Agentic AI Engineer
Summary
Build and deploy AI agents and autonomous workflows using Python, RAG, and LangChain to automate business processes and integrate enterprise systems like CRM and ERP.
Red Ember Recruitment (PTY) Ltd | Permanent
Agentic AI Engineer
Johannesburg, South Africa | Posted on 06/07/2026
Red Ember Recruitment is recruiting an experienced Agentic AI Engineer for our client. This is an exciting opportunity for a highly skilled AI professional to lead the design, implementation, and integration of cutting-edge AI solutions that drive business transformation.
The successful candidate will play a key role in embedding Artificial Intelligence into business operations by developing AI agents, intelligent workflows, automation solutions, and enterprise integrations that improve productivity, enhance decision-making, and create measurable commercial value.
AI Enablement
- Identify and implement high-impact AI use cases across the business.
- Drive AI adoption and embed AI into day-to-day business operations.
- Support the roll-out and optimisation of AI platforms and tools.
- Facilitate AI training sessions and user adoption initiatives.
AI Agent Development
- Design, build, and deploy AI agents and autonomous workflows.
- Create multi-agent workflows to automate complex business processes.
- Monitor, optimise, and maintain AI agent performance.Design scalable AI solutions aligned with business requirements.
- Develop secure API integrations and micro services.
- Build production-ready AI applications and proof-of-concept solutions.
- Ensure solutions follow best practices for scalability, security, and maintainability.
Process Optimisation & Automation
- Analyse business processes and identify automation opportunities.
- Improve workflows through AI-driven automation.
- Measure business improvements and operational efficiencies.
Knowledge & Data Solutions
- Develop AI-powered knowledge management systems.
- Implement Retrieval-Augmented Generation (RAG) solutions.
- Improve access to organisational knowledge and documentation.
- Develop AI-driven sales and customer insights.
- Support predictive analytics, forecasting, and lead scoring.
- Integrate AI into CRM and commercial workflows.
Governance & Responsible AI
- Ensure compliance with data privacy and AI governance standards.
- Maintain AI documentation and governance records.
- Promote responsible and ethical AI implementation.
Requirements
Qualifications
Bachelor's Degree in:
Computer Science.
Software Engineering.
Information Systems.
Analytics.
Experience
Minimum 5 years' experience in:
Software Engineering.
Automation.
Systems Integration.
- Proven experience implementing AI solutions in a commercial environment.
- Experience integrating enterprise systems using APIs and micro services.
- Ability to translate business requirements into scalable technical solutions.
Technical Skills
Programming Languages
- Python
- C#
- TypeScript
- SQL
AI Technologies
- OpenAI APIs.
- Prompt Engineering.
- Retrieval-Augmented Generation (RAG)
- AI Agents & Agentic Workflows.
Development & Integration
- REST APIs.
- Git.
- Database Design.
Experience working with:
- Microsoft 365.
- Microsoft Graph API.
- Power Platform.
- CRM systems.
- ERP systems.
- NetSuite.
- Workflow Automation Platforms.
- Business Intelligence Platforms.
- LangChain.
- Semantic Kernel.
- Predictive Analytics.
- Process Mining.
- SaaS platforms.
Core Competencies
- Strong analytical and problem-solving skills.
- Systems thinking.
- Strong communication and interpersonal skills.
- Ability to translate technical concepts for business users.
- Innovative mindset with a passion for emerging technologies.
- Ability to manage multiple projects in a fast-paced environment
- Results-oriented with a strong focus on execution.