facebook research scientist infrastructure
Love your job. Katsavounidis and others also announced short updates and research highlights at the recent Video@Scale event on October 22 and will be following up on their energy-efficiency research during the 2021 Picture Coding Symposium. 45 Facebook Operations research scientist jobs, including salaries, reviews, and other job information posted anonymously by Facebook Operations research scientist employees. This allows different encoders, using even different coding standards, such as AVC, VP9, and AV1, to be compared and prioritized for videos of varying popularity. 199 Facebook Research Scientist jobs, including salaries, reviews, and other job information posted anonymously by Facebook Research Scientist employees. Click below to apply. Experience with machine learning libraries and packages such as PyTorch, Caffe2, TensorFlow, Keras or Theano, Debut is available to download in the iOS App Store & Google Play Store. KEY NOT FOUND: ei.filter.lock-cta.message, 9 Attention-Grabbing Cover Letter Examples, 10 of the Best Companies for Working From Home, The Top 20 Jobs With the Highest Satisfaction, 12 Companies That Will Pay You to Travel the World, 7 Types of Companies You Should Never Work For, How to Become the Candidate Recruiters Can’t Resist, 11 Words and Phrases to Use in Salary Negotiations, 10 High-Paying Jobs With Tons of Open Positions, Negotiating Over Email? Learn how to enable cookies. Experience with Machine Learning, Statistics, or other data analysis tools and techniques, 3. Copyright © 2008–2020, Glassdoor, Inc. "Glassdoor" and logo are registered trademarks of Glassdoor, Inc. Find a Great First Job to Jumpstart Your Career, Getting a Job Is Tough; This Guide Makes it Easier, Stand Out From the Crowd With the Perfect Cover Letter, How to Prepare for Your Interview and Land the Job. An important constraint in their work is that both of these tasks need to be performed with the highest compute efficiency possible, given the billion-scale of Facebook and Instagram videos. With Katsavounidis’s quality keynote at the Video @Scale 2019 event, the team introduced the concept of compute-efficiency/compression-efficiency convex hull. “We are proud to be Platinum sponsors of this flagship conference,” says Katsavounidis. Build pragmatic, scalable, and statistically rigorous solutions to large-scale web, mobile and data infrastructure problems by leveraging or developing state-of-the-art statistical and machine learning methodologies on top of Facebook's unparalleled data infrastructure, 2. Experience performing data extraction, cleaning, analysis and presentation for medium to large datasets, 1. Experience working with distributed computing tools (Hadoop, Hive, Spark, etc. All updates will be posted to our blog. Among these special session papers were four contributions from two different teams at Facebook: “All these papers, but also others presented at SPIE, represent major steps toward our goal to secure the highest possible video quality for Facebook videos within the constraints of our data center power and physical capacity,” says Katsavounidis. “Attendees reacted positively to the prerecorded video presentations of each paper, and we received a lot of engagement that still continues today.”. Glassdoor will not work properly unless browser cookie support is enabled. We are applied quantitative and computational experts using math, statistics and machine learning to measure & optimize cost, performance, reliability and efficiency of Facebook's infrastructure & global telecom systems to deliver the best experience to our global audience. Filter your search results by job function, title, or location. The Infrastructure Quantitative Engineering group is responsible for the strategic analysis to support and enable the continued growth critical to Facebook's infrastructure organization. Learn more about remote work opportunities at Facebook: fb.careers/remote. Job listing for a Research Scientist, Economics and Policy Research at in New York, NY. By clicking or navigating the site, you agree to allow our collection of information on and off Facebook through cookies. Experience with machine learning libraries and packages such as PyTorch, Caffe2, TensorFlow, Keras or Theano, 3. Identifies appropriate tools and methods to provide a simple and effective solution to problems, 5. Facebook Video@Scale 2019 and SPIE 2020 Experience with scientific computing and analysis packages such as NumPy, SciPy, Pandas, Scikit-learn, dplyr, or ggplot2, 10. We recommend downloading our app and letting us know your career preferences. Connecting the world takes every one of us. Save Job 8d 8 days ago. Currently has, or is in the process of obtaining, a Bachelors, Master's or PhD degree (or equivalent) in a quantitative field (e.g.
165 Facebook Research Scientist jobs, including salaries, reviews, and other job information posted anonymously by Facebook Research Scientist employees. The Facebook Video Quality and Research team plans to continue engagement efforts at the 2021 Picture Coding Symposium, as well as at SPIE and ICIP 2021. The ideal candidate will be passionate about Facebook, have strong analytical and modeling aptitude and has experience using data to drive cost effective decision making.This is a 12 week summer internship opportunity in London, June - September 2021, 1.
Work cross-functionally to define problem statements, collect data, build analytical models and make recommendations, 3. In the realm of video infrastructure, the Facebook Video Quality and Research team works on technology challenges that come from implementing videos at a large scale. The team is continuing to conduct research in this space and share results with the academic community. Get hired. Research Data Scientist, Intern - Infrastructure Strategy. ... Engineering group is responsible for the strategic analysis to support and enable the continued growth critical to Facebook's infrastructure organization. To help personalize content, tailor and measure ads, and provide a safer experience, we use cookies. Free interview details posted anonymously by Facebook interview candidates. Working at Facebook means impacting billions of people around the world each day. ), 7 of the Best Situational Interview Questions. Build and maintain data driven optimization models, experiments, forecasting algorithms, and machine learning models, 4. Apply via job board ... reliability and efficiency of Facebook's infrastructure & global telecom systems to deliver the best experience to our global audience. There were a total of 18 papers, covering all aspects of video processing, including video quality metrics, video encoders, and software and hardware architectures. Experience with statistics methods such as forecasting, time series, hypothesis testing, classification, clustering or regression analysis, 11. Please try again. Python, R, Java, or C++), 9. We have a top team of engineers and researchers in video infrastructure, some coming from industry and some straight from PhD programs in the field of video processing at top research universities. The information provided is from their perspective. Apply here! Here’s Exactly What to Write to Get Top Dollar, How To Follow Up After an Interview (With Templates! At the most recent SPIE Applications of Digital Image Processing conference, which took place online in August 2020, Ioannis invited researchers from industry and academia to contribute to a special session on energy-efficient video processing. For all the conferences that Facebook sponsors, be sure to check our Events page. FAIR researchers work from our offices around the globe: Menlo Park, CA, New York City, Seattle, WA, Montreal, Canada, Paris, France. We’re delighted to have you as part of our community, You can easily save, track and manage your applications from your dashboard on the web and you can continue on the app once logged in. Latinx and Hispanic Heritage Month is a moment to celebrate and honor the Latinx community, elevate diverse voices, provide support and share stories of resilience. #RootedInResilience, Build with us, from where you are. To learn more about the Video Quality and Research team’s contributions to the field so far and where to find their research, we talked with Ioannis Katsavounidis, Research Scientist in video infrastructure at Facebook. Get hired. Find Facebook Research Scientist jobs on Glassdoor. Experience with data visualization libraries such as Matplotlib, Pyplot, ggplot2 or similar, 1. 8 Questions You Should Absolutely Ask An Interviewer, Research Scientist - Computer Vision and Machine Learning, Postdoctoral Research Scientist, Holographic Optical Elements (PhD), Postdoctoral Research Scientist, Adaptive Interaction (PhD), Research Scientist, Artificial Intelligence - Graphics and Robotics (PhD), People Research Scientist, People Analytics (Recruiting), Research Scientist - Silicon Systems and Camera Sensors, People Research Scientist, People Analytics Talent Framework, Postdoctoral Research Scientist, CTRL-labs (PhD), Research Scientist, Virtual Humans - Speech Synthesis (PhD), Research Scientist Intern, Demography and Survey Science, Research Scientist - Advanced Sensor and Tracking Systems, Research Scientist, Machine Learning for Image Synthesis (PhD), Research Scientist Manager, Computer Vision and Human Understanding, Postdoctoral Research Scientist, On-Sensor Compute Development (PhD), Postdoctoral Research Scientist, Auditory Spatial Perception (PhD), Postdoctoral Research Scientist, 3D Cameras and Sensors (PhD), Research Scientist - Geometric Optics & System Integration, Research Scientist- Electro-Optic Device Modeling, Fabrication and Testing, Postdoctoral Research Scientist - Array Signal Processing/ML (PhD), Research Scientist, East Coast Computer Vision - ECCV (PhD), Postdoctoral Researcher, Product Algorithms, Software Engineer - Display Systems Research, Research Intern, On-Device Assistant (PhD), The Ultimate Job Interview Preparation Guide, Senior Software Engineer salaries ($110k), Technical Program Manager salaries ($120k).
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