Provectus

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

Provectus  •  Remote  •  1 month ago
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Job Description

Provectus is a consulting & professional services firm with focus on AI/ML-based solutions. Provectus is AWS Premier Partner helping enterprise clients across Healthcare & Life Sciences, Finance, Retail, and other industries adopt and scale AI solutions. We build custom, production-grade AI platforms, not off-the-shelf products.

About the Role:

We are looking for a senior hands-on engineer to own and maintain a sophisticated AI platform already in production. This is not a greenfield project. You will be working on a live system used in a regulated enterprise environment, handling real scale and real complexity. You will operate autonomously, make technical decisions independently, and be the primary technical owner of the solution.

What You'll Do:

  • 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
  • Work 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

What You'll Bring:

  • 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

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

What We Offer:

  • 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
Provectus

About Provectus

Provectus is an Artificial Intelligence consultancy and solutions provider, helping businesses achieve their objectives through AI.

We are recognized by industry think tanks as a leading provider of AI solutions in specific business domains, driven by sophisticated IT service management and tech innovation. Provectus is a value driver and a trusted partner for our clients and employees.

Provectus is an AWS Premier Consulting Partner with competencies in Data & Analytics, DevOps, and Machine Learning. We design and build AI solutions for industry-specific use cases, Data and Machine Learning foundation, Cloud transformation, and DevOps adoption.

Industry
IT & Software
Company Size
201-500 employees
Headquarters
Palo Alto, CA
Year Founded
2010
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