AI Engineer II - Blue Ring
Core
Building intelligent ground systems for satellite fleet operations, including multi-agent monitoring, conversational knowledge retrieval, and ML-driven anomaly detection.
Role type
Mid-level AI/ML engineer (satellite operations)
Builds
Agent tooling, RAG knowledge pipelines, telemetry ML models, and production AI services for satellite operators
Domain
Aerospace / Satellite Operations / AI
Deliverable
production ML models | product features
Required skills
Python, AI/ML frameworks (PyTorch/TensorFlow), LLM application development, RAG pipeline construction, time-series data processing, anomaly detection, cloud platforms (AWS), containerization (Docker), CI/CD, data structures, algorithms
Preferred skills
AWS Bedrock/SageMaker, Databricks, vector databases, time-series ML architectures (RNNs/LSTMs/Transformers), multi-agent system frameworks, spacecraft operations knowledge, infrastructure-as-code (Terraform), Kubernetes, real-time streaming (Kafka/Kinesis), reinforcement learning
Technologies
Python, PyTorch, TensorFlow, AWS, Docker, Kafka, Kinesis, Terraform, Kubernetes, Pinecone, pgvector, FAISS
Responsibilities
Implement and test agent components for telemetry analysis and anomaly detection; Build and maintain RAG pipeline components including document ingestion and vector indexing; Prepare and transform spacecraft telemetry data for ML model training; Develop model evaluation scripts and metrics tracking; Deploy and maintain containerized AI services using AWS infrastructure; Contribute to audit trail, observability systems, and incident response
Seniority
Mid-level, hands-on IC
