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Senior Forward Deployed AI Engineer (GenAI, AWS)

27 minutes ago
United States
Full-time
Lead
AI Engineer
Software Development
AWS AWS CDK CI/CD CloudFormation Generative AI Kubernetes LLM MLflow Neo4j Python PyTorch Terraform TypeScript
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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 36

Description

  • Take the operator’s seat and perform the customer’s role before automating the workflow.
  • Work embedded inside client teams and participate in day-to-day operating processes.
  • Rebuild business functions from first principles with a Forward Deployed Executive and client stakeholders.
  • Design and ship production AI systems based on industry blueprints and client-specific constraints.
  • Evaluate non-deterministic systems by building or owning evaluation suites and measuring outcomes.
  • Work across unfamiliar codebases and contribute hands-on production code throughout the engagement.
  • Deploy cloud-native systems on AWS using containers, Kubernetes/ECS, IaC, and CI/CD.
  • Hold conversations with senior business and technical stakeholders to align on redesign and implementation.
  • Own the method and close gaps in underspecified engagements through autonomous execution.
  • Feed learnings from client work back into Provectus blueprints and delivery frameworks.

Requirements

  • 8+ years of software engineering experience, with substantial hands-on production coding.
  • Willingness to spend weeks doing the customer’s job before writing code.
  • Ability to learn unfamiliar business domains quickly and discuss them credibly with practitioners.
  • Experience shipping GenAI/LLM systems to production.
  • Experience building or owning an evaluation suite for a non-deterministic system.
  • Strong engineering fundamentals with proficiency in Python and/or TypeScript.
  • Experience with cloud-native delivery on AWS; GCP or Azure is a plus.
  • Solid AI/ML foundations and understanding of model failure modes.
  • Strong hands-on production experience with Claude Code/Cowork.
  • Fluent English, written and spoken.
  • Preferred experience as a founder, CTO, or engineering leader returning to individual contribution.
  • Preferred deep domain experience in financial services, insurance, healthcare, or asset management.
  • Preferred consulting, professional services, or other embedded customer-facing delivery experience.
  • Preferred data platform experience with data lakes, warehouses, streaming, real-time analytics, data mesh, data contracts, governance, and data quality.
  • Preferred MLOps and classical ML experience with PyTorch, SageMaker, and MLflow.
  • Preferred experience with fine-tuning, distillation, or inference/serving optimization.
  • Preferred experience with graph databases such as Neo4j or AWS Neptune.
  • Preferred IaC depth with AWS CDK, CloudFormation, or Terraform.
  • Preferred open-source contributions or public writing on applied AI.

Benefits

  • Remote-friendly culture.
  • Frontier delivery work across Cowork Activation, Agentic SDLC, and Blueprint Activations in Financial Services and Healthcare.
  • Opportunity to shape how leading enterprises adopt AI from strategy through first deployment.
  • Small, senior teams working alongside Principal Architects and Forward Deployed Engineers.
  • Chance to help build the tooling and frameworks for a growing AI delivery practice.

Interested in this position?

Apply directly on the company website

Apply Now

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