Website:
itfirm.co.za
Job details:
Job Description
We are seeking a highly skilled AI/ML Engineer with a strong background in AI and Generative AI Architecture. The ideal candidate must have a proven track record of designing and implementing AI solutions that drive business value.
Key Responsibilities
- Design, develop, and deploy AI/ML models and AI agents across cloud platforms (AWS-primary, GCP, Azure)
- Architect and implement Generative AI systems for real-world use cases
- Collaborate with product, engineering, and customer teams to define AI-driven solutions
- Conduct model training, validation, A/B testing, and optimization
- Participate in technical discussions and provide thought leadership in AI/ML strategy
- Ensure responsible AI practices, including data privacy, bias mitigation, and explainability
- Perform solution architecture validations for LLMs
- Put Generative AI models into production (GenAIOps)
Tech Stack & Requirements
- Experience developing and deploying AI applications in AWS, GCP, and Azure
- At least 3 years of experience putting ML models into production, with at least one live AI agent built
- 2+ years in AI development; experience with AWS Sagemaker, Bedrock, Q, Transcribe, Polly, or Google Cloud AI ML Services (Vertex, Gemini, AutoML) is preferred
- Familiarity with MLOps tools (SageMaker, Vertex AI, MLflow, Kubeflow)
- Strong understanding of LLMs, NLP, and Generative AI frameworks (LangChain, LangGraph, Hugging Face, CrewAI, RAG)
- Proficiency in Python and ML libraries (TensorFlow, PyTorch, Scikit-learn)
- Strong software engineering skills and experience with APIs
- Experience with senior stakeholder management and strong communication skills
Preferred Qualifications
- Experience building Agentic AI systems or autonomous AI agents
- Exposure to real-time inference, edge AI, or multi-modal AI applications
- Contributions to open-source AI/ML projects or publications
- Certifications in cloud platforms or ML specializations
(ref:hirist.tech)
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