Full-Stack AI Engineer
A ZAR 660K-780K (estimate) Senior-level Full Time
Tasks
- Automate data preprocessing and labeling
- Build ETL pipelines
- Build front-end user interfaces
- Build retrieval-augmented generation pipelines
- Collaborate with data science teams
- Containerize services
- Deploy machine learning models
- Deploy to Kubernetes
- Develop back end microservices
- Document systems for reproducibility and knowledge transfer
- Ensure data privacy compliance
- Fine-tune LLM models
- Implement CI/CD pipelines
- Implement rate limiting and access control
- Implement vector search
- Integrate models with APIs
- Manage datasets in cloud warehouses
- Monitor model performance and drift
- Secure API endpoints
Perks/Benefits
Skills/Tech-stack
Access Control | Airflow | Amazon Redshift | BigQuery | CI/CD | Dagster | Docker | ETL | Faiss | FastAPI | Flask | GDPR | HIPAA | Hugging Face | JavaScript | Kubernetes | ML model monitoring | MLOps | MLflow | Microservices | Model Monitoring | Next.js | Node.js | OpenAI | Pinecone | Prefect | PyTorch | Python | Rate Limiting | React | Retrieval-Augmented Generation | SOC 2 | SQL | Secure APIs | Snowflake | TensorFlow | TypeScript | Vector Databases | Vue.js | Weaviate | Weights and Biases
Education
N/A
Roles
AI Engineer | Engineer | Full Stack | Full Stack AI Engineer | Software Engineer
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