Full-Stack AI Engineer
South Africa - Remote
R
A ZAR 720K-860K (estimate) Senior-level Full Time
Tasks
- Automate data preprocessing and labeling
- Build CI/CD pipelines
- Build ETL pipelines
- Build inference APIs
- Containerize services
- Deploy machine learning and LLM models
- Deploy to Kubernetes
- Design and optimize RAG pipelines
- Design scalable APIs
- Develop back-end services and microservices
- Develop front-end interfaces for AI features
- Document workflows and APIs
- Ensure AI system security and compliance
- Implement authentication and access controls
- Implement observability and monitoring
- Implement vector search and retrieval
- Monitor system health and inference latency
- Orchestrate data pipelines
- Productionize models with product and engineering teams
Perks/Benefits
Skills/Tech-stack
API Security | Access Control | Airflow | Amazon Redshift | Authentication | BigQuery | CI/CD | ChromaDB | Dagster | Datadog | Docker | ETL | Faiss | FastAPI | Flask | GDPR | HIPAA | Hugging Face | JavaScript | Kubernetes | MLflow | Next.js | Node.js | OpenAI | Pinecone | Prefect | Prometheus | PyTorch | Python | React | Retrieval-Augmented Generation | SOC 2 | SQL | Snowflake | TensorFlow | TypeScript | Vector Search | Vue.js | Weaviate | Weights and Biases
Education
N/A
Roles
AI Engineer | Engineer | Full Stack | Full Stack AI Engineer
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