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Senior Data Scientist

Job Ref
284148
Job Type
Both
Employer Type
Recruitment Agency
Date Added 3 Feb 2021
Expiry Date 3 Mar 2021
* There have been 3 applications to this job.
* This job has been viewed 1917 times.
Employer:
Progressive Edge

Location:
Western Cape

Salary:
Market related

Benefits:


Role details:
The Data Scientist will oversee the activities of junior data scientists and provide advanced expertise on statistical and mathematical concepts
You will apply and inspire the adoption of advanced data science and analytics across the business.
- - - - - - - - - - - - - -

Job Objectives:
• Work in a cross-functional team, collaborating with fellow data scientists, engineers, and analysts to understand project goals, interpret end-user’s intent and drive the build, implementation and scale-up of algorithms for measurable impact.
• Understand and use ANN's, CNN's, RNN's, autoencoders, fundamental data science concepts (linear and logistic regression, SVM's, dimensionality reduction), decision trees, gradient boosting, ensemble models, etc. to develop machine learning models.
• Formulating, suggesting, and managing data-driven projects which are geared at furthering the business's interests.
• Collating and cleaning data from various entities for later use by Junior Data Scientists.
• Delegating tasks to Junior Data Scientists in order to realize the successful completion of projects.
• Monitoring the performance of Junior Data Scientists and providing them with practical guidance, as needed.
• Selecting and employing advanced statistical procedures to obtain actionable insights. Cross-validating models to ensure their generalizability.
• Producing and disseminating non-technical reports that detail the successes and limitations of each project.
• Suggesting ways in which insights obtained might be used to inform business strategies.
• Staying informed about developments in Data Science and adjacent fields to ensure that outputs are always relevant.
Experience:
• Extensive experience as a Data Scientist - 5+ years.
• Proficiency in R or Python, where the latter is preferred. In-depth understanding of SQL.
• Competent in machine learning principles and techniques.
• Demonstrable history of devising and overseeing data-centred projects.
• Ability to relay insights in layman's terms, such that these can be used to inform business decisions.
• Outstanding supervision and mentorship abilities and experience.
• Capacity to foster a healthy, stimulating work environment that frequently harnesses teamwork.
• Compliance with prevailing ethical standards.

Requirements
Advanced degree (Masters/Phd) in Data Science, Statistics, Computer Science, or similar.
Knowledge and Skill in
SQL
Python
Cloud Platform (AWS) advantageous
Probability and Statistics
Prescriptive Modeling



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