Remote Software Engineer II, Machine Learning Platform

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Description:

  • Attentive is seeking a self-motivated, highly driven Software Engineer II to join their Machine Learning Platform (MLOps) team.
  • The role involves enabling Attentive’s Machine Learning (ML) practice to impact their AI product suite through tools for training, inference, and deploying ML models.
  • Responsibilities include building and maintaining a foundational ML platform for ML engineers and data scientists.
  • The team is responsible for the ML data, tooling, serving, and inference layers of the ML platform.
  • Key tasks include expanding and optimizing the ML platform, building capabilities for CPU/GPU clusters, and maintaining a low-latency, high-volume ML serving layer.
  • The engineer will orchestrate Kubernetes and ML training/inference infrastructure, manage environments and workflows for ML engineers, and develop automation workflows to improve efficiency.
  • The role also involves analyzing system resources for efficiency and scalability, partnering with other teams, and mentoring new team members.

Requirements:

  • Candidates must have 3+ years of experience in MLOps, Platform Engineering, DevOps, or Infrastructure.
  • A strong understanding of best practices and tooling for ML is required.
  • Experience in building infrastructure for an ML platform and managing CPU and GPU compute is essential.
  • A background in software development is necessary, with a passion for ML infrastructure.
  • Proficiency in Infrastructure as Code using Terraform is required.
  • Familiarity with CI/CD processes and tools like Jenkins, CircleCI, Argo Workflows, and ArgoCD is necessary.
  • Candidates should have experience with observability tools such as Splunk, Nagios, Sensu, Datadog, and New Relic.
  • Direct experience with Docker and Kubernetes is required.

Benefits:

  • Competitive salary range for this full-time position is $148,000 - $195,000 annually, plus equity and benefits.
  • Equity is a substantial part of the total compensation package.
  • Attentive offers a variety of perks and benefits, including health and wellness programs.
  • The company values diversity and provides equal employment opportunities for all employees and applicants.
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