Sr. Software Engineer II, Machine Learning
N
NarvarSoftware Development
United States, CanadaFull-TimeSenior
Salary180000 - 230000 CAD per year
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Job Details
- Languages
- English
- Experience
- 10+ years
- Required Skills
- PythonSQLMachine LearningNumpyPyTorchData engineeringPandasSparkTensorflowLinuxSoftware Engineering
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 a production setting
- Built world class data pipelines using cutting edge tools (e.g. Spark)
- 10+ years of hands-on experience shipping models to production, working on a variety of problem spaces
- MS in Computer Science, Statistics, Math, Science, 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
Responsibilities
- Design and deploy machine learning algorithms for use cases spanning 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
- Multiply the effect of data science and data team members by building frameworks, tools, and methodologies
- Provide thought leadership to a team through high quality write-ups, reviews, and a strong vision
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