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Full-Time

Senior Mlops Engineer

Seattle

Posted on 9/26/2024

Rokt

Rokt

501-1,000 employees

Ecommerce platform optimizing checkout experiences

Fintech
Consumer Goods

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
Deep Learning
AI & Machine Learning
Required Skills
Kubernetes
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. Its platform allows companies to display relevant payment options and premium offers at the final stage of a customer's purchase, which helps increase the average order value and create new revenue streams. Rokt stands out from competitors by focusing specifically on the checkout phase, ensuring that businesses can maximize their earnings from each transaction. The goal of Rokt is to drive revenue growth for its clients while providing customers with attractive deals that improve their shopping experience.

Company Stage

N/A

Total Funding

$473.8M

Headquarters

New York City, New York

Founded

N/A

Growth & Insights
Headcount

6 month growth

0%

1 year growth

0%

2 year growth

31%
Simplify Jobs

Simplify's Take

What believers are saying

  • Rokt's partnerships with major brands like Albertsons and Afterpay highlight its strong market position and potential for further growth.
  • The company's expansion of its New York City headquarters and commitment to job creation reflect robust financial health and growth prospects.
  • Rokt's acquisition of AfterSell indicates a strategic move to enhance its offerings for SMBs and Shopify customers.

What critics are saying

  • The highly competitive ecommerce market requires continuous innovation to maintain differentiation and market share.
  • Rapid expansion and multiple high-level appointments could lead to integration challenges and strategic misalignments.

What makes Rokt unique

  • Rokt specializes in optimizing the checkout experience, a niche often overlooked by other ecommerce platforms.
  • Their closed marketplace of premium brands allows for highly relevant and attractive offers, enhancing customer lifetime value.
  • Rokt's recognition in industry awards and rapid growth underscore its innovative approach and market leadership.