Full-Time

Senior Mlops Engineer

Confirmed live in the last 24 hours

Rokt

Rokt

501-1,000 employees

Ecommerce platform optimizing checkout experiences

Consumer Software
Fintech

Compensation Overview

$215k - $270kAnnually

+ Employee Equity Plan Grant

Mid, Senior

Seattle, WA, USA

Teams are in the office 4 days per week.

Category
Applied Machine Learning
AI & Machine Learning
Required Skills
Kubernetes
Airflow
Tensorflow
Docker
AWS
Requirements
  • Bachelor’s degree in Computer Science or a related technical field, or equivalent practical experience.
  • Solid experience in maintaining and scaling machine learning pipelines using TensorFlow and Kubeflow.
  • At least 3 years of experience in ML Engineering, with expertise in deploying models and managing ML workflows.
  • Familiarity with MLflow, TFX, or Airflow.
  • Strong knowledge of cloud platforms, particularly AWS.
  • Experience with containerization tools like Docker and Kubernetes.
Responsibilities
  • Enhance ML Pipeline Efficiency: Directly improve the robustness, scalability, and performance of our TensorFlow and Kubeflow pipelines. Focus on optimizing model training and serving processes, minimizing downtime, and automating routine tasks to increase operational efficiency.
  • Drive Platform Scaling & Innovation: Take a leadership role in expanding our ML platform's capacity to manage larger data volumes and more complex models. Research and integrate cutting-edge technologies, develop scalable architectures, and elevate system performance and efficiency through continuous enhancements.
  • Establish MLOps Excellence: Design and implement robust MLOps frameworks that streamline the integration, continuous deployment, and monitoring of ML models. Set up comprehensive CI/CD pipelines, automate testing, and create monitoring tools to proactively track model performance and detect issues.
  • Foster Cross-Functional Collaboration: Partner with data scientists, software engineers, and product teams to transform business requirements into scalable and dependable machine learning solutions. Bridge the gap between model development and deployment, ensuring models are production-ready and align with performance standards.
  • Overcome Production Challenges: Proactively monitor, troubleshoot, and resolve issues affecting model performance, data pipeline integrity, and system efficiency. Identify root causes and implement strategic solutions to ensure the ongoing stability and performance of our ML infrastructure.

Rokt enhances the online shopping experience by optimizing the checkout process for ecommerce businesses. It provides a platform that allows companies to display relevant payment options and premium offers at the final stage of a customer's purchase. This approach helps businesses increase their average order value and create new revenue streams. Rokt stands out from its competitors by focusing specifically on the checkout phase, ensuring that customers receive attractive deals that improve their shopping experience. The goal of Rokt is to help businesses maximize their earnings from each customer while also improving customer satisfaction and loyalty.

Company Stage

Series E

Total Funding

$473.8M

Headquarters

New York City, New York

Founded

2012

Growth & Insights
Headcount

6 month growth

1%

1 year growth

1%

2 year growth

27%
Simplify Jobs

Simplify's Take

What believers are saying

  • Rokt's partnerships with major brands like Ulta Beauty and Just Eat enhance its market presence.
  • The rise of retail media networks creates new revenue opportunities for Rokt.
  • Increased focus on AI-driven personalization boosts customer engagement and conversion rates.

What critics are saying

  • Increased competition from Grubhub's advertising initiatives could impact Rokt's market share.
  • Rokt's reliance on partnerships may pose risks if partners develop in-house solutions.
  • Rapid expansion and new executive hires could lead to integration challenges and cultural clashes.

What makes Rokt unique

  • Rokt optimizes the checkout experience to increase average order value for businesses.
  • The company leverages a closed marketplace of premium brands to enhance customer lifetime value.
  • Rokt's innovative approach has earned it multiple awards and recognition in the industry.

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