Senior ML Engineer - Flexible, Cutting-Edge AI in Paarl

Placements24; Paarl; Sur place; ZAR 900 000 - 1 200 000; Plein temps

Avantages offerts par ce poste

Competitive salary and bonuses

Health, dental, and vision insurance

Generous paid time off and holidays

Professional development and training

Access to cutting-edge technology andツ

Flexible work arrangements

Retirement savings plan

Résumé du poste

Placements24 seeks a Senior Machine Learning Engineer in Paarl, Western Cape to design, build, and deploy advanced ML models powering AI-driven solutions. You will work with large datasets, partner with engineers, and contribute across the ML lifecycle from experimentation to production.

You should have 4+ years of ML engineering experience, expert Python, and hands-on with TensorFlow or PyTorch, plus cloud and container tech like AWS, Docker, and Kubernetes.

Qualifications

• Bachelor's or Master's degree in Computer Science, Engineering, Statistics, or related quantitative field.
• Minimum of 4 years of professional experience in machine learning engineering or related role.
• Strong programming skills in Python and experience with ML frameworks such as TensorFlow, PyTorch, or Scikit-learn.
• Proven experience in building and deploying ML models into production environments.
• Solid understanding of ML algorithms, data structures, and software engineering principles.
• Experience with cloud platforms (AWS, Azure, GCP) and containerization technologies (Docker, Kubernetes).
• Familiarity with big data technologies (Spark, Hadoop) is a plus.

Responsabilités

• Design, develop, train, and deploy machine learning models and algorithms.
• Build and maintain scalable ML infrastructure and pipelines for data processing, model training, and deployment.
• Collaborate with product managers and software engineers to understand requirements and integrate ML solutions into products.
• Monitor and optimize the performance of deployed ML models in production environments.
• Conduct experiments to evaluate new algorithms, techniques, and tools.
• Stay current with the latest advancements in machine learning, deep learning, and artificial intelligence.
• Write clean, efficient, and well-documented code.
• Troubleshoot and resolve issues related to ML systems and infrastructure.
• Contribute to the team's technical strategy and best practices.

Connaissances

Python

TensorFlow

PyTorch

Scikit-learn

ML model deployment

Formation

Bachelor's or Master's in CS/Engineering/Statistics

Outils

Docker

Kubernetes

AWS

Azure

GCP

Spark

Hadoop

Description du poste

Placements24 seeks a Senior Machine Learning Engineer in Paarl, Western Cape to design, build, and deploy advanced ML models powering AI-driven solutions. You will work with large datasets, partner with engineers, and contribute across the ML lifecycle from experimentation to production.

You should have 4+ years of ML engineering experience, expert Python, and hands-on with TensorFlow or PyTorch, plus cloud and container tech like AWS, Docker, and Kubernetes.