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Assistant Vice President, Data Science
2 weeks ago
Job Purpose Summary:
The data scientist will collaborate with business and operational leaders to provide expert support through leveraging data and analytical tools, strategic thinking, and hypothesis-based analysis on machine learning (ML)-based projects.
Further, he will support senior leadership through oversight of business insights, reports, and analyses to aid in the decision-making process.
Essential Duties & Responsibilities by Dimensions:
- Oversee and develop predictive models using various machine learning techniques.
- Research and implement cuttingedge techniques and tools in machine learning/deep learning/artificial intelligence to make data analysis more efficient.
- Identify and implement new statistical or other mathematical methodologies as needed for specific data science initiatives.
- Build datadriven models to answer business questions, and perform largescale experimentation, analysis, and visualization techniques to deliver more efficient and repeatable data science insights.
- Integrate domain knowledge into the Data Science solutions (e.g., from an understanding of financial risk, customer journey, quality prediction, sales, marketing).
- Continuously monitor execution and health of Data Science models, to ensure efficient and highquality outputs are attained.
- Establish best practices for ML development and production infrastructure (e.g., cloud, Spark, GPUs, containers).
- Design and conduct data analyses with the highest standard of rigor and scientific accuracy; this includes study design, methodology, algorithms, and statistical modelling.
Education & Experience Requirements:
- University graduate preferably with a Major in in computer science, data science, software engineering, information systems, or related quantitative field.
- At least 10 years of relevant experience, preferably within a Data Scientist or related role.
- A PhD in statistics, ML, computer science or the natural sciences, especially physics or any engineering disciplines or equivalent, would be desirable.
- Excellent oral and written communication skills (including report writing) in English and Arabic.
- Ability to design, build, and deploy data solutions that capture, explore, transform, and utilize data to support AI, ML, and BI
- Advanced SQL knowledge and experience working with relational database
- Experience with data pipeline and workflow management tools (ETL, Airflow, etc.) and big data tools (Hadoop, Spark, Kafka, etc.)
- Using one of the following modelling programs effectively; Python, Golang, Ruby, Perl, Scala, Java, SAS, R, MATLAB, C, and C++, etc.
- Open minded point of view and strong problemsolving skills.
- Excellent business acumen and interpersonal skills; able to work across business lines at a senior level to influence and effect change to achieve common goals.
Enter Details
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