Machine Learning Engineer
1 semana atrás
Ambush Consulting is a people-centric company that prioritizes building great products and fostering a positive work environment for its team members.
Job SummaryWe are seeking an experienced Machine Learning Engineer to join our interdisciplinary team of engineers. The ideal candidate will have a strong background in machine learning, data analysis, and software development.
Responsibilities- Research ways to improve machine learning models and algorithms
- Improve data collection pipelines
- Develop and train machine learning models
- Develop inference pipelines
- Deploy machine learning models in production
- SIMULATE NEW ALGORITHMS RUNNING IN PRODUCTION;
- Compare models and algorithms
- Work with machine learning models that run on the edge
- Process signals from multiple sensors
- Produce well-written research in English
- Develop analysis and visualization tools in Python
- Collaborate with people from Hardware, Firmware, Embedded Linux, Backend, Frontend, and Mobile
- Past experience with machine learning and data analysis
- Past experience with Python for data analysis and software development
- Knowledge of modern machine learning models (e.g. Convolutional Networks, Recurrent Networks, ...)
- Feel comfortable working with PyTorch, Pandas, Numpy, and Jupyter
- Familiarity with SQL queries
- Familiarity with signal processing techniques
- Familiarity with the fundamentals of probability and statistics
- 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
- Past experience with research
Porto Alegre, Brazil
Salary EstimateR$ 12,500 - R$ 18,000 per month (depending on experience)
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