Data Scientist ( AI Specialist

Position: Data Scientist ( AI Specialist )
Location: Bellville

* Collaborate with data engineering/analyst teams to ensure the availability and quality of data needed for model training and validation.
* Design and maintain scalable data pipelines to handle large volumes of structured and unstructured data.
* Perform ETL tasks with to create optimal data-warehousing structures (Dimensional modelling) for optimal storage, ease of use and maintainability.
* Integrate data from various sources and ensure its proper storage, transformation, and accessibility.
* Deploy AI and generative AI models in production environments, ensuring they meet performance, scalability, and reliability requirements.
* Work with Dev Ops teams to automate the deployment and monitoring of AI models.
* Optimize model inference for performance and cost efficiency in cloud and on-premises environments.
* Collaborate with cross-functional teams, including data scientists, engineers, product managers, and business stakeholders, to align AI solutions with business objectives.
* Communicate complex AI concepts and findings to non-technical stakeholders.
* 3+ years of experience in AI, with a focus on Generative AI (1-2 years).
* Proven experience in data engineering, including data pipeline development, ETL processes, and database management.
* Hands-on experience with deep learning frameworks (e.g., Tensor Flow, PyTorch) and Generative AI frameworks.
* Experience with cloud platforms (e.g., AWS, GCP, Azure) and containerization technologies (e.g., Docker, Kubernetes).
* Proficiency in programming languages such as Python, SQL, and familiarity with data manipulation libraries (e.g., Pandas, Num Py).
* Strong knowledge of machine learning algorithms, neural networks, and generative models.
* Experience with data storage solutions (e.g., Hadoop, Spark, Vector databases).
* Knowledge of MLOps practices, including model versioning, monitoring, and retraining
* A proactive attitude with a passion for learning and innovation.
* Excellent communication and teamwork abilities.
* Strong problem-solving and analytical skills.

All appointments will be made in line with First Rand Group’s Employment Equity plan. The Bank supports the recruitment and advancement of individuals with disabilities. In order for us to fulfill this purpose, candidates can disclose their disability information on a voluntary basis. The Bank will keep this information confidential unless we are required by law to disclose this information to other parties.

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