E

Experian

Venture capital arm funding data startups

Principal Engineer - GenAI Platform

AI Application EngineeringPosted on Oct 29
Full-timeSão Carlos, State of São Paulo, BrazilNo salary listed

About the Job

Requirements

  • Advanced or fluent English is mandatory for work in a global environment.
  • Substantial experience in Machine Learning Engineering and/or LLM Engineering in production environments.
  • Practical experience with Retrieval-Augmented Generation, AI agents, GenAI guardrails, model selection and routing, offline and online model evaluation, regression testing for AI applications, human-in-the-loop validation, and model monitoring and observability.
  • Experience with cloud environments, especially AWS and/or Databricks.
  • Knowledge of model and dataset versioning, experiment tracking, and MLOps.
  • Ability to influence multidisciplinary teams and business stakeholders without formal authority.

Responsibilities

  • Lead the design and implementation of GenAI solutions in enterprise and regulated environments.
  • Define scalable architectures using large language models, Retrieval-Augmented Generation, AI agents, guardrails, and model-routing strategies.
  • Establish evaluation, monitoring, and governance standards for generative AI applications.
  • Work directly with product and business teams to turn needs into production-ready solutions.
  • Develop frameworks, reusable components, templates, and best practices for adoption across multiple teams.
  • Conduct technical reviews, support architectural decisions, and serve as a technical reference for engineers and data scientists.
  • Ensure alignment with Responsible AI requirements, information security, compliance, and model risk management.
  • Promote knowledge transfer and enable teams responsible for maintaining the solutions.

Desired Qualifications

  • Experience with MLflow and Unity Catalog.
  • Knowledge of Databricks Model Serving.
  • Experience with Kubernetes, EKS, or distributed environments.
  • Experience in highly regulated sectors.
  • Knowledge of governance and Responsible AI frameworks.

About the Company

Experian

Venture capital arm funding data startups

Experian Ventures is the venture capital arm of Experian, a global information services company. It provides investment capital and strategic partnerships to startups, helping them grow by leveraging Experian's data assets, technology, and global network. The fund focuses on backing entrepreneurs who can disrupt data- and tech-driven markets, using Experian's platforms and reach to accelerate portfolio companies. Unlike standalone funds, it differentiates itself with access to Experian's scale, data resources, and worldwide offices, enabling closer collaboration and faster go-to-market support. The goal is to fund and mentor startups that can shape the future of information services while expanding Experian's ecosystem and influence across regions.

Company size
1-10
Company stage
Not listed
Total funding
$82M
Headquarters
Costa Mesa, CA
Founded
1995

Recently Posted Jobs

Explore more opportunities at Experian

See more jobs