*Remote position, Victoria, BC based Headquarters
- Degree in computer science, math, statistics or a related discipline - Extensive data modeling and data architecture skills - Practical experience designing and developing machine learning and deep learning systems - Practical experience implementing appropriate ML algorithms - Practical experience running machine learning tests and experiments - Practical experience in visualizing and manipulating big datasets - Programming experience in Python or Java - Experience working in an Agile environment - Strong written and verbal communications - Familiarity with Linux Job Description: At HYAS we deal with massive amounts of data every day. We are looking for a machine-learning expert that can help us extract value from our data. You will involved in all the processes from data collection, cleaning, preprocessing, to training models, and deploying them to a live deployment.
The ideal candidate will be passionate about machine learning and stay up-to-date with the latest developments in the field. Your responsibilities will include: - Analyzing and recommending the ML algorithms that could be used to solve a given problem - Verifying data quality - Defining data validation strategies - Defining the preprocessing or feature engineering to be done on a given dataset - Defining data augmentation pipelines - Training models and tuning their parameters - Analyzing and addressing model errors - Deploying models to production
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