Job Responsibilities As a data scientist, you will independently and as part of a team : 1. Perform all the phases of a data science project : business understanding, data understanding and preparation, exploratory analysis, modeling, model evaluation, communicating results and business value of a model to the client and finally deploying your data product.
2. Develop your technical and soft skills to keep up with the latest data science ideas and machine learning techniques.3.
Manage your activities, scope and timelines on the projects with minimum supervision.4. Follow team development processes.
5. Based on the nature of the project and the available tools, quickly learn and adapt to different technologies and tools than the ones you are used to.
6. Participate in pre-sales activities : presentation, workshops and proof-of-concepts for the clients. As a senior, you are expected to : 7.
Lead and mentor data scientists in client projects8. Focus on the business value of the data product9. Interface more frequently with clients10.
Improve team processes11. Be tools agnostic Qualifications Minimum skillset : - M.Sc. or equivalent working experience in data science / machine learning-
Analytical rigor- Proficient in either R or Python- Intermediate level in either C, Java, C++, or C#- Intermediate level in SQL-
Intermediate level in Matlab- Basic software engineering knowledge- Excellent verbal and written communication skills- Excellent technical presentation skills-
Ability to conduct pre-sales presentationsIdeal skillset : - M.Sc. or Ph.D. in machine learning or a relevant discipline.
Familiar with Excel and / or Tableau for visualization- Familiar with SPSS Modeler and SAS Enterprise Miner for modeling-
Familiar with SAS and SPSS Statistics for statistical analysis- Familiar with either Teradata, Oracle, or Microsoft SQL Server-
Specialized in a data science area such as NLP, Speech recognition, or image processing- Have considerable experience in any of the following domains : telco, government, or banking-
Professional consulting background at the corporate level- Excellent sales and public speaking skills