About Artefact
Artefact is a new generation data service provider specialising in data consulting and data-driven digital marketing. We transform data into business impact across organisations' entire value chains. With 850 employees across 20 offices and 1000+ clients globally, we focus on accelerating digital transformation through state-of-the-art data technologies, lean AI agile methodologies, and cohesive teams of business consultants, data analysts, data scientists, and engineers.
Our Data Science team in Morocco tackles use cases involving Applied Mathematics, Statistics, Machine Learning, Deep Learning, and Generative AI.
Main Responsibilities
- Qualify the feasibility of use cases by translating business challenges into technical formulations
- Define business and statistical hypotheses, build solutions, and conduct testing and validation
- Develop production-ready solutions for validated use cases
- Propose adequate AI or machine learning options to address business needs and act as an expert on algorithm selection
- Design, build, maintain, and troubleshoot data models integrated into delivered solutions
- Develop data visualisation features to generate insights and support data storytelling
Key Responsibilities in Detail
- Assess data quality; clean and aggregate when necessary
- Compare and choose the right algorithms based on statistical hypothesis definition
- Develop and train machine learning models
- Follow MLOps principles when moving models to production
- Troubleshoot models in production environments
Minimum Requirements
- At least 3 years of prior Data Science experience
- Very proficient in Python
- Master's degree in Applied Mathematics, Advanced Statistics, Data Science, or related discipline
- Excellent interpersonal and communication skills
- Strong knowledge of data science algorithms with proven experience developing statistical and ML algorithms
- Fluent in English (ideally)
Preferred Requirements
- Experience in consulting
- Experience with cloud technologies
- Good knowledge of Spark
- Good knowledge of MLOps principles
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