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Staff Software Engineer, Machine Learning

Job Description

  • Bengaluru East, Karnataka, India

Narvar is growing! We are hiring a Staff Software Engineer to build new products and improve all aspects of the Narvar platform. Data is at the core of our competitive advantage so the work you do has a large impact across the company, our business partners, and the lives of our end users.

Machine Learning Engineers at Narvar work across the stack. We are ‘full-stack’ ML Engineers. This means that we write production-level code and own machine learning operations for our teams.

Day-to-day

  • 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
  • Be at the intersection of mathematics, machine learning, business, and computer science and impact millions of users through your work
  • Multiply the effect of your data science and data team members by building frameworks, tools, and methodologies that the entire team use
  • Provide thought leadership to a team through high quality write-ups, reviews, and a strong vision grounded in practical experience and a wider industry view

What We’re Looking For

  • Strong machine learning skills.
  • Fluency in Python, PyTorch, Tensorflow, Pandas, numpy, and machine learning packages
  • Data Engineering skills and large data experience. You should have dealt with large amounts of data (TB) in a production setting, built world class data pipelines using cutting edge tools (e.g. Spark).
  • 5+ years of hands-on experience shipping models to production, working on a variety of problem spaces (eg: 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

Bonus Points

  • Experience implementing applications on Google Cloud Platform
  • Experience with deep generative models or graph learning a plus.
  • Tag your application with your solution to an active / recently concluded Kaggle competition, to get ahead of the list :)
  • Experience leading a team of data and data scientists; Strong ability to multiply the effect of the team and the team members; excellent written communication; self-starter that can balance sophistication with practicality

Why Narvar?

We're on a mission to simplify the everyday lives of consumers. Post-purchase is a critical phase of the customer journey. That's why we created Narvar - a platform focused on driving customer loyalty through seamless post-purchase experiences that allow retailers to retain, engage, and delight customers. If you've ever bought something online, there's a good chance you've used our platform!

Skills

  • Python
  • Shell Scripting
  • Linux.
  • NoSQL Databases
  • Data Engineering
  • Software Development

Education

  • Master's Degree
  • Bachelor's Degree

Job Information

Job Posted Date

Jul 18, 2024

Experience

5-10 Years

Compensation (Annual in Lacs)

Best in the Industry

Work Type

Permanent

Type Of Work

8 hour shift

Category

Information Technology

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