Research Engineer - Audio Data Collection Job at Meta in Redmond
Meta - Redmond, Washington, United States
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Overview
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Overview
Research Engineer - Audio Data Collection Responsibilities
- Work with researchers to understand data needs and propose solutions to these needs.
- Work with data collection project and program managers to prioritize work.
- Take ownership and leadership on design, setup, and maintenance of data collection systems comprising software and hardware that handles many streams of multi-modal data.
- Design and implement tooling for data processing, visualization, and management.
- Data analysis with great attention to detail to identify future data quality improvements.
- Investigate novel data collection methods.
- Communication of progress including via posts, presentations, and meetings.
- Creation of documentation that enables more efficient use of data.
- Collaboration in a diverse team environment across multiple disciplines.
- Constant learning, diving into new areas with unfamiliar technologies, and embracing the ambiguity of AR/VR problem solving.
Minimum Qualifications
- Bachelor's degree or equivalent experience in Computer Science or a related field.
- 5+ years of relevant industry experience.
- 3+ years experience with Python.
- 3+ years experience working with large data collection systems and datasets for machine learning, including capturing, processing, annotating and storage.
- Experience working with audio including audio processing and acoustic datasets.
- Experience in communicating effectively with a broad range of stakeholders and collaborators, at different levels.
Preferred Qualifications
- MS in a relevant field such as Deep Learning, Machine Learning, Computer Vision, Computer Science, Statistics or equivalent work experience.
- Experience with audio signal processing and audio-visual machine learning.
- Experience with networking and shell scripting.
- Understanding of visual and other sensors (e.g. motion capture and IMU), with experience in sensor and camera calibration.
- Understanding of 3D mathematics, applied linear algebra and applied statistics.
- Experience with building models on speech or acoustic datasets, ideally with Pytorch.
For those who live in or expect to work from California if hired for this position, please click here for additional information.
About Meta
Meta builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps like Messenger, Instagram and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology. People who choose to build their careers by building with us at Meta help shape a future that will take us beyond what digital connection makes possible today-beyond the constraints of screens, the limits of distance, and even the rules of physics.
$139,000/year to $200,000/year + bonus + equity + benefits
Individual compensation is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base hourly rate, monthly rate, or annual salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base compensation, Meta offers benefits. Learn more about benefits at Meta.
Equal Employment Opportunity
Meta is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or other applicable legally protected characteristics. You may view our Equal Employment Opportunity notice here .
Meta is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, fill out the Accommodations request form .