Software Engineering
- Robust experience in Linux application development on both embedded and server platforms
- Proficiency in modern C++ (14/17/20)
- Solid Python experience for scripting, tooling, and service development
- Knowledge of distributed systems and message-bus architectures (e. g. , MQTT, Kafka)
- Hands-on experience with REST and gRPC API design and implementation.
- Familiarity with CI/CD workflows and tools such as GitHub Actions, CMake, Docker, and Kubernetes
- Strong unit testing skills using frameworks such as GTest and pytest
Video Analytics & Embedded AI
- Experience with GStreamer and custom plugin development for cross-platform.
- Understanding of inference runtimes such as ONNX Runtime, TensorRT, or OpenVINO
- Exposure to CV/AI workloads on edge hardware (NPU, GPU, DLA)
- Familiarity with RTSP and shared-memory buffer integrations
- Understanding of computer vision algorithms such as object detection, object tracking, and segmentation etc.
MLOps
- Experience with MLOps tools for model monitoring, issue detection, and retraining workflows




- Hands-on with MLflow for experiment tracking and model registry
- Knowledge of dataset versioning tools like DVC or equivalents
- Familiarity with observability tools such as Evidently, Grafana, and Prometheus
Nice to Have
- Experience with video analytics development.
- Experience developing custom Node-RED nodes or packaging flows.
- Background in physical security, VMS/NVR systems, or surveillance analytics
- Hands-on experience with Ambarella SoCs (CV25 / CV28 / CV72) and EazyAI / CVflow toolchains
- Understanding of advanced CV algorithms (e. g. , pose estimation, re-identification algorithms)
- Experience with Label Studio for annotation project setup and model-assisted labeling
- Integration experience with LLM/VLM models (e. g. , LLaVA, Qwen-VL) in real-time data pipelines or agent-based systems

Disclaimer: This job description has been sourced from a public domain and may have been modified by N

📌 Embedded Engr II (Bengaluru)
🏢 Sparta Systems
📍 Bengaluru