Machine Learning Engineer
Há 1 mês
Ambush is a People Company that prioritizes its employees as much as it values building exceptional products. Our human-centered approach ensures we attract, retain, and integrate top talent into our team, fostering a collaborative environment that drives innovation.
Job DescriptionWe're seeking a skilled Machine Learning Engineer to join our interdisciplinary team of engineers. As a key member, you'll contribute to the development of cutting-edge surveillance solutions by leveraging machine learning, data analysis, and software development expertise.
Responsibilities- Research and improve machine learning models and algorithms
- Enhance data collection pipelines
- Develop and train machine learning models
- Deploy machine learning models in production
- Simulate new algorithms in production
- Compare models and algorithms
- Work with edge-based machine learning models
- Process signals from multiple sensors
- Produce high-quality research in English
- Develop analysis and visualization tools in Python
- Collaborate with hardware, firmware, embedded Linux, backend, frontend, and mobile teams
- Prior experience with machine learning and data analysis
- Prior experience with Python for data analysis and software development
- Knowledge of modern machine learning models
- Comfort working with PyTorch, Pandas, Numpy, and Jupyter
- Familiarity with SQL queries
- Familiarity with signal processing techniques
- Familiarity with probability and statistics fundamentals
- Excellent written and verbal communication skills in English and Portuguese
- Experience in software development
- Knowledge of Rust, C, and C++
- Familiarity with sensors
- Familiarity with wireless communication
- Familiarity with embedded systems
- Familiarity with Linux operating systems
- Prior research experience
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