Principal Software Engineer (AI/ML)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Principal Software Engineer (AI/ML): Building and re-architecting platforms to integrate Large Language Models and a scalable CDP with an accent on RAG, identity resolution, and AI infrastructure. Focus on designing multi-tenant architectures, implementing MLOps pipelines, and upskilling development teams in AI SDLC processes.
Location: Westlake, Texas
Company
is a global leader in data and software services that transforms the vehicle lifecycle into a connected digital experience through cognitive answers and automation.
What you will do
- Build reliable systems that integrate LLMs into products, leveraging RAG and tools like Copilot to enhance efficiency.
- Design a scalable, multi-tenant CDP capable of ingesting billions of real-time events from disparate sources.
- Implement AI/ML models within the data orchestration layer for schema mapping, anomaly detection, and data labeling.
- Develop deterministic and probabilistic matching algorithms for identity resolution to create unified customer profiles.
- Define standards for data governance, data lineage, and privacy compliance (GDPR/CCPA).
- Lead architectural reviews, set code quality standards, and define next-gen AI SDLC processes.
Requirements
- 12+ years of software development experience with a strong data management background.
- Hands-on experience building AI agents with LLMs, RAG, and frameworks like LangChain or LangGraph.
- Proficiency in .NET (C#, ASP.NET Core 8+), React.js, and TypeScript.
- Expertise with MS-SQL Server, PostgreSQL, or NoSQL databases (MongoDB, Redis).
- Experience with MLOps tools (MLflow, Kubeflow, SageMaker) and Vector Databases (Pinecone, Weaviate, or Milvus).
- Proficiency in CI/CD tools including Jenkins, Docker, and Kubernetes.
Nice to have
- Experience with event-driven design, RabbitMQ, or SQS.
- Knowledge of Blazor, Angular, GraphQL, WebSocket, or SignalR.
- Experience with Infrastructure as Code (Terraform, Bicep).
- Hands-on experience with AWS, Azure, or On-Prem data centers.
Culture & Benefits
- Opportunity to join a specialized tiger team focused on acceleration and modernization.
- Innovative work environment dedicated to bringing future technology to bear today.
- Professional growth through upskilling and leading high-impact architectural shifts.
- Commitment to equal opportunity and a diverse, global workforce.
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