Data Scientist - Machine Learning Specialist
Summary
A data scientist role in Pretoria focused on developing, training, and deploying machine learning models for predictive analytics and classification on large datasets, collaborating with data engineers and stakeholders. Core stack: Python or R, TensorFlow/PyTorch/scikit-learn, Spark/Hadoop, and SQL, with a hybrid work model.
About the Role
Our client is seeking a talented Data Scientist with a specialization in Machine Learning to join their innovative team in Pretoria . In this role, you will be instrumental in developing and deploying advanced machine learning models to solve complex business problems, uncover insights, and drive data-informed decision-making. You will collaborate closely with data engineers, business analysts, and stakeholders to translate strategic objectives into actionable data science solutions. This is an exciting opportunity for a passionate data scientist to leverage cutting-edge ML techniques and large datasets in a challenging and rewarding environment.
Key Responsibilities
- Develop, train, and deploy machine learning models for predictive analytics, classification, and other data-driven applications.
- Analyze large, complex datasets to identify patterns, trends, and actionable insights.
- Collaborate with data engineers to build and maintain robust data pipelines for model training and deployment.
- Evaluate and optimize model performance, ensuring accuracy, efficiency, and scalability.
- Communicate complex findings and model results effectively to both technical and non-technical audiences.
- Stay abreast of the latest advancements in machine learning and data science methodologies.
Requirements
- Master's or Ph.D. in Computer Science, Statistics, Mathematics, or a related quantitative field.
- 3+ years of professional experience in data science, with a strong focus on machine learning.
- Proficiency in programming languages such as Python or R, and expertise in ML libraries (e.g., TensorFlow, PyTorch, scikit-learn).
- Strong understanding of statistical modeling, data mining, and machine learning algorithms.
- Experience with big data technologies (e.g., Spark, Hadoop) and SQL databases.
- Excellent analytical and problem-solving skills, with the ability to work collaboratively in a team setting.
Benefits
- Competitive salary and performance-based incentives.
- Comprehensive health benefits package including medical, dental, and vision.
- Opportunities for continuous learning and professional development in the field of data science.
- Hybrid work model offering flexibility between office and remote work in Pretoria .
- Access to cutting-edge tools and technologies in a stimulating work environment.