Machine Learning Engineer

1 semana atrás


Porto Alegre, Rio Grande do Sul, Brasil Ambush Consulting Tempo inteiro
About Ambush Consulting

Ambush Consulting is a people-centric company that prioritizes building great products and fostering a positive work environment for its team members.

Job Summary

We 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
Requirements
  • 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
Preferred Qualifications
  • 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
Location

Porto Alegre, Brazil

Salary Estimate

R$ 12,500 - R$ 18,000 per month (depending on experience)



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