Product Engineer Midrand
Core
Design, build, and deploy scalable AI-powered products and automation solutions that address complex business challenges and deliver measurable value.
Role type
Mid-level AI Product Engineer
Builds
Production-ready AI solutions, intelligent applications, APIs, services, and data pipelines
Domain
Artificial Intelligence, Machine Learning, Generative AI, Financial Services/Banking
Deliverable
production ML models | product features | infrastructure
Required skills
Python, SQL, Machine Learning, Deep Learning, Large Language Models (LLMs), Prompt Engineering, Retrieval-Augmented Generation (RAG), Vector Databases, FastAPI, PyTorch, Hugging Face, Data Pipelines, ETL, Azure, AWS, Docker, CI/CD, Git, Linux
Preferred skills
Postgraduate qualification, Certifications in AI/ML/Product/Agile/Cloud, Experience in Financial Services/Insurance/Banking
Technologies
Python, SQL, FastAPI, PyTorch, Hugging Face, Azure, AWS, Docker, Git, Linux
Responsibilities
Design and develop AI-driven solutions; Build and maintain APIs, services, and data pipelines; Develop intelligent applications using ML and LLMs; Implement production-ready AI solutions; Create and optimize retrieval-based AI architectures; Evaluate and refine prompts and model outputs; Develop proof-of-concepts and MVPs; Build data ingestion and preparation processes; Establish monitoring frameworks for model performance; Ensure alignment with governance and security standards; Produce technical documentation and architecture designs.
Seniority
Mid-level, hands-on IC
