Senior AI Research Scientist - Deep Learning Architect

Placements24; Johannesburg; Hybrid; ZAR 1,200,000 - 2,000,000; Full time

Benefits offered by this job

Competitive compensation

Health insurance

Professional development

Cutting-edge resources

International travel opportunities

Performance bonuses

Retirement savings plans

Job summary

Placements24 in Johannesburg, Gauteng, seeks a Senior AI Research Scientist specializing in deep learning architectures to drive innovation and deploy state-of-the-art models for NLP, CV, and reinforcement learning. You will mentor teams, publish research, and shape the company’s AI strategy.

You’ll collaborate with cross-functional teams to translate research into production solutions, leveraging cloud platforms and cutting-edge computation resources in a fast-paced environment.

Qualifications

• PhD or Master's degree in Computer Science, AI, ML or related quantitative field.
• 5+ years in AI research and development focusing on deep learning.
• Proficiency in TensorFlow, PyTorch, or Keras.

Responsibilities

• Lead the research and development of novel deep learning algorithms and models.
• Design and implement scalable deep learning architectures for NLP, computer vision, and predictive analytics.
• Conduct rigorous experimentation and evaluation of models for robustness and accuracy.
• Collaborate with engineering teams to integrate AI models into production systems.
• Stay abreast of AI research advancements and translate them into practical solutions.
• Mentor junior researchers and engineers to foster continuous learning.
• Publish findings in top-tier conferences and journals.
• Contribute to the strategic direction of AI initiatives.

Skills

Analytical skills

Communication skills

Team collaboration

Education

PhD or Master's in CS/AI/ML

Tools

TensorFlow

PyTorch

Keras

Python (NumPy/SciPy/Pandas)

AWS

Azure

GCP

Job description

About the Role

Our client, a pioneering force in the AI and Emerging Technologies sector, is seeking a highly skilled and visionary Senior AI Research Scientist specializing in Deep Learning Architectures. This role is crucial for driving innovation and shaping the future of artificial intelligence within our dynamic organization. You will be instrumental in designing, developing, and deploying state-of-the-art deep learning models that solve complex real-world problems. This is an exceptional opportunity to work with a world-class team in Johannesburg, Gauteng, contributing to groundbreaking research and impactful applications. We are committed to fostering a collaborative environment where cutting-edge ideas are nurtured and transformed into tangible solutions. The ideal candidate possesses a deep understanding of neural networks, natural language processing, computer vision, and reinforcement learning, coupled with a passion for pushing the boundaries of what’s possible.

Key Responsibilities

• Lead the research and development of novel deep learning algorithms and models.
• Design and implement scalable deep learning architectures for various applications, including natural language processing, computer vision, and predictive analytics.
• Conduct rigorous experimentation and evaluation of models, ensuring robustness and accuracy.
• Collaborate with engineering teams to integrate AI models into production systems and platforms.
• Stay abreast of the latest advancements in AI research and translate them into practical solutions.
• Mentor junior researchers and engineers, fostering a culture of continuous learning and improvement.
• Publish research findings in top-tier academic conferences and journals.
• Contribute to the strategic direction of our AI initiatives.

Requirements

• Ph.D. or Master's degree in Computer Science, Artificial Intelligence, Machine Learning, or a related quantitative field.
• Proven track record of 5+ years in AI research and development, with a strong focus on deep learning.
• Expertise in deep learning frameworks such as TensorFlow, PyTorch, or Keras.
• Proficiency in programming languages like Python, with extensive experience in scientific computing libraries (NumPy, SciPy, Pandas).
• Deep understanding of various neural network architectures (CNNs, RNNs, Transformers, GANs).
• Experience with cloud platforms (AWS, Azure, GCP) and big data technologies.
• Excellent analytical, problem-solving, and critical thinking skills.
• Strong communication and interpersonal skills, with the ability to articulate complex technical concepts.
• Demonstrated ability to work effectively in a team-oriented, collaborative environment.

Benefits

• Our client offers a competitive compensation package commensurate with experience.
• Employees benefit from comprehensive health insurance, generous paid time off, and opportunities for professional development and continuous learning.
• We provide access to cutting-edge computational resources and a stimulating work environment that encourages innovation and creativity.
• Join our team in Johannesburg and be part of a company that values its employees and invests in their growth.
• This role includes opportunities for international travel to conferences and potential collaborations.
• We also offer performance-based bonuses and retirement savings plans.