Researcher - Machine Learning (All Levels)
1 day ago
**Responsibilities**:
- Research and develop models to solve problems in the broad security domain. A sampling includes:
- Video analytics (FR, anomaly detection, person re-identification etc)
- Speech recognition and text transcription
- Natural language processing and topic modelling
- Representation learning research
- Discuss, contribute ideas, share your research results and communicate effectively with peers
- Extend our machine learning framework with your research results and contribute efficient and clean algorithms
- Read academic papers voraciously - never stop learning and absorbing new ideas
**Requirements**:
- Strong grasp of machine learning fundamentals and mathematical concepts
- Demonstrated ability to craft novel algorithms with a sound mathematical or empirical basis
- Extremely comfortable with Python and Tensorflow and/or PyTorch with a penchant for writing clean code
- Able to parse academic papers quickly, grasp contents thoroughly and translate that to real-world results
- Strong work ethics. You should be driven to pursue the best solution possible in the quickest time
- Excellent communication skills
**Preferred**:
- Published papers in reputable conferences
- Led and mentored teams
- 3+ years of industry experience in machine learning R&D in one or more domains
- Computer vision
- Natural language processing
- (Kaldi-based) Speech recognition or speech-to-text transcription
- 1+ years of data pipeline engineering industry experience
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