Mr D Food

4 days ago

Cape Town, South Africa takealot.com Full time

We are a young, dynamic, hyper growth company looking for smart, creative, hard-working people with integrity to join us

**Think you've been challenged before? Think again**
- **Scale**: Show the millions of Mr D Food customers what you can do
- **Learn**: We work with the best of the best, and then some. Code alongside industry leaders and upskill in record time.

**Who's who in the tech space**

This position reports to the Mr D Food Data Science Team Lead

**Your Team**:
You will join the growing Data Science team at Mr D Food, and report to the Data Science Team Lead. The nature of the position will require interaction with various teams across the Mr D Food business, and will include the Product, Operations, Engineering, Data & Analytics as well as Growth and Marketing teams.

**Your responsibilities will include work on the following exciting projects**:

- Automated daily & hourly order forecasting models
- Dynamic estimators to maximise operational efficiency (e.g. food preparation time, dynamic delay estimation, etc.)
- Customer segmentation models to optimise content and/or communication relevancy based on customer preferences
- Personalisation engines to recommend dishes, restaurants, promotions, etc.
- Key operational parameter anomaly detection techniques
- Operationalising prediction models into Mr D Food's data science technology stack
- Compiling technical specifications around data science integration requirements for the Mr D Food development team
- Enable easy monitoring and assessment of all data science solutions implemented in the Mr D Food business

**The skills we need**:

- Experience in Python and Linux command line
- Knowledge of and experience with mainstream machine learning (ML) tools, including Tensorflow and/or Keras, Scikit-learn, and Pandas
- Experience with Amazon Web Services or other cloud computing platforms
- Experience with Docker
- Experience with querying and conducting ETL against both SQL and non-SQL based data stores
- Experience with MLOps best practices beneficial
- Experience with recommender models and natural language processing beneficial
- Experience with any of the following AWS services beneficial: Sagemaker (incl. Studio), Glue, Athena, ECR, CodePipeline
- Attention to detail in a high-pressure environment
- Advanced analytical ability
- Ability to align theoretical data science skills with real world business problems
- Willingness to buy into the requirements of a fast-paced start-up environment
- Ability to verbalize as well as visualize findings and results
- Enterprising spirit and ability to take ownership of tasks

**Qualifications & Experience**:

- Relevant tertiary qualifications in Statistics, Mathematics, Computer Science and/or Engineering
- 5 years or more work experience as a Data Scientist
- Data science exposure in a retail or e-commerce environment is beneficial
- **The power is in your hands**: We offer a market-related, Total Remuneration Package which allows full flexibility according to your needs. Go on, be the master of your own destiny.
- **No doors**: We aren't fans of stuffy offices or siloed work environments. See someone you like? High five, collab and make something great.
- **Remote working**: Love water cooler chats _and _working from home? We offer a hybrid working model for the best of both worlds.
- **Mentorship programme**: We aren't kidding when we say the people with the best people win. Now's your chance to be one of the best, by learning from the best.
- **Naspers Tech Community** **& Online Learning**: Share ideas and grow with global industry leaders who are all just a Slack message away. Love to learn? Up-skill with free access to courses on MyAcademy, Udacity, Coursera and more.
- **Good times**: Get to know the other extraordinary minds in the takealot group during regular social events and out-of-office activities (think hikes, think mini golf, think good times).
- **Birthday leave**: Cake Day all the way. Enjoy your day off - you deserve it.
- **Right tools, right job**: Mac or Windows, two monitors or one. Whatever your preference, you'll work on the latest tech, off the latest tech.
- **Help when you need it most**: Confidential counselling, legal support and financial guidance, for free, anytime, anywhere.
- **Tech stack (for days)**:Angular, Python, Kotlin, Swift, AWS, Kafka, Redis, Docker, Kubernetes, IOT and all things machine learning. If you build it, they will come.
- **Free parking**:No more 5km fun runs to your desk (unless you want to).
- Mr D Food is an Equal Opportunity Employer. Applicants from previously disadvantaged groups and people with disabilities will be given preference_

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