Machine Learning Engineer
On site
Brussels, Belgium
Freelance
25-02-2025
Job Specifications
The mission of Predictive Analytics team within Marketing and Communication department is to develop, deploy and support usage of AI models to increase the reach and relevance of the campaigns.
As ML Engineer you will manage the data science ecosystem of the team to build and run our models (Domino Data Science Platform), setup data preparation pipelines, assure and monitor the quality of data sources used to generate indicators, run and monitor the performance of the models.
Function description
The Predictive Analytics team is looking for a Machine Learning (DevOps) Engineer with a proven track record on developing and deploying data science models in python environment as well as experience in data engineering.
You are part of data science team and will work on the following:
Manage the execution and quality assurance of the monthly production run from data preparation, scoring and validation of different AI models and analytical indicators. Improve the automation of this process to make it more efficient
Maintain and improve the existing python programs for collecting and validating data from different sources, for building, scoring, and performance monitoring of AI models of the team (e.g. python version upgrades)
Interface between data scientists and IT to support the usage of the Domino Data Science Platform, the AI building blocks and the evolution of the python environment.
Assist data scientist by helping them identify and install the correct dependencies in their environment, best practices for code quality, continuous improvement and automation
Support the creation of new variables (data engineering), automatic refit of the data science models
Explore new ways of combining the available tools of the bank (AI building blocks from Tribe AI) to unlock new capabilities for building AI products and supporting the data scientists.
Work with a team of motivated data scientists who are eager to learn, collaborate and share expertise.
Telework
50% on-site, 50% telework
Language requirements
English
You have fluent knowledge of English (spoken and written)
Dutch/French
Fluent/Good level of Dutch (French is a plus)
Education
You have a degree in a quantitative field (e.g Master in computer sciences)
Candidates with other academic backgrounds with substantial experience in data science, ML DevOps are also encouraged to apply.
Required experience / knowledge
You have at least 3 years of relevant experience.
Mandatory
Strong expertise in software development in Python and Python data science packages (pandas, sklearn)
Git
bash
SQL
Experience in MLOps / DevOps
preferable
SAS
Domino Data Science Platform
Django
software testing
experience in containerization (docker)
experience in Cloud environments
Business experience
preferable
Marketing and communication
Soft skills
Team player, good communication and presentation skills
Quick self-starter, pro-active attitude
Result driven
Analytical and problem solving mindset
Autonomy, commitment and perseverance
Passionate about continuous improvement
About the Company
DigiTribe is an IT & business consulting company specialized in Cyber Security, Cloud, Architecture and Transformation Management. We co-develop our services & approaches with the community to bring innovation, leverage digital practices and infuse purpose to large corporate organizations in digital transformation. We pride ourselves on our capacity to support our clients not only by allocating resources to reinforce organizations but by co-creating with the community and bringing value through workshops and content creati... Know more
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