Date | 2024-08-31 |
---|---|
Job Title | Data Scientist (Remote) |
Employer | Datafin More Information |
Salary | 0 |
Category | It Computer |
Location |
Western Cape / Cape Town |
Job Summary
Cape Town – Western Cape
- Excellent communication, analytical skills, and decision-making ability in collaborative environments
- Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions
- Mine and analyse data from company databases to drive optimization and improvement of product development, marketing techniques, and business strategies.
- Assess the effectiveness and accuracy of new data sources and data-gathering techniques.
- Develop custom data models and algorithms to apply to data sets.
- Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting, and other business outcomes.
- Experience using Python & SQL (optional) to manipulate data and draw insights from large data sets
- Open source data science libraries and packages (Pandas, PySpark, Dask, Numpy, Scikit-learn, Tensorflow/PyTorch, Huggingface Transformers, OpenCV)
- Experience creating and using advanced machine learning algorithms and statistics using traditional ML (regression, simulation, scenario analysis, time series forecasting, clustering, decision trees) and DL (neural networks) methods
- Strong knowledge and experience in data cleaning, transformation and standardisation techniques (text mining, database record linkage, log data etc).
- Strong understanding of version control and related concepts and techniques (e.g. Git)
- Strong understanding of containerization technologies (e.g. Docker)
- Experience setting up and maintaining production Data and MLOps pipelines (training, inference, model monitoring etc).
- Experience using AWS services: Redshift, S3, Lambda functions, Kinesis, Glue, SageMaker, etc.
- Excellent experience with the open-source relational database management system, eg PostgreSQL, MySQL, MS SQL Server.
- Bonus: Understanding of Python web app frameworks (FastAPI).
Data Scientist (Remote) position available in Western Cape, Cape Town. This job position was posted by Datafin. The job has been posted as a premium ad on 2024-08-31 at 16:10:03 in the It Computer category
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