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Sr. Software Engineer II, Machine Learning

2 months, 3 weeks ago
Canada
Full-time
Lead
Machine Learning Engineer
Software Development
Apache Spark GCP Linux Machine Learning NLP NumPy Pandas Python PyTorch Shell Scripting SQL Statistics TensorFlow
Apply Now
Narvar

Narvar

Narvar is an intelligent post-purchase platform that builds loyalty through personalized experiences and smart actions, empowering brands to create lifelong customer relationships.

Media
251-1K
Founded 2012
$64M raised
View All Jobs 9

Description

  • Design and deploy machine learning algorithms for e-commerce, consumer trends, markets, logistics, and new product use cases.
  • Work on production machine learning systems across natural language processing, image classification, time series analysis, outlier detection, and user modeling.
  • Build and work with large unstructured datasets in a production environment.
  • Develop frameworks, tools, and methodologies that improve the productivity and impact of the broader data science and data team.
  • Write production-level code and own machine learning operations for team initiatives.
  • Provide thought leadership through high-quality write-ups, reviews, and practical technical vision.
  • Collaborate across mathematics, machine learning, business, and computer science to solve high-impact problems.

Requirements

  • 10+ years of hands-on experience shipping models to production across multiple problem areas such as user modeling, spam classification, prediction, and clustering.
  • MS in Computer Science, Statistics, Math, Science, Engineering, or a similar quantitative and computational field, plus 5+ years of industry experience.
  • Strong machine learning skills.
  • Fluency in Python, PyTorch, TensorFlow, Pandas, NumPy, and related machine learning packages.
  • Data engineering experience with large-scale data, including TB-scale data in production and modern data pipelines such as Spark.
  • 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 and shell scripting.
  • Previous startup experience is strongly preferred.
  • Experience implementing applications on Google Cloud Platform (preferred).
  • Experience with deep generative models or graph learning (preferred).
  • Experience leading a team of data scientists or data/ML professionals (preferred).
  • Strong written communication and the ability to balance sophistication with practicality (preferred).

Benefits

  • Annual salary range of $180,000 to $230,000 CAD.
  • Annual bonus eligibility.
  • Equity as part of the compensation package.
  • Benefits included as part of the offer.
  • Remote work opportunity (#LI-Remote).
  • Opportunity to work at a company serving 125+ million consumers across 10+ billion interactions.

Interested in this position?

Apply directly on the company website

Apply Now

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