Support development of computer vision and machine learning algorithms capable of detection, classifying, localizing, and tracking objects-of-interest from a group 1 UAV
Write and test software to support the integration of machine learning algorithms into aircraft or other robotic systems
Explore and visualize data to gain an understanding of it
Implement Machine Learning systems and validate designs through a series of purpose-designed experiments
Create objectives and develop models that help to achieve them, along with metrics to track their progress
Manage available resources such as hardware, data, and personnel so that deadlines are met
Analyze the ML algorithms to solve a given problem and ranking them by their success probability
Verify data quality, and/or ensure it via data cleaning
Analyze the errors of the model and designing strategies to overcome them
Study and transform data science prototypes; Research & implement appropriate ML algorithms & tools
Select appropriate datasets and data representation methods; Run machine learning tests and experiments.
Demonstrate good judgment in selecting methods & techniques for obtaining solutions.

BS in Computer Vision and Machine Learning is required or equivalent combination of education, training, and experience
Minimum of 5
8 years' relevant experience
Familiarity with C/C++ and Matlab required
Demonstrated ability to troubleshoot complex systems
Proficiency with a deep learning framework such as TensorFlow or Keras
Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas
Expertise in visualizing and manipulating big datasets
Proficiency with OpenCV
Familiarity with Linux
Computational statistics
Mathematical optimization
Data mining
Exploratory data analysis
Predictive analytics.

AV offers an excellent benefits package including medical, dental vision, 401K with company matching
a 9/80 work schedule and a paid holiday shutdown.

Machine Learning Engineer III

Key skills