ML Engineer: Build, Deploy & Scale Intelligent Models

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

Benefits offered by this job

Health insurance

Retirement savings

Professional development

Job summary

Placements24 in Klerksdorp, North West is seeking a talented Machine Learning Engineer to join a pioneering AI team. You will design, train, and deploy models, and collaborate with data scientists and software engineers to integrate ML into production systems.

The role emphasizes robust ML pipelines, MLOps practices, data processing, and continuous learning as you monitor performance and stay updated with the latest research.

Qualifications

• Bachelor's or Master's degree in Computer Science, Engineering, Data Science, or a related quantitative field.
• 3+ years of experience as a Machine Learning Engineer or similar.
• Strong understanding of ML algorithms, statistical modeling, and data mining techniques.
• Proficiency in Python and ML libraries such as TensorFlow, PyTorch, Scikit-learn, Pandas, NumPy.
• Experience with data processing, feature engineering, and model evaluation.
• Familiarity with cloud platforms (AWS, Azure, GCP) and their ML services.
• Knowledge of software development best practices, including Git and testing.
• Experience with MLOps is a plus.

Responsibilities

• Design, build, train, and deploy machine learning models and systems.
• Process, clean, and transform large datasets for model training and evaluation.
• Implement and optimize ML algorithms for performance and scalability.
• Develop and maintain robust ML pipelines and MLOps practices.
• Collaborate with data scientists and software engineers to integrate ML models into production environments.
• Monitor and evaluate the performance of deployed models and adjust as needed.
• Stay current with ML research and technologies.
• Write clean, well-documented, maintainable code.
• Contribute to architecture and design of AI/ML solutions.
• Troubleshoot and resolve issues related to ML model performance and deployment.

Skills

Machine learning

Python

TensorFlow

PyTorch

Scikit-learn

Pandas

NumPy

Education

Bachelors in CS/Engineering

Masters in Data Science

Tools

TensorFlow

PyTorch

Scikit-learn

Pandas

NumPy

Job description

Placements24 in Klerksdorp, North West is seeking a talented Machine Learning Engineer to join a pioneering AI team. You will design, train, and deploy models, and collaborate with data scientists and software engineers to integrate ML into production systems.

The role emphasizes robust ML pipelines, MLOps practices, data processing, and continuous learning as you monitor performance and stay updated with the latest research.