Software Engineer II - AI & Data Engineering
USD 139K-250K (estimate) Senior-level Full Time
Tasks
- Build ETL ELT pipelines for structured unstructured datasets
- Build develop fine tune LLM powered applications
- Build optimize Python APIs microservices backend services
- Build real time data processing pipelines with streaming
- Create embeddings and vector search architectures
- Design deploy fine tune AI ML models
- Develop inference systems
- Document architecture decisions technical workflows engineering standards
- Ensure reliability scalability security cost optimization
- Implement MLOps workflows and deployment automation
- Implement rag pipelines
- Perform data transformation cleansing validation quality frameworks
- Use hyperparameter tuning model versioning monitoring
Perks/Benefits
- N/A
Skills/Tech-stack
AWS SageMaker | Apache Airflow | Apache Spark | CI/CD | Cloud Pub/Sub | DBT | Databricks | Docker | Embeddings | Google Cloud | Google Cloud Pub/Sub | Google Vertex | Google Vertex AI | Hugging Face | Hyperparameter Tuning | Inference Optimization | Kafka | Kinesis | Kubernetes | LoRA | MLOps | MLflow | Model Monitoring | NumPy | PEFT | Pandas | Pub/Sub | PyTorch | Python | QLoRA | Quantization | RAG | SQL | Scikit-learn | TensorFlow | Vector Search | Vertex AI | Weights and Biases
Education
Roles
Engineer | Engineer II | Software Engineer | Software Engineer II
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