Machine Learning Engineer - Deep Learning

Placements24; Polokwane; In loco; ZAR 900.000 - 1.100.000; Tempo pieno

Vantaggi offerti da questo lavoro

Health insurance

Retirement contributions

Professional development opportunities

Descrizione del lavoro

Placements24 in Polokwane, Limpopo, is seeking a Machine Learning Engineer with a focus on deep learning to design, train, and deploy models powering advanced AI applications. You will oversee the full ML lifecycle from data preparation to deployment in a collaborative R&D environment.

The ideal candidate holds a Master’s or PhD and has 4+ years of hands-on experience with Python, TensorFlow/PyTorch/Keras, and cloud ML platforms, plus strong analytical and teamwork skills.

Competenze

• Master's or PhD in Computer Science, Artificial Intelligence, Machine Learning, or a related field.
• Minimum of 4 years hands-on experience in developing and deploying deep learning models.
• Strong programming skills in Python and libraries such as NumPy, SciPy, OpenCV.
• Expertise with deep learning frameworks: TensorFlow, PyTorch, Keras.
• Solid understanding of CNNs, RNNs, LSTMs, Transformers, and data preprocessing.

Mansioni

• Design, develop, and implement deep learning models for image recognition, NLP, and time-series analysis.
• Prepare and clean large datasets for training deep learning models.
• Experiment with architectures and hyperparameters to optimize performance.
• Utilize TensorFlow, PyTorch, and Keras for model development and deployment.
• Deploy trained models into production and ensure reliable operation.
• Monitor model performance and iteratively improve as needed.
• Collaborate with software engineers and data scientists to integrate models.
• Stay updated with AI research and advancements.
• Document model designs, experiments, and results.

Conoscenze

Python programming

Deep learning concepts

Analytical thinking

Communication & teamwork

Model deployment

Formazione

Master's or PhD in Computer Science/AI/ML

Strumenti

NumPy

SciPy

OpenCV

TensorFlow

PyTorch

Keras

Descrizione del lavoro

About the Role

Our client, a cutting-edge technology innovator specializing in AI-driven automation, is looking for a talented Machine Learning Engineer with a focus on Deep Learning to join their dedicated team in Polokwane, Limpopo . This role is central to developing and implementing advanced deep learning models that power sophisticated AI applications. You will be involved in the entire ML lifecycle, from data preparation and model training to deployment and optimization. The ideal candidate has a strong theoretical understanding of deep learning architectures and extensive practical experience in building and deploying these models. You will work within a collaborative R&D environment, contributing to projects that push the boundaries of what's possible with AI. This is an excellent opportunity to work with a passionate team and make a tangible impact on innovative products.

Key Responsibilities

• Design, develop, and implement deep learning models for tasks such as image recognition, natural language processing, and time-series analysis.
• Process, clean, and prepare large datasets for training deep learning models.
• Experiment with different deep learning architectures and hyperparameters to optimize model performance.
• Utilize deep learning frameworks like TensorFlow, PyTorch, or Keras effectively.
• Deploy trained models into production environments and ensure their reliable operation.
• Monitor model performance, identify areas for improvement, and implement necessary adjustments.
• Collaborate with software engineers and data scientists to integrate ML models into larger systems.
• Stay abreast of the latest research and advancements in deep learning and artificial intelligence.
• Document model designs, experiments, and results thoroughly.

Requirements

• Master's or Ph.D. in Computer Science, Artificial Intelligence, Machine Learning, or a related field.
• Minimum of 4 years of hands-on experience in developing and deploying deep learning models.
• Strong programming skills in Python and experience with relevant libraries (e.g., NumPy, SciPy, OpenCV).
• Expertise in one or more deep learning frameworks (TensorFlow, PyTorch, Keras).
• Solid understanding of deep learning concepts, including CNNs, RNNs, LSTMs, and Transformers.
• Experience with data preprocessing and feature engineering techniques.
• Familiarity with cloud platforms (AWS, Azure, GCP) for ML development is beneficial.
• Strong analytical and problem-solving abilities.
• Excellent communication and teamwork skills.
• Experience with model optimization and performance tuning.

Benefits

Our client offers a competitive salary package commensurate with experience, along with a comprehensive benefits program including health insurance and retirement contributions. Opportunities for professional development, including access to training and conferences, are provided. You will be part of an innovative and collaborative team focused on delivering high-impact AI solutions. This role is based in Polokwane, Limpopo , offering a dynamic professional environment.