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About the role
Principal Applied Scientist at Microsoft
Required Skills
machine learningpythonaudio signal processingml pipelinesa/b testingfeature engineeringmodel trainingproduction deploymentcommunication
About the Role
Principal Applied Scientist role at Microsoft developing the Intelligent Conversation and Communications Cloud (IC3) to enhance real-time conversation products like Teams. Responsibilities include designing and building end-to-end ML systems for human-human and human-AI interactions, developing ML pipelines, and shipping production-grade code. Requires 6+ years of ML development experience and strong communication skills.Key Responsibilities
- Collaborate with AI researchers and audio signal processing experts to design and build end-to-end ML systems
- Design and develop ML pipelines involving data cleaning, feature engineering, model training, and evaluation
- Work across the product lifecycle from prototyping to shipping production-grade code optimized for performance and memory
- Update deployed models based on A/B testing
- Remain up to date with latest advancements, trends and research and contribute towards IP portfolio
Required Skills & Qualifications
Must Have:
- Bachelor's Degree in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 6+ years related experience OR equivalent experience
- 6+ years of experience in development/deployment of machine learning algorithms
- At least 1 year of experience managing or mentoring technical contributors
- Strong verbal and written communication skills, with ability to explain complex ideas clearly to technical and non-technical audiences
- Ability to pass Microsoft Cloud background check upon hire/transfer and every two years thereafter
Nice to Have:
- Master's Degree in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 9+ years related experience OR equivalent experience
- Experience contributing code to production systems or shipped products
- Hands-on experience building and maintaining production-grade ML pipelines
- Domain specific experience in Audio Digital Signal Processing
Benefits & Perks
- Industry leading healthcare