Machine Learning Operations Engineer, Constructor.io

Machine Learning Recall Team

$90-110k

AWS

Python

Bash

Terraform

C++

Jenkins

Rust

Prometheus

Grafana

Mid, Senior and Expert level

Remote from Canada, Europe, UK, US

eCommerce product discovery solutions

Job no longer available

eCommerce product discovery solutions

501-1000 employees

B2BArtificial IntelligenceEnterpriseMarketingMachine LearningSaaSeCommerce

Job no longer available

$90-110k

AWS

Python

Bash

Terraform

C++

Jenkins

Rust

Prometheus

Grafana

Mid, Senior and Expert level

Remote from Canada, Europe, UK, US

501-1000 employees

B2BArtificial IntelligenceEnterpriseMarketingMachine LearningSaaSeCommerce

Company mission

To help eCommerce and media site owners give their customers a better way to find products more quickly, more easily, and more intuitively.

Job

Company

Role

Who you are

Proficiency in Infrastructure as Code (IaC) tools like CloudFormation or Terraform for managing cloud resources
Python knowledge
Familiarity with Service-Oriented Architecture, knowledge of communication protocols like protobuf & familiarity with networking principles
Hands-on experience with setting up and improving CI/CD pipelines (we're using Jenkins and Github Actions)
Proficiency with big data stack for end-to-end ML product development
Experience in designing, developing & maintaining highload distributed real-time services
Experience with cloud providers (any kind of, we're using AWS)
Experience with NoSQL and relational databases and distributed systems
Experience in server-side coding for web services, and a good understanding of API design principles

Desirable

Experience with Rust (or C/C++)
Strong knowledge of data structures, algorithms and their trade-off

What the job involves

Build, deploy, and support our search service including io-bound web services, cpu-bound services and data services
Write AWS CloudFormation scripts, Jenkins jobs, Bash scripts, and Github actions
Work on system performance optimization (esp. in case of using large ML models)
Set up service observability, monitoring metrics, and alerting (Prometheus, Grafana, PagerDuty, AWS CloudWatch)
Collaborate with technical and non-technical business partners to develop / update search functionalities
Work on ML improvements

Our take

Online shopping has vastly increased the reach of stores and put a wealth of products at consumer’s fingertips. However, tedious searches are one cause for online carts to be abandoned before purchase. Constructor.io, founded in 2015, builds technology to counter the search element behind these unfinished purchases, with a powerful product discovery platform for eCommerce businesses.

eCommerce searching is generally poor, lagging behind the power of large search engines, in part due to low system intelligence. Constructor.io’s search employs AI, machine learning and natural language processing to return relevant results for search and browse functions, as well as for recommendations and autosuggest. A host of other novel search technologies have launched recently, but Constructor remains the leader in the space, with significant backing and high levels of growth.

Constructor.io already serves big-name customers including Sephora and Walmart’s Bonobos. And its raised impressive funding that it intends to use to expand operations and business reach.

Steph

Company Specialist at Welcome to the Jungle

Insights

Top investors

Glassdoor (4.9)

Company

Funding (last 2 of 4 rounds)

Jun 2024

$25m

SERIES B

Sep 2021

$55m

SERIES A

Total funding: $86.1m

Company benefits

Unlimited vacation time: We provide unlimited vacation time, unlimited sick time, and a minimum of 10 paid holidays every year. Also, take 3 mandatory weeks off per year!
Company-Sponsored Health Coverage: Constructor pays for 99% of our United States team members’ medical, dental, and vision premiums
Lifestyle Stipend Program: Constructor supports your optimal work-from-home setup. This includes a yearly Remote Work Stipend + one-time New Hire $500 Setup Stipend, as well as a company-issued Apple laptop
Career Development Stipend: On top of our Lifestyle Stipend, Constructor also provides a Yearly Learning & Development $500 Stipend
Choose Where You Live: Constructor is a 100% remote-first company. You can live and work from wherever you want
Parental Leave: Constructor provides paid parental leave for any qualified team member
94% Team Member Retention Rate: Join a team where the grand majority of members choose to stay, thriving in a culture that values and supports your growth and success

Company HQ

Financial District, San Francisco, CA

Leadership

Eli Finkelshteyn

(Co-Founder & CEO)

Experienced Data Scientist and Engineer. Ran Eli Does Data, a data science consulting firm. Has worked for Shutterstock and Tumblr.

Dan McCormick

(Co-Founder & CISO)

Former Consultant at Content.Market. Worked at Shutterstock for over 8 years including as an Adviser in the CTO's Office. Previously founded PostPin, Trademark Safeguard and Particular Personals.

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