business problems. Utilizing a spectrum of methodologies including statistical analysis, machine learning, deep learning and operations research, they improve critical processes within Wolt's online delivery platform and business operations. Their contributions significantly impact all 25 countries in which we operate.</p><p>The work consists of <strong>owning machine learning</strong> use cases as part of a product development team; starting from identifying opportunities, to developing and prototyping a solution, all the way to <a href="https://blog.wolt.com/engineering/2022/04/20/machine-learning-at-wolt-our-journey-towards-mlops/">deploying,</a> maintaining, and improving it in production. We use a variety of technologies and tools including Python, SQL, Docker and K8s, Snowflake, Flyte, MLflow and Seldon Core to get the job done, and are constantly looking for ways to improve how our data scientists work.</p><p>We are looking for a Data Scientist to be embedded into our <strong>cross-functional</strong> Courier Earnings team, to work together with engineers, product, design and analytics people, on developing algorithms and solutions to define pricing strategies for tasks completed by our Couriers. You will be for example developing machine learning models to ensure fairness of compensation and to improve efficiency of our operations. You will have great potential to make a significant impact by tackling complex problems and building new solutions.</p><p>Also, to learn more about Wolt, be sure to check out <a href="https://blog.wolt.com/engineering/2022/04/20/machine-learning-at-wolt-our-journey-towards-mlops/">Machine learning at Wolt - our journey towards MLOps</a>, our <a href="https://explore.wolt.com/en/hun/transparency">Wolt Algorithmic Transparency Report</a>, and <a href="https://www.youtube.com/channel/UCXmJHnCmiyKNyB4dFBFdAiA/playlists">Wolt Tech Talks</a>. 💡</p><p>📍This role can be based in one of our tech hubs in Helsinki, Berlin or Stockholm, or you can work remotely anywhere in Finland, Sweden, Germany, and Estonia. Read more about our remote setup <a href="https://careers.wolt.com/en/blog/tech/product-hybrid-work">here</a>. If you live outside of these countries - not to worry! We provide relocation support to help you make your way to Finland, Germany or Sweden.</p></div></section><section><div><p></p><h2>Qualifications</h2></div><div><ul><li>You have plenty of hands-on experience with <strong>production-level Data Science and Machine Learning</strong> projects — from prototyping to deploying, maintaining and improving production deployed solutions (i.e. ability and interest to handle a use case end-to-end);</li><li>You have a deep understanding and experience with<strong> machine learning</strong> and a solid understanding of statistics;</li><li>Proven ability to tackle highly complex domains, break them down into solvable problems and develop novel solutions to them;</li><li>Preferable experience with<strong> supply &amp; demand, logistics and dynamic pricing domains, </strong>great if you have worked on projects within <strong>optimization</strong> and <strong>operational research</strong> fields;</li><li>Knowledge of <strong>experimental design</strong> and <strong>analysis</strong>, such as A/B testing;</li><li>You’ll have fluent programming skills in <strong>Python</strong>, which is our main language for data science projects, and experience with databases (SQL). You value good software engineering practices, understand MLOps, and take pride in the quality of your code and the performance of your solutions;</li><li>Ideally, you’ll also have a degree in a field relevant to<strong> Data Science.</strong></li></ul><p>You’re an <strong>analytical,</strong> <strong>curious</strong> and <strong>proactive problem</strong> solver. We’re looking for a <strong>self-starter</strong> with a drive to get things done. Also as well a good communicator, willing to collaborate with people inside and outside of the team.</p></div></section><section><div><p></p><h2>Additional Information</h2></div><div><p>The position will be filled as soon as we find the right person, so make sure to apply as soon as you realize you really, really want to join us!</p><p>The compensation will be a negotiable combination of monthly pay and DoorDash RSUs. The latter makes it exceptionally easy to be excited about our company growing and doing well, as you’ll own a piece of the pie.</p><p>For any further questions about the position, you can turn to Product+ Talent Acquisition Partner - Fernanda Prado e Silva (<a href="/cdn-cgi/l/email-protection">[email protected]</a>).</p></div></section></div>

Senior Data Scientist, Courier Earnings

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