Full-Stack AI Engineer
South Africa - Remote
R
A ZAR 660K-840K (estimate) Senior-level Full Time
Tasks
- Automate data labeling preprocessing and versioning
- Build ETL pipelines for data ingestion and transformation
- Build front end UIs for AI features
- Collaborate with data scientists to productionize prototypes
- Containerize ML services
- Deploy ML/LLM models
- Deploy to Kubernetes clusters
- Develop back-end services and microservices
- Document systems for reproducibility
- Ensure data privacy compliance
- Implement CI/CD pipelines
- Implement rate limiting and access control
- Integrate vector search for RAG
- Manage datasets in cloud data warehouses
- Monitor latency cost and model drift
- Secure API endpoints
- Wrap models in APIs for inference
Perks/Benefits
- N/A
Skills/Tech-stack
Airflow | Amazon Redshift | BigQuery | CI/CD | Dagster | Docker | Faiss | FastAPI | Flask | Hugging Face | JavaScript | Kubeflow | Kubernetes | MLOps | MLflow | Microservices | Next.js | Node.js | OpenAI | Pinecone | Prefect | PyTorch | Python | RAG | React | Retrieval-Augmented Generation | SQL | SageMaker | Snowflake | TensorFlow | TypeScript | Vertex AI | Vue.js | Weaviate | Weights and Biases
Education
N/A
Roles
AI Engineer | Engineer | Full Stack | Full Stack AI Engineer
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