7 дней назад
Staff Software Engineer (AI/PropTech)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Software Engineer (AI/PropTech): Owning the end-to-end pipeline that ingests property management data, runs demand and renewal models, and produces rental pricing recommendations with an accent on Python services, Terraform infrastructure, Ruby on Rails, and production machine learning. Focus on reconciling inconsistent lease data, orchestrating daily inference jobs, building observability, and ensuring recommendation correctness.
Location: Remote across most of the U.S.; applicants must be authorized to work for any employer in the U.S.
Company
is a profitable, growth-stage PropTech company building AI and data SaaS products for the multifamily rentals industry.
What you will do
- Own the end-to-end pipeline that ingests property management data, runs demand and renewal models, and produces rental pricing recommendations.
- Reconcile inconsistent lease and charge data from property management systems with fragmented APIs and no shared identity model.
- Build and maintain AWS infrastructure, databases, queues, IAM roles, encryption, networking, and alarms with Terraform.
- Develop the orchestration layer for ingestion, inference, and downstream daily jobs, including input gating and failure recovery.
- Implement observability and alerting for pipeline health, data freshness, and recommendation drift.
- Work across Python, Terraform, and Ruby on Rails while setting quality standards for AI-assisted engineering.
Requirements
- 8+ years of experience building and operating production systems with significant end-to-end ownership.
- Strong Python experience in serverless or service environments, including AWS Lambda, container images, dependency management, and multi-stage orchestration.
- Hands-on Terraform experience provisioning production data stores and their IAM, encryption, networking, and monitoring.
- Fluent analytical SQL and data modeling skills, including multi-stage warehouse pipelines and reconciliation of messy source data.
- Ability to work across large Ruby on Rails codebases and experience with relational, key-value/document, and search databases.
- Deep AWS knowledge across Lambda, S3, SQS, Kinesis, EventBridge, DynamoDB, Aurora/RDS, Redshift, and IAM, plus experience operating machine learning models in production.
Nice to have
- Golang experience and large-scale web scraping with Playwright or similar tools.
- OpenSearch index management, SOC 2 or security remediation experience.
- Experience with xgboost, scikit-learn, SHAP, multifamily, PropTech, or revenue management.
Culture & Benefits
- Fully remote work across most of the U.S. with in-person offsites.
- Flexible vacation policy and paid parental leave.
- Medical, dental, and vision insurance for employees and families.
- Company-paid short-term disability, long-term disability, and basic life insurance, plus supplemental and pet insurance.
- 401(k) program.
Hiring process
- Reasonable accommodations are available during the application and recruiting process.
- Employment visa sponsorship is not available.
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