Microsoft is developing the Intelligent Conversation and Communications Cloud (IC3) to support real-time conversation products like Teams, serving millions of users with dependable audio, video calls, meetings, and chat services. IC3 aims to make conversations smarter by providing real-time information and automating actions during interactions, making future conversations better.
Requirements
- 6+ years of experience in development/deployment of machine learning algorithms.
- 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 is a plus.
Responsibilities
- Collaborating with AI researchers and audio signal processing experts to design and build end-to-end ML systems, tuned for human-human and human-AI interactions.
- 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 and updating the deployed models based on A/B testing.
- Remain up to date with latest advancements, trends and research and contribute towards our IP portfolio.
Other
- At least 1 year of experience managing or mentoring technical contributors.
- Strong verbal and written communication skills, with the ability to explain complex ideas clearly to technical and non-technical audiences.
- Ability to meet Microsoft, customer and/or government security screening requirements are required for this role.
- Microsoft Cloud Background Check: This position will be required to pass the Microsoft Cloud background check upon hire/transfer and every two years thereafter.
