data-science

AVIV Group

<div><section><div><p></p><h2>Company Description</h2></div><div><p>We are an equal opportunities employer and place where everyone is welcome. We strongly encourage people from minority backgrounds, LGBTQIA+, parents, and individuals with disabilities to apply. If you need reasonable adjustments at any point in the application or interview process, please let us know.<br> <br><em>In your application, please feel free to note which pronouns you use (For example - she/her/hers, he/him/his, they/them/theirs, etc).</em></p><p>We’re one of the world’s largest privately owned real estate tech companies and a subsidiary of Axel Springer. Our mission is to unlock everyone’s perfect place!  Some of Europe’s best known digital real estate marketplaces and brands form part of our Group, they are: 🇫🇷 Meilleurs Agents, 🇫🇷 Groupe SeLoger, 🇧🇪 Immoweb, 🇩🇪 Immowelt, 🇪🇸 Housell and 🇮🇱 Yad2.</p><p>We also invest in innovative business models which shape the future of how people buy, sell, rent or lend properties and hold minority participations in companies such as: 🇬🇧 PurpleBricks, 🇩🇪 Homeday, 🇺🇸 Zumper and 🇺🇸 Parcel.</p><p><strong>Our ambition is to be the leading Employer in PropTech across Europe and this is a pivotal time to join us as we embark on this journey enabling us to help unlock everyone’s perfect place!</strong></p><p><strong>WHAT WE DO AT BUYING SELLING RENTAL DYNAMICS</strong></p><p>The Data Science team has the mission to revolutionise how people experience the real estate market. To achieve this goal, data-driven solutions and tailor-made algorithms are key. As part of the cross-functional "Buying Selling Rental Dynamics" team we work directly with our partners in Product and Tech to provide scores and predictions in various contexts.</p></div></section><section><div><p></p><h2>Job Description</h2></div><div><p><strong>WE ARE LOOKING FOR AN INDIVIDUAL WHO CAN :</strong></p><ul></ul><ul><li>Effectively partner with product and engineering teams to design and build data science solutions to drive revenue growth, support interactions between our users (seekers, owners and intermediaries) and help developing a marketing mix model to support strategic decision making.</li><li>Apply sophisticated statistical techniques to model user behaviour, identify causal impacts, build and benchmark metrics, and forecast future performance.</li><li>Develop predictive, explanatory models and machine learning algorithms.</li><li>Deploy trained model artifacts to AWS to serve ML models in production.</li><li>Create automated learning systems that gracefully scale to increasing complexity and expectation.</li><li>Analyse large-scale structured and unstructured data.</li><li>Create ETL pipelines to get the required data in a format ready for downstream tasks.</li><li>Help improve the scope of our data sets by identifying new data collection and procurement opportunities on an ongoing basis.</li></ul></div></section><section><div><p></p><h2>Qualifications</h2></div><div><p><strong>AN INDIVIDUAL WHO HAS :</strong></p><ul><li><span>MS in computer science, statistics, mathematics or similar.</span></li><li>Two or more years of relevant work experience in the industry building and product ionising ML models and data science workflows.</li><li>Experience with one or more of the following in an applied business setting: advanced statistical techniques for experimental design, observational causal inference and time series forecasting.</li><li>Strong proficiency with Python and SQL and large-scale distributed systems.</li><li>Excellent communication skills, with the ability to synthesise, simplify and explain complex topics to different types of audience, including executives.</li><li>You thrive in a fast-paced, dynamic and high energy environment and are comfortable with ambiguity.</li><li>Strong creative thinking and problem-solving skills.</li></ul></div></section><section><div><p></p><h2>Additional Information</h2></div><div><p><strong>WHAT WE OFFER YOU:</strong></p><ul><li>We are one of the leading PropTech platforms in Europe. If you’ve ever rented or purchased a property then you may have used one of our classified portals.  This is a great time to join us to help elevate our AVIV brand.</li><li>30 Days of Holidays guaranteed and the freedom to organise your day the way it fits you best.</li><li>Openness for Sabbaticals.</li><li>Unlimited self-development opportunities.</li><li>The opportunity to work hybrid within our operating footprint with international travel to our locations in France, Belgium and Germany.</li><li>The autonomy to work in a style which suits you to be the most productive</li><li>The freedom to tell us which tools you need to be successful in your job so we can set you up to make it happen.</li></ul></div></section></div>

Junior Data Scientist

remote

21 days ago

job-applications-closed