Job description

Roles and Responsibilities

  • Responsible for design, architecture, and delivery of a feature or component/product with the highest quality
  • Driving innovations in the platform constantly & remaining ahead of the curve
  • Collaborates effectively with cross-functional teams to deliver end-to-end products & features
  • Demonstrates ability to multi-task and re-prioritize responsibilities based on changing requirements
  • Provide functional, design, and code reviews in related areas of expertise within the team and cross-team
  • Analyze and extract relevant information from large amounts of data to help automate and optimize key processes
  • Design, develop, evaluate and deploy innovative and highly scalable models for predictive learning
  • Research and implement novel machine learning and statistical approaches
  • Work closely with software engineering teams to drive real-time model implementations and new feature creations
  • Work closely with business owners and operations staff to optimize various business operations
  • Establish scalable, efficient, automated processes for large-scale data analyses, model development, model validation, and model implementation
  • Mentor/coach engineers to facilitate their development and provide technical leadership to them
  • Rises the above detail to see broader issues and implications for the whole product/team

Requirements

  • A BS/MS/Ph.D. in Computer Science or Machine learning or Operational research or Statistics or in a highly quantitative field
  • 8+ years of hands-on experience in applied Machine Learning, Big Data and products
  • An ideal candidate should have a strong grasp of depth and breadth of knowledge in machine learning, data mining, and data analytics concepts as well as executions
  • Strong Problem-solving ability
  • Strong knowledge of scientific programming in scripting languages like Python
  • Experience in designing and implementing information retrieval, web mining and neural network, and other classification algorithms
  • Big thinker that can take broad visions and concepts and develop structured plans, actions, and measurable metrics and then execute those plans
  • Expertise in using Python as well as with Spark ML, scikit-learn, Tensorflow, or similar machine/Deep learning open-source software libraries
  • Superior organization, communication, interpersonal, and leadership skills
  • Must be a proven performer and team player that enjoys challenging assignments in a high-energy, fast-growing, and start-up workplace
  • Must be a self-starter who can work well with minimal guidance and in a fluid environment
  • Must be excited by challenges surrounding the development of massively scalable & distributed system
  • Agility and ability to adapt quickly to changing requirements and scope and priorities

Good-to-have skills

  • Experience in online Commerce (Retail/CPG/Restaurants/Hospitality) domain
  • Experience in building products that are powered by data & insights
  • Experience in Machine learning deployment and hands-on knowledge of Kubeflow/ML-flow
  • Experience in working on massively large-scale data
  • Experience in data structures & algorithms skills

This is a remote position.

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