Generalist Engineer Jobs

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1mo ago

Senior Generalist (Python, Data) Engineer - Healthcare AI Platform

Provectus Remote 🇺🇸 Remote

Remote

1mo ago Closed

Full time Backend Developer Python Senior

This position is no longer accepting applications (closed Jun 28, 2026).

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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