Senior Machine Learning Platform Engineer, Feature Store Developer

AI-powered mobile marketing platform transforming brand personalization through consumer engagement
United States
$144,840 - $210,000
Machine Learning
Senior Software Engineer
Remote
5+ years of experience
AI · Enterprise SaaS

Description For Senior Machine Learning Platform Engineer, Feature Store Developer

Attentive, an AI-powered mobile marketing platform, is seeking a Senior Machine Learning Platform Engineer to join their MLOps team. This role is crucial in enabling Attentive's Machine Learning practice to impact their AI product suite through sophisticated tools for training, inference, and model deployment. The position offers an opportunity to work with cutting-edge technologies at petabyte scale, managing and optimizing feature stores for machine learning operations.

The role involves working with advanced technologies including Apache Spark, Kafka, and Ray, while managing infrastructure running on Kubernetes in AWS EKS. The successful candidate will be responsible for building and operating ML data, tooling, serving, and inference layers of the ML platform. They will work with trillions of data points and support multi-TB scale training jobs.

Attentive has been recognized by Deloitte's Fast 500, LinkedIn's Top Startups, and Forbes Cloud 100, demonstrating their strong market position and growth potential. The company values action, teamwork, customer success, and ownership mentality. They offer a competitive compensation package including a base salary range of $144,840 - $210,000 annually, plus substantial equity and comprehensive benefits.

This is an excellent opportunity for an experienced ML platform engineer who wants to make a significant impact in a rapidly growing company. The role offers the flexibility of remote work while being part of a team that's building the future of personalized marketing technology. The position requires deep technical expertise combined with the ability to collaborate across teams and influence architectural decisions that will shape the company's ML infrastructure.

Last updated 5 days ago

Responsibilities For Senior Machine Learning Platform Engineer, Feature Store Developer

  • Unlock offline & real-time access to trillions of data points for ML and Data Science teams
  • Manage, expand, and optimize feature store for feature engineering, multi-TB scale training jobs, and inferencing
  • Support PB scale data operations using Apache Spark, Spark Structured Streaming, Kafka, and Ray
  • Partner with other teams and business stakeholders to deliver ML and AI initiatives

Requirements For Senior Machine Learning Platform Engineer, Feature Store Developer

Java
Python
Kubernetes
Redis
PostgreSQL
TypeScript
React
  • 5+ years experience in Data Engineering / MLOps
  • Experience building and maturing pipelines of a PB-scale feature store
  • Deep Apache Spark, Spark Streaming, and Ray Data experience
  • Experience with feature stores such as Tecton or Feast
  • Understanding of online and offline ML inferences
  • Understanding of data cardinality, query plans, configuration settings, and hardware impact

Benefits For Senior Machine Learning Platform Engineer, Feature Store Developer

Medical Insurance
Dental Insurance
Vision Insurance
Equity
  • Competitive salary
  • Equity compensation
  • Health & wellness benefits

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