Narvar

Senior Software Engineer II, Machine Learning

Narvar

full-time

Posted on:

Origin:  • 🇨🇦 Canada

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Salary

💰 CA$180,000 - CA$230,000 per year

Job Level

Senior

Tech Stack

CloudGoogle Cloud PlatformLinuxNoSQLNumpyPandasPythonPyTorchShell ScriptingSparkSQLTensorflow

About the role

  • Design and deploy machine learning algorithms for e-commerce, consumer trends, markets, logistics, and new products
  • Work on real-world consumer data for natural language processing, image classification, time series analysis, outlier detection, user modeling, etc
  • Work with large unstructured data
  • Be at the intersection of mathematics, machine learning, business, and computer science and impact millions of users
  • Multiply the effect of your data science and data team members by building frameworks, tools, and methodologies used by the team
  • Provide thought leadership through high quality write-ups, reviews, and a strong vision grounded in practical experience

Requirements

  • Strong machine learning skills.
  • Fluency in Python, PyTorch, Tensorflow, Pandas, numpy, and machine learning packages
  • Data Engineering skills and large data experience (TB) in production; built data pipelines using tools e.g. Spark
  • 10+ years of hands-on experience shipping models to production across problem spaces (user modeling, spam classification, prediction, clustering, etc)
  • MS in Computer Science, Statistics, Math, Science (physical or social), Engineering or similar quantitative and computation field plus 5+ years of industry experience
  • Strong software engineering and coding skills with the ability to write production quality code
  • Strong understanding of probability & statistics, machine learning, and algorithms
  • Experience with SQL and NoSQL databases
  • Experience working with Linux, shell scripting
  • Previous startup experience strongly preferred