Machine Learning Researcher

Placements24; Bloemfontein; Hybrid; ZAR 1,000,000 - 1,700,000; Full time

Benefits offered by this job

Generous research budget

Remote work options

Job summary

Placements24 is seeking a Machine Learning Researcher to join a cutting-edge R&D team in Bloemfontein. This role focuses on theoretical exploration and the development of novel algorithms, with opportunities to publish in leading venues and collaborate with world-class scientists.

Responsibilities include advancing deep learning, reinforcement learning, and generative models, and working with engineers to evaluate deployment potential.

Qualifications

• PhD required in Computer Science, ML, AI, or related field.
• Proven publication record in leading AI venues.
• Strong theoretical understanding of ML and advanced mathematics.
• Proficiency in Python and popular ML frameworks (TensorFlow, PyTorch).
• Ability to design and conduct rigorous experiments and analyze results.

Responsibilities

• Conduct fundamental and applied research in deep learning, reinforcement learning, and generative models.
• Develop novel ML algorithms and theoretical frameworks.
• Implement and test new algorithms using Python and ML libraries.
• Publish research results in top AI conferences and journals.
• Collaborate with engineers to assess practical deployment of research ideas.
• Stay abreast of global AI research trends.

Skills

Deep theory of ML

Publication track record

Experiment design

Python programming

Mathematical reasoning

Education

Ph.D. in Computer Science/ML/AI or related field

Tools

TensorFlow

PyTorch

Job description

About the Role

Our client, a leader in technological advancement, is seeking a brilliant Machine Learning Researcher to join their dedicated research and development team in Bloemfontein . This role is at the cutting edge of AI, focusing on theoretical exploration and the development of novel algorithms and methodologies that push the boundaries of what's possible. You will contribute to groundbreaking research projects, publish findings in leading academic forums, and collaborate with a team of world-class scientists and engineers. This is an unparalleled opportunity for an ambitious researcher to make significant contributions to the field of artificial intelligence.

Key Responsibilities

• Conduct fundamental and applied research in areas such as deep learning, reinforcement learning, and generative models.
• Develop novel machine learning algorithms and theoretical frameworks.
• Implement and rigorously test new algorithms using relevant programming languages and ML libraries.
• Publish research results in top-tier AI conferences and journals.
• Collaborate with engineers to explore the practical applicability and potential deployment of research ideas.
• Stay abreast of the latest research trends and developments in the global AI community.

Requirements

• Ph.D. in Computer Science, Machine Learning, Artificial Intelligence, or a related field with a strong research focus.
• A proven publication record in leading AI conferences and journals.
• Deep theoretical understanding of machine learning principles and advanced mathematical concepts.
• Proficiency in Python and experience with major ML frameworks (e.g., TensorFlow, PyTorch).
• Ability to design and conduct complex experiments and analyze results critically.
• Excellent written and verbal communication skills for disseminating research findings.

Benefits

• Highly attractive salary and comprehensive benefits package.
• Generous research budget and access to significant computing resources.
• Opportunities to attend and present at leading international conferences.
• Support for intellectual property development and patent applications.
• A dynamic research environment fostering innovation and collaboration.
• Fully remote work options available for exceptional candidates.