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Embedded CV​/ML Engineer

Job in Sacramento, Sacramento County, California, 95828, USA
Listing for: SGS Consulting
Full Time position
Listed on 2026-10-18
Job specializations:
  • Software Development
    AI Engineer (Applied/Software), Machine Learning/ ML Engineer, C++ Developer, Software Engineer
Salary/Wage Range or Industry Benchmark: 120000 - 180000 USD Yearly USD 120000.00 180000.00 YEAR
Job Description & How to Apply Below
Job Responsibilities

Design and deploy high-performance computer vision and machine learning pipelines directly onto resource-constrained edge hardware.

Optimize concurrent ML workloads to maximize throughput and minimize latency when running multiple edge-AI features simultaneously.

Integrate edge-AI algorithms seamlessly within the Android camera framework and multimedia subsystems.

Collaborate across software and hardware teams to bridge low-level camera sensor subsystems with on-device neural processing units (NPUs).Profile and optimize memory footprint, power consumption, and execution timing to meet strict on-device performance constraints.

Skills

Proficiency in Python, and C and C++ for low-level software development and optimization.

Experience with machine learning frameworks optimized for edge deployment, such as Tensor Flow Lite, ONNX Runtime, or PyTorch Edge.

Familiarity with the Android platform stack, specifically regarding multimedia or camera subsystem integration.

Solid understanding of computer vision fundamentals, digital signal processing (DSP), or basic camera architectures.

Previous AI experience.

Hands-on experience developing within the Android camera framework to control, process, route, and transform real-time image streams.

Experience with model optimization techniques such as quantization, pruning, and hardware-specific compilation for NPUs, GPUs, or DSPs.Background in developing low-latency algorithms for real-time edge applications (e.g., biometric verification, image restoration, or on-device language processing).Familiarity with hardware-constrained vision pipelines, including specialized sensor integration and multi-threaded concurrency models.

Hands-on experience debugging low-level software utilizing hardware profiling tools to isolate memory bottlenecks and scheduling conflicts.

Former MAANG experience.

Education/Experience

Bachelor's degree in Computer Science, Electrical Engineering, Computer Engineering, or a related technical field, or equivalent practical experience.

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