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We are seeking a senior engineer who will serve as a Subject Matter Expert (SME) in video encoding/decoding, streaming protocols, and video processing technologies. This role involves designing and implementing solutions to verify AV quality by detecting anomalies such as pixelation, buffering, blurring, and other impairments in both live streaming and post-processing workflows. The engineer will also build systems that analyze device logs and vital stats (CPU, memory, network) to provide a comprehensive AV quality indicator.
Act as the SME for video streaming technologies, encoding/decoding standards, and related protocols.
Design and maintain AV quality verification systems for live and on-demand video streams.
Maintain and improve algorithms to detect anomalies like pixelation, buffering, blurring, and other visual/audio impairments.
Build solutions that correlate video quality metrics with device health indicators (CPU, memory, network stats).
Integrate machine learning models for automated anomaly detection and predictive analytics.
Create dashboards and reporting tools for end-to-end AV quality monitoring.
Collaborate with cross-functional teams to ensure optimal performance and scalability.
Troubleshoot and resolve complex issues related to AV quality and system health.
Skills & Experience We’re Looking For:
Develop, optimize, and maintain Python-based microservices for video ingestion, parsing, and analysis.
Build and manage containerized workloads using Docker and deploy them on Kubernetes clusters.
Design scalable architectures for real-time or batch video processing pipelines.
Integrate video analysis outputs with APIs, data stores, and downstream systems.
Troubleshoot performance bottlenecks in pipelines and model inference.
Operationalizing services by implementing monitoring, logging, and alerting for services.
Familiarity with ML model deployment on Kubernetes (Kubeflow, MLflow, BentoML).
hackajob is partnering with Comcast to fill this position. Create a profile to be automatically considered for this role—and others that match your experience.