Description
We are looking for two types of candidates having either of the following areas of specialization -- Type A data scientist will be specialized in translating business problems to analytics problems, machine learning model building and experimentation.
- Type B data scientist will be specialized in machine learning model deployment, scaling, monitoring, and debugging.
Common role description for Type A/ Type B role -
- Develop Predictive Models, Segmentation, Optimization, Pricing algorithms and other Data Science solutions using Machine Learning techniques to solve a range of business problems in the Retail/ Properties/ Leisure, Entertainment & Lifestyle sector
- Work with large volume of structured /unstructured data to develop models; ranging from data exploration/ wrangling, feature engineering, model development, validation and scoring
- Conduct Exploratory Data Analysis – to enable root cause findings, data related trends and patterns to help answer a range of structured/ unstructured business questions
- Processing, cleansing, and verifying the integrity of data used for analysis
- Work closely with data engineering team to guide them on structuring relevant data to facilitate data exploration and fast prototyping, report data quality issues.
Additional responsibilities for Type A role -
- Translate ambiguous business problems into analytical frameworks basis the most relevant solution
- Design A/B testing experiments to measure impact, learn and optimize implementation strategy
- Communicating insights/ recommendations to multiple levels in the organization
Additional responsibilities for Type B role -
- Craft executable ways of implementing model prototypes into scalable solutions that can be integrated in automated systems in production
- Collaborate with Product, DevOps and other teams to test, deploy, scale and monitor ML models as components to Data based products/Use cases. Debug machine learning models in production.
- Implement scalable pipelines in airflow to ingest and clean data and perform inference. Apply test-driven development to data science and model deployment.
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Click to check Other Recent Jobs here!Location: Dubai, AE
Company: Majid Al Futtaim
