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    "result": {"data":{"selectedJobQuery":{"guid":"537891","title":"Machine Learning Engineer at GeoPhy (Den Haag, Netherlands)","content":"<p>We are looking for an experienced Machine Learning Engineer to join our Data Science team to help develop and productize Machine Learning solutions for automated property valuations, entity resolution, data-mining, asset recommendations and market forecasting.</p><br /><p>You will work alongside Data Scientists on model research and development and join forces with data and software engineers to embed those models in production-ready Machine Learning pipelines. You will orchestrate ML production loads in AWS, actively participate in the development of our Data Science computing platform and help us move towards a level 3 MLOps maturity level. </p><br /><p>You will join the stellar GeoPhy Data Science and Analytics hub, where you will be able to do all of the above while having a lot of fun with colleagues from all over the world, and have room to learn and grow as a world class Machine Learning Engineer.</p><br /><p><strong>The impact you will have</strong></p><br /><ul><br /><li>Build scalable machine learning pipelines to deliver predictions in production</li><br /><li>Collaborate with software and DevOps engineers to contribute designs and requirements for end-to-end solutions</li><br /><li>Work on the development of the GeoPhy Data Science computing platform in AWS, our CD4ML tools and model monitoring mechanisms</li><br /><li>Develop proof-of-concept ML models to solve problems for a variety of data and domains, including entity resolution and linkage, deep learning for similarity learning, and asset recommendation models</li><br /><li>Be a team player and constantly coordinate with other disciplines to deliver excellent products</li><br /><li>Contribute to the Data Science Hub activities, supporting best practices, knowledge sharing and cross-functional initiatives</li><br /></ul><br /><p><strong>What we're looking for</strong></p><br /><ul><br /><li>3 or more years experience in Python</li><br /><li>3 or more years experience in SQL</li><br /><li>3 or more years experience in PySpark</li><br /><li>3 or more years experience in machine learning or software engineering and a strong academic background in machine learning or a related discipline</li><br /><li>2 or more years experience with Spark and the Hadoop ecosystem, along with other big data technologies</li><br /><li>Amazing communicators who can convey the importance of their work to laypersons as well as peers</li><br /><li>Experience using Amazon Web Services</li><br /><li>Demonstrable experience of influencing and driving Engineering strategy</li><br /><li>Excellent communication skills in verbal and written English</li><br /></ul><br /><br /><p><strong>Bonus points for</strong></p><br /><ul><br /><li>Hands-on experience with orchestrating machine learning and big data services in AWS (Step Functions, Sagemaker, EMR, S3, Amazon Aurora, Amazon Athena, Amazon Redshift)</li><br /><li>Experience with orchestrating production workflows in Apache Airflow</li><br /><li>Knowledge of Scala</li><br /><li>Experience in real-estate domain</li><br /></ul><br /><p><strong>What we're offering</strong></p><br /><ul><br /><li>You will have the opportunity to accelerate our rapidly growing organization</li><br /><li>We&rsquo;re a lean team, so your impact will be felt immediately</li><br /><li>Agile working environment with flexible working hours and location, career advancement, and competitive compensation package</li><br /><li>GeoPhy is a family and pet friendly company</li><br /><li>We arrange social activities to help our employees and families become familiar with each other and our culture</li><br /><li>Diverse, unique colleagues from every corner of the world</li><br /></ul><br /><p>If you're convinced you are the right fit and you can&rsquo;t wait to join our team, we look forward to hearing from you!</p>","applyUrl":"https://jobs.lever.co/geophy/338fd868-6d42-462f-8ecd-b0b25970af58?lever-origin=applied&lever-source%5B%5D=StackOverflow","link":"https://stackoverflow.com/jobs/537891/machine-learning-engineer-geophy?a=2UoiGM97Glfa&so_medium=Talent&so_source=TalentApi","categories":["amazon-web-services","entity-framework","python"],"companyLogo":"geo-phy.png","isoDate":"2021-07-20T14:04:21.000Z","author":{"name":["GeoPhy"]},"country":"The Netherlands"}},"pageContext":{"guid":"537891"}},
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