[Elsnet-list] Speech Scientist - NLU & language modeling, Nuance, Aachen, Germany

Quast, Holger Holger.Quast at nuance.com
Wed Sep 15 10:01:45 CEST 2010


Dear ELSNET colleagues, 

We have an open position for a Speech Scientist - NLU & language
modeling, Nuance Automotive Professional Services, at our office in
Aachen, Germany. Please post it at your job page.

Thank you,

Holger Quast
Manager NLU R&D
Nuance Automotive

 

JOB DESCRIPTION:
 
Title: 
Speech Scientist - NLU & language modeling, Nuance Automotive
Professional Services

Location: Aachen, Germany

Type: Permanent

Contact: Nicki Myddleton-Jones  Nicki.mj at nuance.com , ref 1-5439


OVERVIEW

Nuance is the leading provider of speech and imaging solutions for
businesses and consumers around the World. Our technologies,
applications and services make the user experience more compelling by
transforming the way people interact with information and how they
create, share and use documents. Every day, millions of users and
thousands of businesses, experience Nuance by calling directory
assistance, getting account information, dictating patient records,
telling a navigation system their destination, or digitally reproducing
documents that can be shared and searched. Making each of those
experiences productive and compelling is what Nuance is all about.

RESPONSIBILITIES

Nuance is seeking an experienced Speech Scientist in speech recognition
who possesses a strong background in natural language understanding,
speech dialogue systems, and statistical language modeling.  The ideal
candidate will have at least 5 years of experience building speech
applications using statistical language models, and be familiar with the
issues that arise in the modeling of a variety of languages, including
Asian languages. 
Candidates should be completely comfortable working in a UNIX-based
computing environment, be familiar with scripting languages such as Perl
and Python, and ideally have experience writing code in C.  Candidates
should enjoy working in a fast-paced, collaborative atmosphere that
applies speech science in a commercial, result-driven and customer
oriented setting. 

As a Speech Scientist in the Embedded Professional Services group, you
will work on leading edge NLU technologies for speech recognition in
automotive applications, covering a broad range of activities in all
project phases, including the design, development, and optimization of
the system. 

Representative duties include: 
- Train statistical language models for speech recognition and natural
language understanding in commercial products in a variety of languages
- Identify or gather suitable text for training language models 
- Design, develop, and test semantic classifier rules and models
- Optimize accuracy of applications by analyzing performance and tuning
statistical language models, pronunciations, and acoustic models within
CPU and memory constraints of embedded platforms
- Identify recognition challenges and assess accuracy feasibility during
the design and pre-sales phase of a natural language speech application
- Contribute to innovativie speech UI design for natural language speech
applications.
- Work closely with Sr. Research Scientists to incorporate latest R&D
progress into customer projects and to provide feedback from customer
specific implementations to our R&D department for further enhancements
in our core product and tools
- Generate and present client-facing reports
- Act as technical lead on more intensive client projects
- Develop methodologies, scripts, procedures that improve efficiency and
quality 
- Develop tools and enhance algorithms that facilitate training and
tuning of recognition components

QUALIFICATIONS

- MSc in Computer Science, Engineering, Computational Linguistics,
Physics, Mathematics, or related field
- Strong analytical and problem solving skills and ability to
troubleshoot issues
- Several years experience with statistical language modeling
- Strong programming skills! Preferably Perl or Python
- Excellent written and verbal communications skills in English. 
- Ability to scope work taking technical, business and time-frame
constraints into consideration 
- Ability to supervise or mentor junior staff
- Strong organizational skills. 
- Ability and willingness to occasionally travel and visit customers
within North America, Asia and Europe
- Works well independently and collaboratively in team settings in
fast-paced environment

Beneficial Skills
- PhD or equivalent research experience in Computer Science,
Engineering, Computational Linguistics, Physics, Mathematics, or related
field.
- Strong programming skills in either Perl, Python, C, Java, or Matlab
- 5 years or more experience deploying speech recognition applications
in commercial applications. 
- Good knowledge of speech recognition theory 
- User Interface development experience
- Strong pattern recognition, linguistics, signal processing, or
acoustics knowledge
- Operational knowledge of additional languages 



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