Automotive - Automotive Technician Gauteng CONTRACT Job Summary ROLE & RESPONSIBILITIES: * Define and build agentic system architectures that leverage Amazon Bedrock AgentCore and agent frameworks to enable multi-step reasoning and automated workflows. * Lead technical strategy for model selection, fine-tuning, and inference, advising on cost vs. performance tradeoffs. * Design and implement containerized deployment standards using Docker and Kubernetes to ensure consistent, scalable, and fault-tolerant ML operations. * Architect secure, low-latency networking for model-to-service and service-to-service communication across * private and public networks. * Perform systems-level performance engineering: select appropriate compute accelerators, run load and stress * tests, and conduct capacity planning for production readiness. * Establish and operate MLOps and GenAI Ops practices, including CI/CD pipelines, model versioning, and * deployment automation. * Implement observability, logging, monitoring, and incident response for production AI systems to ensure * operational excellence. * Own end-to-end system design for AI workloads: data pipelines, model training, inference, orchestration, and * lifecycle management. * Integrate foundation models into enterprise RAG and tool-use pipelines, enabling complex, real-world use * cases. * Provide technical leadership and mentorship to engineers and stakeholders on architecture, best practices, and * operational standards. QUALIFICATIONS/EXPERIENCE: * Appropriate academic qualitfication such as Computer Science, Engineering or Statistics * Demonstrated track record delivering large-scale AI solutions for enterprise customers, including end-to-end * ownership of architecture, operations, and stakeholder engagement. Submit your CV to: and Subject line Role title

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