Staff Backend Engineer, Customer Value Optimization

HelloFresh
Toronto, New York
Workplace: HybridFull timeCAD 149,940 - 159,940Function: Software EngineeringSkills: ["Communication","Collaboration","Technical judgment"]

Own and build production infrastructure for live ML model serving within the Customer Value Optimization (CVO) tribe. Serve as the technical bridge between Data Science and Backend Engineering, translating ML requirements into scalable systems, APIs, and best practices. Lead cross-squad technical initiatives from architecture decisions to hands-on implementation, partner to ensure models are production-ready, and mentor engineers across squads without line management.

Loading

Loading job details...

Preparing the role view and application actions.

FursaFursa
HelloFresh
HelloFresh
3 days ago

Staff Backend Engineer, Customer Value Optimization

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 11 hours agoStatus: Live

Job Summary

Own and build production infrastructure for live ML model serving within the Customer Value Optimization (CVO) tribe. Serve as the technical bridge between Data Science and Backend Engineering, translating ML requirements into scalable systems, APIs, and best practices. Lead cross-squad technical initiatives from architecture decisions to hands-on implementation, partner to ensure models are production-ready, and mentor engineers across squads without line management.
Location: Toronto, New York
Workplace: Hybrid
Employment Type: Full time
Job Function: Software Engineering
Seniority: Mid level

Key Responsibilities

  • •Design, build, and own robust, scalable infrastructure for live serving of ML models in production.
  • •Bridge Data Science and Backend Engineering by translating ML needs into scalable engineering solutions.
  • •Define and drive best practices for model serving, APIs, and system design across squads.
  • •Lead cross-squad technical initiatives from architecture decisions to hands-on implementation.
  • •Partner with Data Scientists to ensure models are production-ready, performant, observable, and maintainable while mentoring engineers across squads.

Pay and Benefits

Salary: CAD 149,940 - 159,940
Perks:Health InsuranceDentalParental LeaveLearning BudgetGym MembershipRemote Work

Key Requirements

  • •7+ years of backend engineering experience with a strong foundation in Python.
  • •Proven experience building and operating ML model serving systems or ML platforms in production.
  • •Deep understanding of distributed systems, APIs, and micro services architecture.
  • •Strong track record delivering complex cross-functional projects across team boundaries.
  • •Excellent communication skills working fluently with Data Scientists, Machine Learning Engineers, and Data Engineers.
Experience:Machine learning
Skills:CommunicationCollaborationTechnical judgment
Languages:English
Tech Stack:PythonAPIsMicroservicesDistributed systemsML model servingML platformsFeature storesModel registriesMLOps

Company Brief

HelloFresh
HelloFresh is a meal-kit and food subscription company that delivers fresh ingredients and recipes to consumers, offering convenient home-cooked meals through weekly subscription boxes across multiple international markets.
Industry: FoodTech
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: Berlin, Germany
Founded: 2011
Glassdoor
Glassdoor: 3.6
WebsiteLinkedIn