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Provectus

AI consultancy delivering industry-specific solutions

Senior Forward Deployed AI Engineer - GenAI, AWS

AI Application EngineeringUpdated on Nov 14
Full-time

About the Job

Requirements

  • Typically 7+ years building software, including substantial production-code work for which the candidate was accountable; the candidate should remain hands-on.
  • Willingness and demonstrated ability to learn an unfamiliar business function quickly by understanding how the work is done.
  • Experience shipping generative AI or large language model systems to production and handling post-prototype challenges.
  • Experience building or owning an evaluation suite for a non-deterministic system, and ability to explain what was measured and why.
  • Strong engineering fundamentals and ability to become productive in an unfamiliar codebase or language.
  • Proficiency in Python and/or TypeScript.
  • Experience with cloud-native delivery on AWS, including operational considerations for systems handed off to others.
  • Pre-sales experience and credibility with senior stakeholders, including business-unit leaders and chief technology officers.
  • Comfort with ambiguity and ownership, including closing gaps in underspecified engagements.
  • Hands-on experience with Claude, Claude Code, and Cowork, including skills, workflows, Model Context Protocol, integrations, connectors, and custom harnesses.

Responsibilities

  • Spend the first weeks of each engagement learning operating constraints from the operator’s perspective, then rebuild the function from first principles alongside the client and a Forward Deployed Executive, and implement the solution.
  • Work as part of the customer’s team and process, handling real tasks and autonomously owning the method.
  • Use existing industry Blueprints—working systems previously shipped for customers—as a baseline for engagements, and contribute field learnings back to them.
  • Deliver Cowork Activation, Agentic SDLC, and Blueprint Activations in Financial Services and Healthcare.
  • Help enterprises adopt AI from strategy through first deployment, and help build tooling and frameworks for the growing AI delivery practice.

Desired Qualifications

  • Experience with containers and orchestration, such as Kubernetes or ECS, and production CI/CD.
  • In-depth experience with infrastructure as code, such as AWS CDK, CloudFormation, or Terraform.
  • Open-source contributions or public writing on applied AI.
  • Experience with GCP or Azure.

About the Company

Provectus

AI consultancy delivering industry-specific solutions

Provectus provides AI consulting and implementation services to help businesses achieve their objectives using artificial intelligence. The company designs and builds AI solutions across industry-specific use cases, data and machine learning foundations, cloud transformation, and DevOps adoption, delivering end-to-end projects from strategy to deployment. It works by combining data engineering, model development, and operations with guidance on IT service management to ensure reliable, scalable solutions. Provectus differentiates itself through recognition from industry think tanks as a leading AI provider in select business domains, its status as an AWS Premier Consulting Partner with Data & Analytics, DevOps, and Machine Learning competencies, and its focus on industry-specific applications and integrated cloud and DevOps capabilities. Its goal is to be a trusted partner that helps clients unlock measurable value from AI and digital transformation for sustained business impact.

Company size
201-500
Company stage
Not listed
Total funding
Not listed
Headquarters
Palo Alto, CA
Founded
2010

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