Full-Stack AI Engineer
A ZAR 660K-780K (estimate) Senior-level Full Time
Tasks
- Apply rate limiting and API security best practices
- Automate data preprocessing labeling validation and versioning
- Build CI CD pipelines for applications and model deployments
- Build ETL pipelines for structured and unstructured data
- Build back end services and microservices for AI workloads
- Build inference APIs
- Containerize services with Docker
- Deploy and integrate machine learning and LLM models
- Deploy workloads to Kubernetes
- Design and optimize RAG pipelines
- Design and secure scalable APIs
- Develop React Next.js or Vue front end interfaces for AI features
- Document workflows APIs and infrastructure
- Ensure compliance with GDPR HIPAA and SOC 2
- Implement observability and monitoring dashboards
- Implement secure authentication and access controls
- Implement vector search and retrieval systems
- Monitor system uptime inference latency and costs
- Orchestrate AI data pipelines
- Productionize models and prototypes
- Store and manage datasets in cloud data warehouses
Perks/Benefits
Skills/Tech-stack
API Security | Access Control | Airflow | Amazon Redshift | Authentication | BigQuery | CI/CD | ChromaDB | Dagster | Databases | Datadog | Docker | ETL | Embeddings | Faiss | FastAPI | Flask | GDPR | HIPAA | Hugging Face | JavaScript | Kubernetes | Language Models | Large Language Models | MLOps | MLflow | Machine Learning | Next.js | Node.js | OpenAI | Pinecone | Prefect | Prometheus | Prompt engineering | 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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