Senior Data Scientist
il y a 2 semaines
Who we are ?
Artefact is a new generation of a data service provider, specialising in data consulting and data-driven digital marketing, dedicated to transforming data into business impact across the entire value chain of organisations. We are proud to say we're enjoying skyrocketing growth.
Our broad range of data-driven solutions in data consulting and digital marketing are designed to meet our clients' specific needs, always conceived with a business-centric approach and delivered with tangible results. Our data-driven services are built upon the deep AI expertise we've acquired with our 1000 client base around the globe.
We have 850 employees across 20 offices who are focused on accelerating digital transformation. Thanks to a unique mix of company assets: State of the art data technologies, lean AI agile methodologies for fast delivery, and cohesive teams of the finest business consultants, data analysts, data scientists, data engineers, and digital experts, all dedicated to bringing extra value to every client.
Over the last few years, Data Science at Artefact Morocco has skyrocketed in terms of novel projects coupled with a growing diverse team. We tackle use cases that bring business value and serve different countries. Our area of expertise involves Applied Mathematics & Statistics for Machine Learning and Deep Learning, with a recently strong focus on Generative AI.
Responsibilities : In addition to the core Data Science and ML Engineering Team, you will work with different stakeholders to:
- Qualify the feasibility of Use Cases, translating business challenges into technical formulations
- Define the business and statistical hypothesis, and build the solution followed by testing and validation
- For those Use Cases that are validated, you will help develop a production-ready solution.
When consulted on a business challenge, you propose adequate AI or machine learning options to address this need. You act as an expert on the best algorithm to choose given the specific context and constraints. You are a key contributor to the design of the solution. You develop data visualisation features to generate insights and support data storytelling. You iterate with the business in an agile way to develop, adapt and refine the solution to enable maximum business impact. You design, build, maintain, and troubleshoot the data models integrated into the solutions delivered :
- Assess the quality of the data; clean and aggregate when necessary
- Compare and choose the right algorithms based on defining the right statistical hypothesis
- Develop and train models
- Follow principles of MLOps when moving models to productions
- Troubleshoot the models in production
Profile Minimum requirements :
- Must have at least 3 years of prior Data Science experience
- VERY Proficient in Python
- Has a Master's degree in Applied Mathematics, Advanced Statistics, and Data Science or a related discipline
- Excellent interpersonal and communication skills
- Strong knowledge of data science algorithms and at least one proven experience in developing Statistical and ML algorithms
- Ideally Fluent in English
Preferred requirements :
- Preferred experience in Consulting;
- Preferred experience in Cloud Technologies;
- Good knowledge of Spark;
- Good knowledge of MLOps principles.
Come join us
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