Machine Learning Engineer: High-Performance Recommendations
hace 4 días
About Constructor
Constructor.io powers product search and discovery for leading retailers worldwide, serving billions of requests annually.
We're a high-growth company committed to maintaining an open, cooperative culture as we scale.
The Role
The Recommendations team plays a crucial role in implementing algorithms that optimize business KPIs like revenue & conversions for our Recommendations product.
We focus on metrics over features, arming our recommendation algorithms with powerful capabilities that bring value to customers.
The team consists of a mix of designers, full-stack, and machine learning engineers owning & collaborating on multiple projects.
Your Responsibilities
Create a cutting-edge personalized recommendation system using ML, engineered to handle over 100 million requests per day seamlessly.
Design & deliver new recommendation features & products to satisfy customer needs & drive revenue growth efficiently
Improve business KPIs by validating hypotheses with new recommendation features & techniques Participate in strategic planning, brainstorming & prioritization sessions to improve the recommendations product Collaborate with technical and non-technical business partners to develop analytical dashboards that describe the impact of recommendations to stakeholders.
Requirements
You have a strong knowledge of machine learning fundamentals and Python skills.
Proficiency with SQL and big data stack technologies like Spark, Presto/Athena & Hive is required.
You have delivered production ML systems and conducted A/B tests to validate their value.
What We Offer
Unlimited vacation time, encouraging all employees to take at least 3 weeks per year. A competitive compensation package including stock options and fully remote work environment.
Apple laptops are provided for new employees and parental leave for qualified employees,
Trainings and development budget refreshed each year Work with smart people who will help you grow and make a meaningful impact .
Compensation Package
$90-$120K USD base salary range + stock options Work from home stipend 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.
Our primary interest is in finding the best candidate for the job.
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