Auf einen Blick
- Aufgaben: Lead the development of cutting-edge speech processing algorithms and models.
- Arbeitgeber: Join Microsoft, a leader in tech innovation, empowering people globally.
- Mitarbeitervorteile: Enjoy remote work, industry-leading healthcare, educational resources, and generous time off.
- Warum dieser Job: Be part of a collaborative team shaping the future of audio technology.
- Gewünschte Qualifikationen: Bachelor's in Computer Science or related field; experience in algorithm development required.
- Andere Informationen: Opportunity to mentor others and work on groundbreaking projects.
Das voraussichtliche Gehalt liegt zwischen 72000 - 84000 € pro Jahr.
Principal Applied Scientist – Speech Enhancement and Speech Processing
Multiple Locations, Germany
Date posted: Jan 14, 2025
Job number: 1797630
Work site: Up to 100% work from home
Travel: 0-25 %
Role type: Profession – Research, Applied, & Data Sciences
Employment type: Full-Time
Overview
Join the Applied Sciences Group and help create the future of Microsoft’s hardware and software businesses. For this opening, we are looking for a Principal Applied Scientist to be a hands-on tech lead for the Microsoft Voice Clarity audio capture pipeline. The candidate should have demonstrable experience with development of algorithms and ML models for real-time audio processing. They will work with a multi-interdisciplinary team, with the goal of delivering state-of-the-art speech processing solutions for the next generation of devices and user experiences.
Microsoft’s mission is to empower every person and every organization on the planet to achieve more. As employees, we come together with a growth mindset, innovate to empower others, and collaborate to realize our shared goals.
Qualifications
Required Qualifications:
- Bachelor’s Degree in Computer Science, Electrical or Computer Engineering, or related field AND experience with research and development
- Experience building production algorithms and models.
- Solid foundation of signal processing, matrix linear algebra, and machine learning.
- A strong drive to experiment, prototype, and improve.
- The ability to clearly communicate what work you have done, why it was important, and how it was different from other projects.
- Creativity in coming up with ideas and clever solutions to problems, as well as turning around and building them.
- Ability to work in ambiguous uncharted areas and having the experience, creativity, and technical depth to identify technical gaps, acquire missing information, align requirements, and pick the right direction.
Preferred Qualifications:
- Doctorate in Computer Science, Electrical or Computer Engineering, or related field AND experience with research and development
- Fluency training machine learning models for speech enhancement (e.g., beamforming, sound source localization, echo cancellation, noise reduction, blind source separation, spatial audio) or speech processing (e.g., transcription, diarization, keyword spotting, speaker identification).
- Experience optimizing models for inference on CPUs and GPUs (and ideally, NPUs).
- Proficiency with C++.
Responsibilities
- Lead scoping, definition, architecture, design, and implementation of new features.
- Review architecture, designs, and code for quality and adherence to technical standards.
- Plan and prioritize work, from prototype to production.
- Collaborate with partner teams on research, development, and planning.
- Mentor, guide, and help unblock others.
Benefits/perks listed below may vary depending on the nature of your employment with Microsoft and the country where you work.
- Industry leading healthcare
- Educational resources
- Discounts on products and services
- Savings and investments
- Maternity and paternity leave
- Generous time away
- Giving programs
- Opportunities to network and connect
Microsoft is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to age, ancestry, citizenship, color, family or medical care leave, gender identity or expression, genetic information, immigration status, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran or military status, race, ethnicity, religion, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable local laws, regulations, and ordinances.
If you need assistance and/or a reasonable accommodation due to a disability during the application process, read more about requesting accommodations.
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Principal Applied Scientist - Speech Enhancement and Speech Processing Arbeitgeber: Microsoft Corporation
Kontaktperson:
Microsoft Corporation HR Team
StudySmarter Bewerbungstipps 🤫
So bekommst du den Job: Principal Applied Scientist - Speech Enhancement and Speech Processing
✨Tip Number 1
Make sure to showcase your hands-on experience with real-time audio processing algorithms. Highlight any specific projects where you developed or optimized ML models for speech enhancement, as this will resonate well with the team.
✨Tip Number 2
Demonstrate your creativity and problem-solving skills by discussing unique solutions you've implemented in past projects. This role values innovative thinking, so be prepared to share examples that illustrate your ability to tackle complex challenges.
✨Tip Number 3
Since collaboration is key in this position, think about how you can convey your experience working in interdisciplinary teams. Share instances where you successfully collaborated with others to achieve a common goal, especially in ambiguous situations.
✨Tip Number 4
Familiarize yourself with the latest trends in speech processing technologies, such as beamforming and noise reduction techniques. Being knowledgeable about current advancements will not only help you in discussions but also show your commitment to staying at the forefront of the field.
Diese Fähigkeiten machen dich zur top Bewerber*in für die Stelle: Principal Applied Scientist - Speech Enhancement and Speech Processing
Tipps für deine Bewerbung 🫡
Understand the Role: Make sure to thoroughly read the job description for the Principal Applied Scientist position. Understand the key responsibilities and required qualifications, especially focusing on areas like algorithm development and machine learning models for audio processing.
Highlight Relevant Experience: In your application, emphasize your experience with research and development, particularly in building production algorithms and models. Be specific about your work with signal processing and machine learning, as these are crucial for this role.
Showcase Communication Skills: Clearly articulate your past projects and their significance. Explain how your contributions were unique and impactful, demonstrating your ability to communicate complex technical concepts effectively.
Tailor Your CV and Cover Letter: Customize your CV and cover letter to reflect the skills and experiences that align with the job requirements. Mention any relevant projects or achievements that showcase your creativity and problem-solving abilities in ambiguous situations.
Wie du dich auf ein Vorstellungsgespräch bei Microsoft Corporation vorbereitest
✨Showcase Your Technical Expertise
Be prepared to discuss your experience with algorithms and machine learning models, especially in real-time audio processing. Highlight specific projects where you developed or optimized these technologies.
✨Demonstrate Problem-Solving Skills
Share examples of how you've tackled ambiguous challenges in previous roles. Discuss your creative approaches to problem-solving and how you identified technical gaps in your projects.
✨Communicate Clearly and Effectively
Practice explaining your work in a way that is accessible to both technical and non-technical audiences. Be ready to articulate the importance of your contributions and how they differ from other projects.
✨Emphasize Collaboration and Leadership
Highlight your experience working in interdisciplinary teams. Discuss how you've mentored others and contributed to team success, as well as your ability to lead projects from prototype to production.