AI-ML R&D Engineer

il y a 4 semaines

Villeurbanne, France Ansys Temps plein

Requisition #: 15268

Our Mission: Powering Innovation That Drives Human Advancement

When visionary companies need to know how their world-changing ideas will perform, they close the gap between design and reality with Ansys simulation. For more than 50 years, Ansys software has enabled innovators across industries to push boundaries by using the predictive power of simulation. From sustainable transportation to advanced semiconductors, from satellite systems to life-saving medical devices, the next great leaps in human advancement will be powered by Ansys.

Innovate With Ansys, Power Your Career.

Summary / Role Purpose

As part of Ansys's activities in audio signal processing for industrial purposes (analyzing sound components, extracting components from a sound, and synthesizing a sound from characteristic elements), we are evaluating a Machine Learning model dedicated to anomaly detection in an audio recording. Within the Ansys Sound team, we specifically focus on three elements that could constitute the signature of an anomaly in the audio signal: tonal components (harmonics, whistles, etc.), transient noises (shocks, clicks, etc.), and the noisy part.

The approach is exploratory and builds on a study already conducted within our team and will involve reusing the code as well as training a Deep Learning model.

This is a 4 months temporary contract.

Key Duties and Responsibilities

  • Adapting the data pre-processing code to another specific case
  • Annotating data using tools available within our team
  • Performing data augmentation
  • Training the model, providing critical feedback on the obtained results and possibly execute several training runs
  • Learns and employs best practices
  • Works under the close supervision of a ML engineer

Minimum Education/Certification Requirements and Experience

  • BS in Engineering, Computer Science, or related field
  • Experience in AI/machine Learning and python, with Jupyter, TensorFlow/keras, scikit-learn
  • Familiarity with development under tools under Windows OS, VS Code, git, AzureDevOps
  • Proposes and implements novel solutions, think "outside the box" and let your ideas be known

Preferred Qualifications and Skills

  • Knowledge in signal processing and acoustics
  • Experience Basic understanding of the software development process
  • Good communication and interpersonal skills
  • Ability to learn quickly and to collaborate with others in a geographically distributed team

At Ansys, we know that changing the world takes vision, skill, and each other. We fuel new ideas, build relationships, and help each other realize our greatest potential. We are ONE Ansys. We operate on three key components: the commitments to our stakeholders, the behaviors of how we work together, and the actions of how we deliver results. Together as ONE Ansys, we are powering innovation that drives human advancement.

Our Commitments:

  • Amaze with innovative products and solutions
  • Make our customers incredibly successful
  • Act with integrity
  • Ensure employees thrive and shareholders prosper

Our Values:

  • Adaptability: Be open, welcome what's next
  • Courage: Be courageous, move forward passionately
  • Generosity: Be generous, share, listen, serve
  • Authenticity: Be you, make us stronger

Our Actions:

  • We commit to audacious goals
  • We work seamlessly as a team
  • We demonstrate mastery
  • We deliver outstanding results

INCLUSION IS AT OUR CORE
We believe diverse thinking leads to better outcomes. We are committed to creating and nurturing a workplace that fuels this by welcoming people, no matter their background, identity, or experience, to a workplace where they are valued and where diversity, inclusion, equity, and belonging thrive.


WELCOME WHAT'S NEXT IN YOUR CAREER AT ANSYS

At Ansys, you will find yourself among the sharpest minds and most visionary leaders across the globe. Collectively we strive to change the world with innovative technology and transformational solutions. With a prestigious reputation in working with well-known, world-class companies, standards at Ansys are high - met by those willing to rise to the occasion and meet those challenges head on. Our team is passionate about pushing the limits of world-class simulation technology, empowering our customers to turn their design concepts into successful, innovative products faster and at a lower cost.

At Ansys, it's about the learning, the discovery, and the collaboration. It's about the "what's next" as much as the "mission accomplished." And it's about the melding of disciplined intellect with strategic direction and results that have, can, and do impact real people in real ways. All this is forged within a working environment built on respect, autonomy, and ethics.

CREATING A PLACE WE'RE PROUD TO BE
Ansys is an S&P 500 company and a member of the NASDAQ-100. We are proud to have been recognized for the following more recent awards, although our list goes on: Newsweek's Most Loved Workplace globally and in the U.S., Gold Stevie Award Winner, America's Most Responsible Companies, Fast Company World Changing Ideas, Great Place to Work Certified (Belgium, China, Greece, France, India, Japan, Korea, Spain, Sweden, Taiwan, and U.K.).


For more information, please visit us at

Ansys is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, veteran status, and other protected characteristics.
Ansys does not accept unsolicited referrals for vacancies, and any unsolicited referral will become the property of Ansys. Upon hire, no fee will be owed to the agency, person, or entity.

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