Sr Software Engineer, AI Engineer

AI Engineer

At NRG, we're driven by our passion to create a smarter, cleaner and more connected future. Vivint Smart Home, an NRG owned company, is a leading smart home company in the United States, dedicated to redefining the home experience with intelligent products and services. Join the Smart Home team to create smarter, safer and more sustainable homes.

About This Role As an AI Engineer on the Camera AI team, you will work alongside a group of talented and collaborative engineers to create practical AI solutions that significantly enhance home protection, provide valuable insights, and increase daily convenience. Our pioneering, fully integrated smart home ecosystem provides a unique platform to develop groundbreaking experiences in computer vision, sensor fusion, and advanced machine learning applications.

Your key responsibilities will encompass:

• Lead the design and development of high-quality, scalable AI features and products, focusing on customer benefits and technical excellence.
• Collaborate closely with cross-functional teams (embedded, apps, platform, QA, product, and UX) to successfully deploy AI solutions to our large customer base.
• Create, test, and refine advanced machine learning models, optimizing them for both edge and cloud environments.
• Develop comprehensive pipelines for data management, including curation, visualization, annotation, and model training processes.
• Continuously monitor and maintain the performance of AI features in production, ensuring ongoing customer value and discover iterative improvements.

Required Qualifications:

Bachelor's, Master's, PhD in Data Science, Mathematics, Computer Science, Computer Engineering, Electrical Engineering or related field and 3-5 years of relevant experience Strong analytical and problem-solving skills AI/ML

Experience:

Computer vision Data structures, curation, annotation, and pipelines o Model training, fine-tuning, and evaluation Programming and Technical Proficiency:
Rust, C++, Python, Shell, Embedded Linux, Git

Preferred Qualifications:

Computer Vision:
Classification, Object Detection, Segmentation, Tracking, Recognition, VLM, Pose, Vector Embeddings, Re-, OpenCV ML frameworks:
Tensor Flow, PyTorch Data Engineering:
Fifty One, CVAT, Vertex AI, Label Studio Data Visualization/Story Telling and Data Wrangling/Munging/Big Data MLOps/Dev Ops: DVC, CML, GTO, Gitlab Pipelines Cloud: GCP (Vertex AI/Storage/Cloud Functions), AWS, Azure Databases: SQL, No

SQL, Vector, Time Series, Graph Transformers, LLMs, Knowledge Graphs Multimedia pipelines: GStreamer, ffmpeg, mediapipe Edge computing, Embedded Systems, and IoT Devices Model compression techniques Image, Audio, Radar, Signal Processing Communication Protocols: gRPC, MQTT, WebRTC, Wi-Fi, Bluetooth Experience working with secure, scalable, high-availability, low latency, and distributed solutions JIRA and Confluence proficiency