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Closed on June 28, 2026.
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Senior Generalist (Python, Data) Engineer - Healthcare AI Platform
Backend Developer
Python
Senior
Artificial Intelligence
Cloud Architecture
Cloud Operations
Cloud Platform
Data Engineer
Data Platform
DevOps
Generalist
Healthcare It
Information Technology (IT)
Machine Learning
Ml Ops
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Job Description
Provectus is seeking a Senior Generalist Engineer with strong Python and data platform experience to own and operate a production AI platform within a regulated enterprise. The role covers backend development, data pipelines, DevOps, and cloud infrastructure, requiring autonomous ownership and cross-functional collaboration.
Responsibilities
- Maintain, improve, and extend an AI platform already running in production
- Handle a mix of backend development, data engineering, DevOps, and infrastructure work
- Translate business and product requirements into technical decisions independently
- Collaborate directly with internal stakeholders and consumer teams
- Establish and maintain engineering best practices for the platform
- Identify and resolve technical issues as the first line of defense
Requirements
- 6+ years of hands-on engineering experience with production systems
- Generalist mindset, comfortable across backend development, data pipelines, and cloud infrastructure
- Strong production Python skills and solid software engineering fundamentals
- Hands-on experience with AWS (S3, Lambda, ECS, SQS, Bedrock, RDS or similar)
- Experience with analytical data pipelines (SQL, Spark) and data processing at scale
- Experience with Infrastructure as Code (Terraform, CDK, or CloudFormation)
- Experience with AI-assisted development workflows (Claude Code or alternatives), not just autocomplete
- Experience maintaining and scaling systems in production, not just building POCs
- Autonomous working style, you don't need a project manager to tell you what to do next
- US-based, required due to project compliance and data security constraints
Technologies
- Python
- AWS
- S3
- Lambda
- ECS
- SQS
- Bedrock
- RDS
- SQL
- Spark
- Terraform
- CDK
- CloudFormation
- Claude Code
Benefits
- Full ownership of a production AI platform
- Remote-first, fully flexible work environment
- Annual performance bonus
- Health, dental, vision, 401(k) with company match, unlimited PTO
- Long-term engagement; this role extends beyond the initial project
About the Role
We are seeking a senior hands-on engineer to own and maintain a sophisticated AI platform already in production. This is not a greenfield project. You will work on a live system used in a regulated enterprise environment, handling real scale and complexity. You will operate autonomously, make technical decisions independently, and serve as the primary technical owner of the solution.
Nice to Have
- Experience with AI/ML systems or LLM-based applications
- Container-based deployments and Lambda optimization
- DevOps or MLOps background
- Prior consulting or professional services experience
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