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Senior Generalist Engineer - Healthcare AI Platform (US, Remote)

3 weeks, 4 days ago
United States
Full-time
Senior
DevOps Engineer
Software Development
Apache Spark AWS AWS CDK CloudFormation LLM MLOps Python SQL Terraform
Apply Now
Provectus

Provectus

Provectus provides consulting services in artificial intelligence and machine learning, assisting businesses in integrating AI solutions to meet their unique objectives and enhance their operational capabilities across various industries.

Professional Services
251-1K
Founded 2010
View All Jobs 29

Description

  • Maintain, improve, and extend an AI platform already running in production.
  • Handle backend development, data engineering, DevOps, and infrastructure work across the platform.
  • Translate business and product requirements into technical decisions independently.
  • Work directly with internal stakeholders and consumer teams to support platform needs.
  • Establish and maintain engineering best practices for the platform.
  • Identify and resolve technical issues as the first line of defense.
  • Operate autonomously and serve as the primary technical owner of the solution.
  • Support a live system with real scale and complexity in a regulated environment.

Requirements

  • 6+ years of hands-on engineering experience with production systems.
  • Generalist mindset with comfort across backend development, data pipelines, and cloud infrastructure.
  • Strong production Python skills and solid software engineering fundamentals.
  • Hands-on experience with AWS services such as S3, Lambda, ECS, SQS, Bedrock, and RDS, or similar services.
  • Experience with analytical data pipelines using SQL and Spark, and data processing at scale.
  • Experience with Infrastructure as Code tools such as Terraform, CDK, or CloudFormation.
  • Experience with AI-assisted development workflows such as Claude Code or similar tools, beyond autocomplete.
  • Experience maintaining and scaling systems in production, not just building POCs.
  • Autonomous working style with the ability to self-direct without a project manager.
  • US-based location required due to project compliance and data security constraints.
  • Experience with AI/ML systems or LLM-based applications is preferred.
  • Container-based deployments and Lambda optimization experience is preferred.
  • DevOps or MLOps background is preferred.
  • Prior consulting or professional services experience is preferred.

Benefits

  • Remote-first, fully flexible work environment.
  • Annual performance bonus.
  • Health, dental, and vision insurance.
  • 401(k) with company match.
  • Unlimited PTO.
  • Long-term engagement beyond the initial project.
  • Full ownership of a production AI platform.

Interested in this position?

Apply directly on the company website

Apply Now

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