Machine Learning Engineer

Posted 3 Days Ago
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Antwerpen, BEL
In-Office
Mid level
Big Data • Information Technology • Professional Services • Consulting
The Role
Design, implement, and deploy machine learning and data pipelines for supervised and unsupervised tasks using large GPS and sensor datasets. Optimize training and inference, build user-facing dashboards and tools, collaborate with data engineering, and productionize models and pipelines.
Summary Generated by Built In

We are looking for a Machine Learning Engineer in Antwerp, Belgium to build our internal and external user-facing dashboards, mobile apps, and tools. As Machine Learning Engineer, you have worked in a production environment, implemented and deployed machine learning and/or data pipelines.  English-speaking candidates are welcome to apply.


Tasks and responsibilities:

  • Work on state-of-the-art methods for both supervised and unsupervised learning, including the latest deep learning algorithms;
  • Work with big data (GPS fixes and sensors) from hundreds of thousands of users;
  • Optimize and deploy training and inference pipelines for predictions of low events/concepts (type of transports, home/work location) and human behavior (commuting, sporting, shopping);
  • Create tools to improve development of machine learning pipelines;
  • Help the team to improve upon current methods and models, both from a performance and architecture point of view. With a practical mindset you will bring these models into a production environment;
  • Software development experience will allow you to closely collaborate with our Data Engineering team to improve our models and data flows and push them through our release process;


Profile:

  • Master degree;
  • Experience in software engineering and deployment to production;
  • Experience with Python and Java;
  • Implemented and deployed a variety of machine learning pipelines in a production environment;
  • Deep understanding of machine learning concepts such as cross-validation, clustering, supervised vs unsupervised learning;
  • Use big data tools such as Spark for development;


Nice to have:

  • Experience in processing of sensor data from mobile devices or wearables;
  • Data engineering expertise;
  • Knowledge of stream processing (Kafka);
  • Knowledge of mobile development constraints and peculiarities;


Offered:

  • Challenging position at the market leader, working on top products;
  • Attractive salary package;
  • Relocation and visa support;


Interested:

Please send your CV and motivation to [email protected].



Skills Required

  • Master degree
  • Experience in software engineering and deployment to production
  • Experience with Python
  • Experience with Java
  • Implemented and deployed a variety of machine learning pipelines in production
  • Deep understanding of machine learning concepts (cross-validation, clustering, supervised vs unsupervised)
  • Experience with big data tools such as Spark
  • Experience processing sensor data from mobile devices or wearables
  • Data engineering expertise
  • Knowledge of stream processing (Kafka)
  • Knowledge of mobile development constraints and peculiarities
  • English language proficiency
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The Company
132 Employees

What We Do

All European Careers is a full-service IT staffing solutions consultancy operating worldwide. It specializes in hiring and selecting Java talent for leading companies in Europe on a permanent, contingent, or project sourcing basis. The company provides tailor-made recruitment services for technologies including Java, Drupal, Angular, DevOps, and Big Data, focusing on building long-term strategic partnerships with its customers and candidates.

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