Machine Learning Data Scientist
Network Recruitment Johannesburg
This is your opportunity to work at the cutting edge of Generative AI, data engineering, and large-scale deployment, while collaborating with world-class teams to shape the future of intelligent systems.
Key Responsibilities:
- Develop & Enhance AI Models: Create, refine, and implement Generative AI systems and Retrieval-Augmented Generation (RAG) pipelines using frameworks like LangChain and Llama-Index.
- Data Engineering: Build scalable data workflows, manage ETL processes, and integrate both structured and unstructured data for AI-driven applications.
- Production Deployment: Deliver models into production, collaborating with DevOps to ensure performance across cloud and on-prem environments.
- Collaborate Across Teams: Work closely with Engineers, product owners, and business leaders to ensure AI solutions drive measurable value.
- Innovate & Research: Stay current with emerging architectures, frameworks, and methodologies, contributing to innovation and thought leadership.
Job Experience and Skills Required:
- Education:
- Degree in Computer Science, Data Science, Machine Learning, or a related field.
- Experience:
- 3+ years of professional experience in AI/ML, including at least 12 years in Generative AI.
- Practical experience with deep learning frameworks (TensorFlow and PyTorch) and generative AI libraries.
- Familiarity with cloud platforms (AWS, GCP, and Azure) and container technologies (Docker and Kubernetes).
- Skills:
- Strong programming ability in Python and SQL, plus experience with libraries like Pandas and NumPy.
- Solid understanding of machine learning algorithms, neural networks, and generative models.
- Knowledge of large-scale data storage (Hadoop, Spark, and Vector databases).
- Understanding of MLOps practices, including model lifecycle management, monitoring, and retraining.
Apply now!
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