Facebook Research Scientist, Speech Recognition (PhD Student or Grad) in United States

Intro:

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Summary:

Facebook is seeking a Speech Recognition Research Scientist to join our Speech team. We are looking for researchers in Machine Learning and AI with strong technical skills. The Speech team is part of theAI organization and carries out research in the Audio, Speech, and Language Modeling areas. The team has launched video captioning for Facebook's video products including Ads and Instagram and continues to evolve and optimize its ML/AI algorithms for speech recognition, language understanding, video understanding offerings for rest of Facebook.

The ideal candidate will have research experience developing speech recognition systems in different languages. The candidate will help Facebook conduct research that supports naturally spoken input in more than 70 languages.

Required Skills:

  1. Optimizing acoustic model training procedures especially discriminative training for using large amounts of audio data in different languages

  2. Create language models from large corpora of text data in different languages using Hadoop/Hive

  3. Work closely with other speech recognition experts and researchers on implementing algorithms that power user-facing and developer-facing products

  4. Be responsible for measuring and optimizing the quality of your algorithms

  5. Build integrated speech recognition systems and perform evaluations

Minimum Qualifications:

  1. Currently has or is in the process of obtaining a PhD degree or completing a postdoctoral assignment in the field of Speech Recognition or similar

  2. Must be available to start employment on or after January 1, 2019

  3. Research and/or work experience in machine learning, deep learning, and/or Speech Recognition

  4. Experience with scripting languages such as Perl, Python, PHP, and Shell scripts

  5. Experience in C/C++

  6. Proven track record of achieving results as demonstrated by grants, fellowships, patents, as well as first-authored publications at workshops or conferences such as Interspeech or ICASSP

  7. Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment

Preferred Qualifications:

  1. Experience with Hadoop/HBase/Pig or MapReduce/Sawzall/Bigtable

  2. Fluency in at least 2 natural programming languages

Industry: Internet

Equal Opportunity: Facebook is proud to be an Equal Opportunity and Affirmative Action employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender, gender identity, gender expression, transgender status, sexual stereotypes, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics. We also consider qualified applicants with criminal histories, consistent with applicable federal, state and local law. Facebook is committed to providing reasonable accommodations for candidates with disabilities in our recruiting process. If you need any assistance or accommodations due to a disability, please let us know at accommodations-ext@fb.com.