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Staff Data Engineer (Audio/ML)

The Walt Disney Company

Nicasio, CA

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JOB DETAILS
SALARY
$170,500–$228,600 Per Year
SKILLS
Amazon Simple Storage Service (S3), Apache Spark, Application Programming Interface (API), Artificial Intelligence (AI), Audio Data Formats, Audio Engineering, Cloud Computing, Computer Science, Continuous Improvement, Data Analysis, Data Cleaning, Data Management, Data Quality, Data Science, Data Sets, Data Structures, Develop Methodologies, Docker, FFmpeg, Machine Learning, Maintain Compliance, Management Strategy, Media Production, Metadata, Open Source, Performance Modeling, Performance Tuning/Optimization, Problem Solving Skills, Quality Assurance, Regulatory Compliance, Requirements Management, Sarbanes-Oxley Act (SOX), Signal Processing, Tableau, Training Data Sets, Trend Analysis, Voice Products
LOCATION
Nicasio, CA
POSTED
Today
The Skywalker Sound Development Group is seeking an experienced Data Engineer with a focus on Audio/ML to specialize in the creation, management, and optimization of data pipelines to support cutting-edge AI/ML research. This is a critical role in preparing high-quality datasets for the training, retraining, and evaluation of machine learning models tailored to immersive and multichannel audio applications.


As a Data Engineer (Audio/ML), you will focus on developing robust pipelines for processing complex media datasets, enabling AI/ML researchers to build transformative solutions for speech processing, style transfer, and source separation. Your work will directly contribute to creating innovative soundtrack workflows for global media production.


_This role is considered Hybrid, which means the employee will work 2-3 days onsite at our Nicasio, CA office and occasionally from home._


What You'll Do


+ Design, implement, and maintain scalable, automated data pipelines for the ingestion, preprocessing, and transformation of large-scale audio datasets.

+ Ensure pipelines support efficient model training and retraining workflows, enabling continuous improvement of AI/ML models.

+ Collaborate with AI/ML researchers to define data requirements and integrate feedback to improve data pipeline functionality.

+ Develop advanced preprocessing techniques for immersive and multichannel audio formats (e.g., Dolby Atmos, high-order ambisonics).

+ Automate data cleaning, normalization, and augmentation processes to prepare datasets for various model architectures, including foundational models and transformers.

+ Integrate external datasets and APIs while ensuring compliance with legal and ethical data usage standards.

+ Monitor and optimize pipeline performance to handle complex and dynamic data structures effectively.

+ Create tools and workflows for annotating, labeling, and curating datasets, including the use of active learning methods.

+ Perform exploratory data analysis to uncover trends, validate dataset quality, and identify data gaps.


What We’re Looking For


+ Master’s Degree with preference for PhD in Data Engineering/Science, Computer Science, Signal Processing, or a related field.

+ 8+years of experience in data engineering or data science with a focus on building pipelines for AI/ML applications.

+ Proficiency in Python, with expertise in data manipulation libraries such as Pandas, NumPy, and PyTorch’s data utilities.

+ Hands-on experience with audio processing libraries and tools (e.g., Librosa, FFmpeg, SoX) for handling complex audio formats.

+ Familiarity with scalable pipeline tools like GitLab, Apache Spark, Airflow, or Luigi, and experience with containerized workflows (Docker, Kubernetes).

+ Strong understanding of data pipeline requirements for model training, retraining, and evaluation in iterative research workflows.

+ Experience with immersive and multichannel audio formats.

+ Knowledge of cloud-based platforms and tools for storage and processing, such as AWS S3, Redshift, or Google BigQuery.

+ Strong problem-solving skills, with a proactive mindset for addressing evolving data challenges.


Preferred Qualifications


+ Experience integrating data pipelines with AI/ML workflows, including active learning and model retraining.

+ Familiarity with audio-specific datasets and metadata management strategies.

+ Knowledge of machine learning principles and how data quality impacts model performance.

+ Experience with distributed training pipelines and large-scale dataset processing.

+ Contributions to open-source projects or published research in the fields of data science or audio processing.

+ Experience with visualization tools (e.g., Tableau, Matplotlib) for quality assurance and exploratory data analysis.

+ Expertise in designing systems to support AI/ML model monitoring and retraining over time.


The hiring range for this position in Nicasio, CA is $170,500 to $228,600 per year. The base pay actually offered will take into account internal equity and also may vary depending on the candidate’s geographic region, job-related knowledge, skills, and experience among other factors. A bonus and/or long-term incentive units may be provided as part of the compensation package, in addition to the full range of medical, financial, and/or other benefits, dependent on the level and position offered.

Job ID: 10129825

Location: Nicasio,California

Job Posting Company: Lucasfilm
The Walt Disney Company and its Affiliated Companies are Equal Employment Opportunity employers and welcome all job seekers including individuals with disabilities and veterans with disabilities. If you have a disability and believe you need a reasonable accommodation in order to search for a job opening or apply for a position, email Candidate.Accommodations@Disney.com with your request. This email address is not for general employment inquiries or correspondence. We will only respond to those requests that are related to the accessibility of the online application system due to a disability.

About the Company

T

The Walt Disney Company

The Walt Disney Company is the global leader in high-quality entertainment and innovative technology. Begin a career that delivers unparalleled creative content and experiences to audiences around the world.
COMPANY SIZE
10,000 employees or more
INDUSTRY
Entertainment Venues and Theaters
WEBSITE
https://jobs.disneycareers.com

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