AI Platform Engineer
Job Description
AI Platform Engineer
A technology focused role within a large, data-driven organization seeking an experienced engineer to build and scale modern AI, data, and application platforms. The position focuses on developing production-grade systems across data engineering, machine learning, and generative AI, while supporting enterprise-wide technology initiatives.
Core Responsibilities Data Platform & Architecture
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Design and implement cloud-based data lake / warehouse architectures centered around modern platforms (e.g., Snowflake)
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Develop data ingestion pipelines from enterprise systems (project management, ERP, HR systems, contract databases)
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Build structured and unstructured ingestion workflows using Python, REST APIs, ETL tools, and serverless compute (e.g., AWS Lambda)
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Establish best practices for data governance, cataloging, lineage, and security
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Develop retrieval-augmented generation (RAG) pipelines using enterprise document datasets
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Implement embedding strategies and manage vector databases (e.g., Pinecone or similar)
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Enable semantic search, document indexing, and corpus-level comparison workflows
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Build agent-based workflows using modern LLM orchestration frameworks (e.g., LangChain or similar ecosystems)
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Define prompt management practices, evaluation frameworks, and safety guardrails
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Deploy machine learning models and pipelines in cloud environments (AWS, Azure, or similar)
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Build CI/CD pipelines for ML workflows and data pipelines
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Implement monitoring, drift detection, and automated retraining processes
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Design systems for scalability, reliability, and high availability
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Develop internal web applications and dashboards to expose AI/ML outputs
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Build interactive analytical tools (e.g., risk visualizations, milestone tracking, scenario modeling)
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Create chatbot and AI assistant interfaces for enterprise knowledge access
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Integrate backend ML services into scalable user-facing applications
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Ensure secure, responsive, and user-friendly front-end experiences
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8+ years in data engineering, machine learning engineering, or related fields
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Strong proficiency in Python (production-level development)
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Experience with modern cloud data platforms (e.g., Snowflake or equivalents)
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End-to-end experience building and deploying ML pipelines in production
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Advanced SQL and data modeling expertise
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Hands-on experience with LLM APIs and ecosystems (e.g., OpenAI, Claude, Gemini)
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Experience building RAG systems and working with vector databases (e.g., Pinecone)
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Familiarity with cloud platforms (AWS, Azure, or similar)
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Experience implementing CI/CD pipelines for data and ML systems
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Strong understanding of data security and enterprise architecture
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Experience developing RESTful APIs and backend services
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Experience building modern web applications (React, Next.js, or similar)
Core Technical Skills:
Data Engineering
ML Pipelines
Cloud Platforms (AWS, Azure)
Data Governance
ETL & Data Ingestion
Serverless Computing
Vector Databases (Pinecone)
Generative AI & LLM APIs
MLOps & CI/CD
API Development
The role leads the development of scalable AI and data infrastructure that enhances operational efficiency and enterprise AI integration.
The Phoenix Group Advisors is an equal opportunity employer. We are committed to creating a diverse and inclusive workplace and prohibit discrimination and harassment of any kind based on race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, genetic information, disability, or veteran status. We strive to attract talented individuals from all backgrounds and provide equal employment opportunities to all employees and applicants for employment.
Meet Your Recruiter
Kenny Pilanski
Regional Director
Kenny is a graduate from Quinnipiac University where he received his degree in Industrial Organizational Psychology. He has been with TPG since November 2015 and initially got into recruiting through a friend from college and never looked back. When he is not in the office you can find him fishing, golfing, or hanging out with his girlfriend and dog Foxy.
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