AI Development Specialist
The
AI Development Specialist will lead the design, development, and deployment of scalable, production-grade AI solutions on Microsoft Azure. This role owns end-to-end delivery—from data ingestion and model development to deployment and operationalization—ensuring solutions are secure, reliable, cost-effective, and compliant with enterprise standards.
Responsibility:
- Design, develop, and deploy end-to-end AI solutions on Azure.
- Build and optimize retrieval-augmented generation (RAG) pipelines and prompt strategies.
- Translate business requirements into scalable AI architectures and technical designs.
- Implement event-driven and real-time data integrations using Azure services.
- Containerize applications and manage deployments across AKS, functions, and app service.
- Build and maintain CI/CD pipelines for automated testing and releases.
- Apply infrastructure as code (IaC) for consistent and repeatable deployments.
- Establish MLOps practices including model versioning, monitoring, and lifecycle management.
- Implement logging, telemetry, and observability for production systems.
- Optimize model performance, scalability, and cost efficiency.
- Ensure adherence to security, data governance, and responsible AI standards.
- Troubleshoot and resolve production issues across AI and data pipelines.
- Collaborate with data, engineering, and business teams to deliver solutions.
- Produce and maintain technical documentation, architecture diagrams, and runbooks.
- Stay current with emerging AI and Azure technologies and recommend improvements.
Qualifications and experience:- 7+ years of experience in software engineering and/or machine learning engineering.
- Minimum 3+ years delivering production AI solutions on Microsoft Azure.
- Proven track record of deployed solutions, including architecture documentation and operational runbooks.
- Strong experience in:
- RAG system design
- Prompt engineering
- Performance tuning and optimization
- Solid data engineering background and experience with secure integration patterns.
- Working knowledge of Responsible AI frameworks and regulatory compliance.
The reference number for this position is
NG61265 which is a
contract position based in
Johannesburg offering a salary of up to
R440 per hour negotiable on experience and ability. Contact Nokuthula at
e-merge.co.za or call her on
011 463 3633 to discuss this and other opportunities.
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Posted on 23 Apr 09:48, Closing date 22 Jun