Machine Learning Engineers - Brussels and remote - English speaking

Machine Learning Engineers - Brussels and remote - English speaking

One of our Blue Chip Clients is urgently looking for several Machine Learning Engineers.

Please find some details below:

Description:

Machine Learning Engineers promote the adoption of best standards in industrial code development across the ML&AI community. They do so by developing ML pipelines that are production-ready by design or by integrating existing ML solutions into industrial pipelines.

They participate in the development, deployment and monitoring of AI services, which means they contribute to data quality checks, data flow design, the design of the models themselves and their overall integration into the production environment.
ML Engineers are meant to facilitate the communication between AI & Analytics teams and IT production with regards to the deployment of ML models, ensuring that models put in production are equipped with the appropriate data pipelines and monitoring.

ML Engineers contribute to Machine Learning projects by:
Working with the Data Scientists to define and develop the target solution with production constraints in mind. This allows to select the correct run infrastructure and serving model (eg data ingestion scheme, API synchronicity) to address the business requirements (Real Time responses, processing volumetry)
Contributing to the automation of the different elements of the ML pipeline in order to integrate and deploy them in the production environment (eg building Docker/VM images, prepare unitary, regression and integration tests)
Supporting Data Scientists on the usage of the existing industrial solutions available to build and monitor AI services (ie the CI/CD tools)
Supporting IT Production on the parameterization of the target environment

Ensuring that the model runs without errors, is retrained if needed (incl. automatically) and is monitored both from the IT and the business perspective.

Mandatory
Containerization/virtualisation
AI platforms & IDEs
CI/CD (gitlab-ci)
Code, model & data versioning
Python
Usage of package managing tools and experience in dependency management
postgresql
Come Twice per week at the office
knowledge of agile methodology

Preferable
experience with integration using different technologies (distributes/Mainframe) and infra components
Model compression techniques
ELT/ETL tools
Big data tools (Spark)
Data flow processing
Data visualization tools

Work location at the client site in Brussels

Remote work detail. Candidate is expected to work 50%/month at the client office. Meaning that some week 2 days other weeks 3 days to reach 50%

Please send CV for full details and immediate interviews. We are a preferred supplier to the client.