Machine Learning Engineer - Predictive Analytics

Placements24; Klerksdorp; On-site; ZAR 600,000 - 900,000; Full time

Benefits offered by this job

Attractive compensation package and性能n

Job summary

Placements24 is seeking a skilled Machine Learning Engineer with a focus on predictive analytics to join its data science team in Klerksdorp. You will develop, deploy, and maintain ML models to uncover insights and drive data-driven decisions across the organization, working with large datasets and collaborating with stakeholders.

The role emphasizes building robust predictive systems that improve product performance and customer engagement, with a culture that values data integrity and

Qualifications

• Bachelor’s or Master’s degree in Computer Science, Statistics, Mathematics, or a related field.
• Proven experience in building and deploying machine learning models, particularly for predictive tasks.
• Proficiency in Python and relevant ML libraries (e.g., scikit-learn, TensorFlow, PyTorch).
• Strong understanding of statistical concepts, experimental design, and data analysis techniques.
• Experience with SQL and working with relational databases.

Responsibilities

• Develop and deploy machine learning models for predictive analytics and forecasting.
• Implement and optimize algorithms for data mining, classification, regression, and clustering.
• Work with large, complex datasets to extract meaningful insights and build data pipelines.
• Collaborate with data scientists and engineers to integrate ML models into production systems.
• Monitor model performance, conduct A/B testing, and retrain models as needed to maintain accuracy and relevance.

Skills

Python

Statistical analysis

Data wrangling

SQL

Education

Bachelor’s or Master’s degree in Computer Science, Statistics, Mathematics

Tools

scikit-learn

TensorFlow

PyTorch

Job description

About the Role

Our client is seeking a skilled Machine Learning Engineer with a specialization in predictive analytics to join their dynamic data science team in Klerksdorp . This role involves developing, deploying, and maintaining sophisticated machine learning models to uncover insights and drive data-driven decision-making across the organization. You will work with large datasets, collaborate with business stakeholders to define analytical needs, and build robust predictive systems that enhance product performance and customer engagement, contributing to a culture that values data integrity, advanced analytics, and the practical application of machine learning to solve real-world business problems and optimize operational outcomes.

Key Responsibilities

• Develop and deploy machine learning models for predictive analytics and forecasting.


• Implement and optimize algorithms for data mining, classification, regression, and clustering.


• Work with large, complex datasets to extract meaningful insights and build data pipelines.


• Collaborate with data scientists and engineers to integrate ML models into production systems.


• Monitor model performance, conduct A/B testing, and retrain models as needed to maintain accuracy and relevance.

Requirements

• Bachelor's or Master's degree in Computer Science, Statistics, Mathematics, or a related field.


• Proven experience in building and deploying machine learning models, particularly for predictive tasks.


• Proficiency in Python and relevant ML libraries (e.g., scikit-learn, TensorFlow, PyTorch).


• Strong understanding of statistical concepts, experimental design, and data analysis techniques.


• Experience with SQL and working with relational databases.

Benefits

• Attractive compensation package and performance bonuses.


• Opportunity to work on challenging predictive modeling problems.


• Collaborative and innovative work environment.


• Comprehensive health insurance and retirement savings plan.


• Support for continuous learning and professional development.