Platform Engineer

🔥 0 minutes ago

🤠 Texas – Remote

🤠 Texas – Remote

💵 $107.2k - $182.6k / year

⏰ Full Time

🟡 Mid-level

🟠 Senior

🏗️ Platform Engineer

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RealPage, Inc.

WebsiteLinkedInAll Job Openings

5001 - 10000 employees

💼 Consulting

📦 Logistics

📣 Marketing

💰 $18.6M Post-IPO Equity - RealPage on 2022-01

Consulting • Logistics • Marketing

RealPage, Inc. is a provider of property management software and services focused on the rental housing and broader real estate markets. The company offers cloud-based (SaaS) platforms and AI-driven tools for leasing, resident experience, revenue and financial management, utility and sustainability, vendor and spend management, smart building integrations, and analytics—serving multifamily, affordable, student, senior, single-family and commercial property operators. RealPage’s solutions are designed for property management companies, owners, investors and vendors to streamline operations, increase revenue, and improve the resident experience.

📋 Description

• Own and evolve the financial data integration and ML classification platform • Build, train, and deploy classification models served via Wallaroo to predict financial field/table mappings from document headers • Extend BERT-based question-answering models for extracting structured data from free-text property descriptions • Maintain and extend the configuration-driven pipeline orchestration system • Match incoming files to processing pipelines, execute dynamic conditionals, and write standardized output to downstream templates • Evolve the parsing library for complex Excel workbooks with nested headers, multi-tab structures, merged cells, and varied accounting system formats • Improve prediction accuracy, expand audit logging, and ensure processing integrity across clients and document types • Drive technical decisions on model-serving infrastructure, database schema design, and API integration patterns with RealPage's Data Management Gateway (DMG) • Provide mentorship and technical guidance to one direct report

🎯 Requirements

• 5+ years Python development with production ML systems • Strong experience with NLP / text classification, specifically training and fine-tuning transformer models (Hugging Face, TensorFlow) for document understanding tasks • Deep proficiency with pandas, NumPy, SQLAlchemy, and PostgreSQL • Experience building and maintaining ETL pipelines that process messy, semi-structured data (Excel, CSV) at scale • Familiarity with ML model serving platforms (Wallaroo, SageMaker, Vertex AI, or similar), including OAuth2-based inference APIs • Ability to operate as a technical lead, triage bugs, ship features, make architectural calls independently, and mentor junior engineers • Demonstrated ability to work across the full stack of a data platform, from raw file ingestion through model inference to API integration • Preferred: Domain experience in real estate finance, property management, or accounting data (chart of accounts, trial balances, rent rolls) • Preferred: Experience with SFTP-based file processing workflows and Paramiko • Preferred: Familiarity with dynamic code generation / evaluation patterns for configurable data transformations • Preferred: Background in document parsing / OCR / intelligent document processing • Preferred: Experience with SSH-tunneled database connections and multi-environment deployments • Preferred: Prior experience mentoring or leading a small team

🏖️ Benefits

• Health, dental, and vision insurance. • Retirement savings plan with company match. • Paid time off and holidays. • Professional development opportunities. • Performance-based bonus based on position. • Annual bonus and sales incentives may be available depending on the applicable plan, role, and individual performance.