UT, USA
2 days ago
Staff Data Scientist, Cloud AI
**About This Role** As a software engineer on the 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 or master’s degree in Computer Science, Computer Engineering, Data Science, Mathematics, Electrical Engineering or related field and 3-5 years of relevant experience + Strong analytical and problem-solving skills • Cloud Experience: o GCP (Vertex AI/Storage/Cloud Functions), AWS, Azure o Databases: SQL, NoSQL, Vector, Time Series, Graph o MLOps/DevOps: DVC, CML, GTO, Gitlab Pipelines + AI/ML Experience: o Data structures, curation, annotation, and pipelines o Model training, fine-tuning, and evaluation + Programming and Technical Proficiency: o Rust, C++, Python, Shell + Embedded Linux **Preferred** **Qualifications:** + Computer Vision: Classification, Object Detection, Segmentation, Tracking, Recognition, VLM, Pose, Vector Embeddings, Re-ID, OpenCV + ML frameworks: TensorFlow, PyTorch + Data Engineering: + FiftyOne, CVAT, Vertex AI, Label Studio + Data Visualization/Story Telling and Data Wrangling/Munging/Big Data + Transformers, LLMs, Knowledge Graphs + Multimedia pipelines: GStreamer, ffmpeg, mediapipe + Communication Protocols: gRPC, MQTT, WebRTC, Wi-Fi, Bluetooth + Experience working with secure, scalable, high-availability, low latency, and distributed solutions + Containerization and orchestration (Docker, Kubernetes) + Knowledge of RESTful APIs and microServicess architecture + JIRA and Confluence proficiency **_Here are some highlighted perks you should ask us about:_** + _Free daily lunch and drinks on site_ + _Paid holidays and flexible paid time away_ + _Employee/Friends/Family_ _Discounts_ + _Onsite health clinic, gym, gaming tables_ + _Medical/dental/vision/life_ _coverage & 24/7 Medical Hotline_ + _401(k) + Employer Match_ + _Employee Resource Groups_ **_WORKING_** **_CONDITIONS:_** _This job operates in a professional office environment. This role routinely uses standard office equipment such as computers, phones, photocopiers, filing cabinets and fax machines._ Vivint, an equal opportunity employer, does not consider any protected traits (e.g., race, creed, color, religion, gender, national origin, non-job-related disability, age, or any other protected trait) when hiring—under federal, state, and local laws. We are a drug-free environment. We do not conduct pre-employment drug screening; however, we do conduct random drug testing on site.
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