Computer Vision/machine Learning (researcher) Cambridge
Cambridgeshire, United Kingdom
Job Description
We have 1 position open for a Research Engineer to support the lab's work within the areas of Computer Vision and Deep Learning. The position is part of the Future Interaction Research Programme. Our topics of interest include but are not limited to:
- Contrastively-trained and auto-regressive Vision & Language (e.g. CLIP, BLIP).
- Visual LLMs (e.g. LLaVA).
- Generative Models (e.g. Stable Diffusion and Auto-Regressive models).
- Efficient Architectures.
- Model Compression (distillation, quantization).
- Efficient Adaptation of Large Models.
- On-device model deployment, quantization and optimization. Typical tools: ONNX and Qualcomm AI Runtime (QNN).
- Advanced PC quantization of models, e.g. SmoothQuant, AdaRound, etc.
- Data management.
- Support demos, typically on-device. Require: creation/adaptation of demo app running the phone, implementation of inference pipeline (C++), model porting and integration on the app, unit testing, etc.
Required skills: * Python, C++, Bash.
- Experience with at least one of android or web app development.
- Able to learn the concepts and pipelines for on-device porting and quantization of models.
Skills Required
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Job Detail
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Job IdJD3682051
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IndustryNot mentioned
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Total Positions1
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Job Type:Full Time
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Salary:Not mentioned
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Employment StatusPermanent
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Job LocationCambridgeshire, United Kingdom
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EducationNot mentioned