ob Summary:
The Audio Processing Specialist plays a crucial role in ensuring the effective ingestion processing and analysis of audio files across various formats. This position requires a deep understanding of audio signal processing familiarity with multiple audio formats and the ability to optimize systems for both realtime and batch processing scenarios.
Responsibilities:
- Audio Format Expertise: Demonstrate expertise in a wide range of audio formats including but not limited to WAV MP3 FLAC AAC AIFF and OGG. Understand the nuances of each format and their implications for processing and analysis.
- Signal Processing Mastery: Apply advanced signal processing techniques to enhance audio quality reduce noise and extract meaningful information from audio signals. Utilize methods such as filtering equalization compression and spectral analysis.
- Realtime vs Batch Processing: Understand the differences between realtime and batch processing and optimize systems accordingly. Implement efficient algorithms and workflows to handle audio processing tasks in both scenarios.
- System Optimization: Collaborate with software engineers and developers to optimize audio processing systems for performance and scalability. Identify bottlenecks and implement solutions to ensure smooth ingestion processing and analysis of audio data.
- Format Conversion: Develop algorithms and tools for seamless conversion between different audio formats while preserving quality and fidelity. Handle challenges such as sample rate conversion channel mapping and codec compatibility.
- Quality Assurance: Conduct rigorous testing and validation of audio processing pipelines to ensure accuracy reliability and consistency. Implement quality control measures to detect and address errors or anomalies in processed audio data.
- Realtime Processing Implementation: Design and implement realtime audio processing systems capable of handling live audio streams with minimal latency. Optimize algorithms and workflows for efficient realtime performance.
- Batch Processing Automation: Develop automated batch processing workflows for largescale audio data processing tasks. Utilize batch processing frameworks and tools to streamline data ingestion processing and analysis pipelines.
- Performance Monitoring and Tuning: Monitor system performance metrics and finetune processing parameters to optimize resource utilization and throughput. Continuously improve system efficiency and scalability.
- Documentation and Knowledge Sharing: Document audio processing workflows algorithms and best practices for internal reference and knowledge sharing. Provide guidance and support to team members on audio processingrelated topics.
Requirements:
- Bachelors degree in Electrical Engineering Computer Science Audio Engineering or a related field. Masters degree preferred.
- Strong background in audio signal processing with practical experience in applying signal processing techniques to audio data.
- Proficiency in programming languages such as Python MATLAB or C for algorithm development and implementation.
- Indepth understanding of audio formats codecs sampling theory and digital audio principles.
- Experience with realtime audio processing frameworks such as JACK PortAudio or Audio Unit.
- Familiarity with batch processing frameworks such as Apache Spark Hadoop or Airflow.
- Excellent problemsolving skills and attention to detail.
- Strong communication and collaboration skills with the ability to work effectively in a team environment.
- Prior experience in audio processing digital signal processing or related fields is highly desirable.
Requirements
- Bachelors degree in Electrical Engineering Computer Science Audio Engineering or a related field. Masters degree preferred.
- Strong background in audio signal processing with practical experience in applying signal processing techniques to audio data.
- Proficiency in programming languages such as Python MATLAB or C for algorithm development and implementation.
- Indepth understanding of audio formats codecs sampling theory and digital audio principles.
- Experience with realtime audio processing frameworks such as JACK PortAudio or Audio Unit.
- Familiarity with batch processing frameworks such as Apache Spark Hadoop or Airflow.
- Excellent problemsolving skills and attention to detail.
- Strong communication and collaboration skills with the ability to work effectively in a team environment.
- Prior experience in audio processing digital signal processing or related fields is highly desirable.
Required Experience:
Unclear Seniority