Applied Scientist, Alexa Edge AI
Teknik, data och digitalt · Data, AI och analys · Maskininlärning · Datavetenskap · Artificiell intelligens
I korthet
The Alexa Edge AI team is looking for an Applied Scientist in Bangalore to develop advanced machine learning models for computer vision, audio, and multimodal understanding. This role involves end-to-end ownership of the ML lifecycle, from problem formulation to deployment, and requires innovation at the forefront of AI research. As a founding member, you will also contribute to shaping the team's culture and technical direction.
Ansvarsområden
- Design and build deep learning models for computer vision, audio understanding, and multimodal semantic fusion.
- Own the full ML lifecycle: problem formulation, data strategy, annotation design, experimentation, evaluation, optimization, and deployment.
- Stay at the frontier of CV, audio ML, and multimodal learning; apply SOTA techniques.
- Contribute to the scientific community through papers at top-tier venues.
- Support science solution design, run experiments, research new algorithms, and optimize customer experience.
- Put algorithms and models into production with engineers and scientists.
Krav
- PhD, or Master's degree and 3+ years of CS, CE, ML or related field experience.
- 1+ years of building models for business application experience.
- Experience programming in Java, C++, Python or related language.
- Experience in building speech recognition, machine translation and natural language processing systems.
Önskade kvalifikationer
- Knowledge of standard speech and machine learning techniques.
- Experience in patents or publications at top-tier peer-reviewed conferences or journals.
- PhD or work experience in a relevant field (CV, Audio, multimodal language models).
- Experience with distributed training, model compression, and inference optimization (e.g. pruning, quantization, distillation, etc.).
- Demonstrated ability to work in ambiguous, fast-paced environments and define technical roadmaps independently.
Förmåner
- Opportunity to be a founding member of a brand-new site.
- Shape the team culture, technical direction, and research agenda.
- Work at the intersection of multiple modalities to build systems that perceive, interpret, and reason about the world.
- Contribute to unified multimodal intelligence.
- Support for workplace accommodations for individuals with disabilities.
#Alexa#AI#Machine Learning#Computer Vision#Audio Processing#Speech Processing#Multimodal Intelligence#Deep Learning#Edge AI#Cloud Deployment#Research