Data Scientist (Remote) - Datafin IT Recruitment
Cape Town, Western Cape 12 days ago Permanent Salary - Market Related
Data Scientist (Remote)
Datafin IT Recruitment
Cape Town, Western Cape
Date Created : 12 days ago
Job Type : Permanent
Salary : Market Related
- 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).
While we would really like to respond to every application, should you not be contacted for this position within 10 working days please consider your application unsuccessful.
By applying to a job using RecruitmentPartner, you are agreeing to comply with and be subject to RecruitmentPartner Terms for use of our website.
By applying to a job using RecruitmentPartner, you are agreeing to comply with and be subject to RecruitmentPartner Terms for use of our website.