ADCI
Technology
AppliedScienceManager,AlexaEdgeAI
“Applied Science Manager, Alexa Edge AI at ADCI. Skills: Edge AI, Computer vision, Acoustic modeling, Multimodal understanding. Establish and grow applied science team. Define team's charter”
What You'll Achieve.
Deliver best in class models; Deliver resource efficient models; Power hundreds of millions of devices; Deliver experiences that feel magical; Ship science that touches millions of lives
Industry & Context.
Tackling hard constraints
What They're Looking For.
Must Have
Master's degree and 8+ years of applied research experience, 3+ years of building machine learning models for business application experience, Experience managing and deploying ML products, Deep expertise in computer vision, Deep expertise in acoustic/speech modeling, Deep expertise in multimodal learning
Nice to Have
PhD, Experience in building and developing a high performance team, Experience with multimodal LLM for visual or speech understanding, Experience with on-device/edge ML deployment and optimization, Publication track record at top-tier ML/CV/Speech conferences
What You'll Do.
Establish and grow applied science team
Define team's charter
Define team's culture
Define technical roadmap
Foster scientific rigor
Foster rapid experimentation
Foster customer obsession
Foster operational excellence
Drive R&D of privacy preserving edge solutions
Optimize Visual recognition
Optimize Acoustic Modeling
Optimize edge deployment
Define strategies for optimizing latency
Define strategies for optimizing privacy
Define strategies for optimizing accuracy
Define strategies for optimizing cost
Collaborate with hardware teams
Collaborate with silicon teams
Co-design AI accelerators
Co-design model architectures
Own end-to-end lifecycle
Establish robust benchmarking
Establish A/B testing
Establish metrics frameworks
Measure real-world impact
Partner with engineering teams
Partner with product teams
Partner with UX teams
Translate scientific breakthroughs
Shape science roadmap
Shape technology roadmap
Represent team in science reviews
Represent team in patent filings
Represent team in publications
Build cross-site collaboration
How You'll Work.
Team & Collaboration
Cross-site collaboration; Hardware teams; Silicon teams; Engineering teams; Product teams; UX teams
Communication Scope
Org-wide science reviews; Patent filings; Publications
Process & Methodology
Roadmap planning
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