ADCI
Machine Learning Science, Applied Science, alexa and amazon devices
AppliedScientist,AlexaEdgeAI
“Applied Scientist, Alexa Edge AI at ADCI. Skills: Machine learning models, Computer vision, Audio processing, Multimodal learning. Architect and drive development of advanced deep learning. Set the technical bar for the team”
What You'll Achieve.
Deliver solutions that operate at scale; Deliver results that advance the product; Deliver results that advance the broader field
Industry & Context.
Tackle high-ambiguity problems
What They're Looking For.
Must Have
Master's degree and 6+ years of applied research experience, 5+ years of building machine learning models for business application experience, 5+ years of programming in Java, C++, Python or related language
Nice to Have
5+ years of hands-on experience building and deploying ML/DL models in computer vision, audio/speech processing, or multimodal learning, Proven track record of leading technical initiatives from conception to production impact, Deep expertise in modern neural architectures, Experience defining science roadmaps and influencing cross-functional priorities, Familiarity with distributed training at scale, Familiarity with model compression, Familiarity with low-latency inference, Publication record at top-tier ML/CV/Audio conferences, Track record of mentoring junior scientists and building high-performing research teams
What You'll Do.
Architect and drive development of advanced deep learning
Set the technical bar for the team
Define best practices for the team
Own complex ML programs end-to-end
Identify high-impact problems
Design data strategies
Design evaluation frameworks
Experiment with models
Deploy models at production scale
Define the science roadmap
Drive novel research directions in multimodal learning
Deliver results that advance the product
Deliver results that advance the broader field
Maintain an active publication record
Represent the team externally in the research community
Mentor scientists and engineers
Raise the technical bar through hiring
Establish the Bangalore site's culture
Establish the Bangalore site's processes
Establish the Bangalore site's scientific identity
Lead science solution design
Research new algorithms
Find new ways of optimizing the customer
Set examples for the team on good science
Set examples for the team on science standards
Drive cross functional collaboration with engineers
Drive cross functional collaboration with scientists
Put algorithms into production
Put models into production
How You'll Work.
Team & Collaboration
Cross functional collaboration
Process & Methodology
Science roadmaps
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