| Company: | Alghanim Industries |
|---|---|
| Job Role: | Data Scientist |
| Experience: | 1-5yrs |
| Vacancy: | Not Mentioned |
| Qualification: | BE/BTech, ME/MTech Relevant Experience |
| Salary: | Best in Industries |
| Location: | Kuwait City |
| Join us on Telegram | Click Here |
| Apply Mode: | (Offline or Online) |
| Deadline: | Not Mentioned |
About the company
Employment Full-time
Industries Retail Food & Beverages Consumer Services
Job Role
As a data scientist, you will be responsible for insight generation by building data mining and statistical models to support Customer Value Management (CVM), loyalty programs and commercial objectives of Business Units.Responsibilities:
Data Mining & Advanced Analytics model development–Applying expertise in quantitative analysis, data mining, and the presentation of data to see beyond the numbers and understand user interactions
–Actively use built-in data analytics models, including customer segmentation, churn prediction, propensity modelling and next-best activity; continuous update and adjustment of model parameters and performance tracking of the analytical models
–Build advanced predictive analytics models offline by using programming languages such as R, Python, SQL
–Set up and conduct large-scale experiments to test hypotheses and drive campaign development
–Stay on top of changing conditions by retraining and testing the model regularly; enhance it whenever necessary
–Monitor models’ accuracy to catch any degradation in its performance over time
–Automate the monitoring of the models by developing customized applications that report and track the model’s performance
–Stay up to date with latest techniques and methods to evaluate data, conduct research to develop prototypes and proof of concepts, as well as look for opportunities to use
Insight generation– Actively seek and identify where data science can provide value to business areas across the BUs, provide solutions to BUs analytical problems and validate the solution performance
–Translate model outputs into actionable insights for business units and feed cross-BU campaign development
Reporting
–Active use of built-in reporting tools; day to day report generation and maintenance using BI tools and be involved in any new tool selection and deployment
–Engage with stakeholders to ensure that data insights are effectively communicated through the most appropriate data visualization and navigation tools
Skills and Qualifications:
•Background in Applied Math, Statistics, Physics, Engineering, or Computer Science; Advanced degree strongly preferred•3+ years of experience with data science and statistical analysis in a business, marketing
•Examples of domain expertise of interest are: predictive modeling, churn analysis, time series forecasting, computer vision, text mining, recommender systems, market basket analysis, segmentation, graph analytics with strong programming skills in Python or R
•Experience in manipulating data sets through statistical software (eg R, SAS, Alteryx) or other methods; experience in SQL or other programming languages
•Ability to explain and discuss mathematical and machine learning technicalities to a business audience
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