Sr. Software Engineer, Embedded AI
NRG Energy
- Lehi, Utah, United States
- Lehi, Utah, United States
À propos
* Build multi-modal pipelines and features that integrate vision, audio, radar, text, and other inputs for high-accuracy AI customer experiences. * Optimize and deploy AI model applications for constrained environments, including benchmarking on hardware. * Collaborate cross-functionally with cloud, mobile, QA, product, UX, and hardware teams to ship AI-powered experiences at scale. * Serve as a technical mentor and system owner, influencing team strategy, reviews, and roadmap prioritization. * Develop tools and frameworks to support model evaluation, A/B testing, and automated performance monitoring across both cloud and edge environments.
Required Qualifications * Bachelor's or Master's in Computer Engineering, Computer Science, Electrical Engineering, or similar * 5+ years of hands-on experience in embedded software and/or applied machine learning in production * Proven ability to design and deploy real-time systems on embedded Linux (or RTOS) * Highly Proficient in C++, Rust, and Python in production environments * Experience with AI model lifecycle: training, conversion (ONNX, TensorRT, TFLite), quantization, and pruning * Knowledge of cloud platforms (GCP, AWS, Azure) and edge-cloud coordination * Solid understanding of system-level design, debugging, and performance tuning
Preferred Qualifications * Computer Vision & ML: Classification, Detection, Tracking, Recognition, LLM/VLM integration, Pose Estimation, Vector Embeddings * Multi-modal ML and Sensor Fusion: visual, audio, radar, and text data * Model Optimization: Post-training quantization, pruning, distillation, benchmarking on NPUs/DSPs/ASICs * Media & Signal Processing: GStreamer, FFmpeg, MediaPipe, OpenCV * Communication Protocols: MQTT, gRPC, Bluetooth, Wi-Fi, WebRTC * DevOps: CI/CD (GitLab), versioning, monitoring * Containerization: Docker, Kubernetes * Security & Privacy: Secure boot, data encryption, firmware signing * Databases: Vector DBs, Time-Series, Graph-based Knowledge Systems * Collaboration Tools: JIRA, Confluence, Slack, Teams
NRG Energy is committed to a drug and alcohol-free workplace. To the extent permitted by law and any applicable collective bargaining agreement, employees are subject to periodic random drug testing, and post-accident and reasonable suspicion drug and alcohol testing. EOE AA M/F/Protected Veteran Status/Disability. Level, Title and/or Salary may be adjusted based on the applicant's experience or skills. EEO is the Law Poster(The poster can be found athttp://www.eeoc.gov/employers/upload/poster_screen_reader_optimized.pdf) Official description on file with Talent.
Compétences linguistiques
- English
Avis aux utilisateurs
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