Backend Engineer: Ranking

Posted 7 Hours Ago
Be an Early Applicant
26 Locations
Remote
80K-120K Annually
Mid level
Artificial Intelligence • Software • Generative AI
The Role
Design, build, deploy, and maintain high-load, real-time ML-based ranking services and a Ranking Platform. Improve performance, feature delivery (feature store), CI/CD, and collaborate with DS, MLEs, and stakeholders.
Summary Generated by Built In
About the Team

Launched in 2019, Constructor is an AI-first ecommerce search and discovery platform that helps shoppers find the right products at the right time and enables leading global e-commerce brands to drive meaningful revenue and conversion gains.

As a member of the Ranking team, you will improve the e-commerce experience for hundreds of millions of users across the world by designing, delivering & maintaining high-load real-time web services in close collaboration with other great engineers from the Ranking team. The job can consist of, but is not limited to:

  • Build, deploy, and support robust high-load machine learning-based real-time systems for search and browse experiences.

  • Collaborate with technical and non-technical business partners to develop and update ranking functionalities

  • Develop Ranking Platform for internal users (DS and MLE mostly)

  • Optimize current ranking service performance to process requests faster

  • Optimize signals delivery and retrieval (aka Feature Store) for machine learning model inference

  • Communicate with stakeholders within and outside the team


Requirements

Hard skills:

  • Experience in designing, developing & maintaining high-load distributed real-time services (in cloud)

  • Proficiency in Infrastructure as Code (IaC) tools like CloudFormation or Terraform for managing cloud resources.

  • Experience with MLOps is a huge plus (delivering, loading, and serving ML models and related infrastructure)

  • Hands-on experience with setting up and improving CI/CD pipelines

  • Proficiency with Python and, as a plus, compiled languages like C, Rust, or Go.

  • Experience in server-side coding for web services, and a good understanding of API design principles.

  • Experience with NoSQL and relational databases, distributed systems, and caching solutions.

  • Experience with any of the major public cloud formation: AWS (ideally), Azure, GCP

Soft skills:

  • Experience collaborating in cross-functional teams.

  • Excellent English communication skills.


Benefits
  • 🧠 Work with smart and empathetic people who will help you grow and make a meaningful impact.

  • 🎉 Regular team offsite events to connect and collaborate.

  • 🌎 Fully remote team - choose where you live.

  • 🏝️ Unlimited vacation time - we strongly encourage all of our employees take at least 3 weeks per year.

  • 🛋️ Work from home stipend! We want you to have the resources you need to set up your home office.

  • 💻 Apple laptops provided for new employees.

  • 🧑‍🎓 Training and development budget for every employee, refreshed each year.

  • 👪 Maternity & Paternity leave for qualified employees.

  • 💵 Base salary: $80k–$120K USD, depending on knowledge, skills, experience, and interview results

  • 📈 Stock options - offered in addition to the base salary


Diversity, Equity, and Inclusion at Constructor

At Constructor.io we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group.

Studies have shown that women and people of color may be less likely to apply for jobs unless they meet every one of the qualifications listed. Our primary interest is in finding the best candidate for the job. We encourage you to apply even if you don’t meet all of our listed qualifications.

Skills Required

  • Designing, developing & maintaining high-load distributed real-time services in cloud
  • Experience with Infrastructure as Code using CloudFormation or Terraform
  • Experience with MLOps (delivering, loading, and serving ML models and related infrastructure)
  • Hands-on experience setting up and improving CI/CD pipelines
  • Proficiency with Python
  • Experience with compiled languages such as C, Rust, or Go
  • Server-side coding for web services and strong understanding of API design
  • Experience with NoSQL and relational databases, distributed systems, and caching solutions
  • Experience with major public clouds (AWS ideally, or Azure/GCP)
  • Experience collaborating in cross-functional teams
  • Excellent English communication skills
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The Company
HQ: San Francisco, CA
160 Employees
Year Founded: 2015

What We Do

​​Constructor is the only AI product discovery platform designed explicitly for ecommerce retailers. Unlike other product search and discovery platforms, machine learning is in Constructor’s DNA, bringing dynamic personalization to the customer experience. Constructor's cloud-based solutions use natural language processing, machine learning, and collaborative personalization to deliver powerful user experiences across all facets of product discovery—from search to browse, recommendations, collections, and autosuggest. We optimize revenue before relevance. This has allowed us to generate consistent $10M+ lifts for our customers, which include some of the biggest brands in retail like Sephora, Backcountry, Bonobos, Serena & Lily, Target Australia, Birkenstock, and more. Constructor is a U.S. based company that was founded in 2015 by Eli Finkelshteyn and Dan McCormick.

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