Nuance

  • Language Modeling Researcher

    Location GER-Aachen | UK-BKM-Marlow
    Job ID
    1-39700
    Category
    Research & Development - Research Engineering
    Pos. Type
    Full Time
  • Company Overview

    Wir bei Nuance ermöglichen es den Menschen problemlos mit ihren vernetzten Geräten und der digitalen Welt zu kommunizieren. Indem wir eine Welt schaffen, in der Menschen auf natürliche und intuitive Art und Weise mit Technik interagieren können, tragen wir dazu bei, dass die Technik dem menschlichen Handeln und Denken immer ähnlicher wird.

     

    Unsere dynamische Technologie verwendet Analysetools und fortschrittlichste Algorithmen, um Gebrauchsgegenstände zum Leben zu erwecken und somit alltägliche Prozesse zu vereinfachen.

     

    Werden Sie Teil unseres Mobile Team… intelligente Systeme für unterwegs. Unsere Leidenschaft gilt der Entwicklung von intelligenten Interfaces, die es Menschen ermöglichen allein mit Hilfe ihrer Stimme mit ihren Autos, Smartphones und anderen Geräten zu kommunizieren.

     

     

    At Nuance, we empower people with the ability to seamlessly interact with their connected devices and the digital world around them.  We are creating a world where technology thinks and acts the way people do by designing the most human, natural, and intuitive ways of interacting with technology.

     

    Our nimble technology uses analytics and advanced algorithms to transform the inanimate into animate and reduce complicated processes into simple ones.

     

    Join our Mobile team…intelligent systems now ready for the road. We are passionate about developing intelligent interfaces that enable people to talk to their cars, phones, devices, and other smart “things”.

     

    Job Summary

    Our R&D Language Modeling Group is looking for a Language Modeling Researcher to work with on challenging research problems that have a concrete impact on real-world applications, such as in-car assistants, home entertainment systems and healthcare technology – the work you do will impact real users on a daily basis.

     

    You’ll perform a role mixing both research and development of cutting edge technologies by staying current on state-of-the-art algorithms in related fields; evaluating the usage patterns of customers via big data analysis; building models to improve core ASR accuracy of individual products and contributing to the model building codebase, including our deep learning toolkit. 

     

    You will:

    • Conduct experiments to assess the quality of language models and study the effect of language modeling variants and ancillary natural language processing technology (such as auto-punctuation) on speech recognition accuracy.
    • Identify, optimize, and cluster training data.
    • Analyse product usage data to identify areas of possible improvement or enhancement of language modelling process, method, and NLP techniques.
    • Implement of improved training recipes and NLP prototypes utilizing primarily Python and/or Perl
    • Discuss and present ideas, progress, and results within the research team.
    • Improve language modelling performance in multiple languages.

    You will have::

    • Advanced degree (Master or PhD) in computer science, applied mathematics, or a related field
    • Additional Studies in speech technology, computational linguistics, language technology, statistical machine translation, or natural language processing
    • If recently graduated then some kind of relevant experience or internship
    • Significant experience using Unix/Linux and shell scripting in Perl / Python
    • Solid written and oral communication skills in English

    Preferred but not essential:

    • Excellent C/C++ programming skills
    • 2+ years of professional development experience
    • Explicit (industry or academic) experience with large vocabulary speech recognition
    • Expertise in one or more of the following areas: machine learning, statistical modelling, deep learning, numerical optimization, data mining, algorithm design, software engineering,

    Additional Information

    Nuance offers a compelling and rewarding work environment. We offer market competitive salaries, bonus, equity, benefits, meaningful growth and development opportunities and a casual yet technically challenging work environment. Join our dynamic, entrepreneurial team and become part of our continuing success.

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