1. Software Engineering Strong experience in Linux application development on both embedded and server platforms Proficiency in contemporary 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 2. 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. 3. 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 Honeywell Technologies is a global, pure-play automation company with a legacy of innovating to help solve the world's most mission-critical challenges, enhancing the quality of life for people and communities around the world. We serve the building, industrial and process sectors with a broad portfolio of services, solutions and products, underpinned by our Honeywell Technologies Accelerator operating system and Honeywell Technologies Forge intelligence layer. By combining the deep domain expertise of our more than 50,000 employees with decades of data from our global installed base, we are uniquely positioned to lead the industrial sector's transition from automation to autonomy. Honeywell is an equal opportunity employer. Qualified applicants will be considered without regard to age, race, creed, color, national origin, ancestry, marital status, affectional or sexual orientation, gender identity or expression, disability, nationality, sex, religion, or veteran status.

📌 Embedded Engr II (Bengaluru)
🏢 Honeywell
📍 Bengaluru