In this role you will
Contribute to all phases of product development, from ideation and prototyping to implementation and iteration
Design reliable, scalable backend services to support AI-powered features in production
Build and evolve scalable backend services and APIs that aggregate, enrich, and serve large, complex real estate datasets
Develop and refine frontend and backend product experiences that make sophisticated data intuitive, trustworthy, and actionable
Evaluate and benchmark LLM performance across latency, cost, accuracy, and hallucination rates
Own technical decisions for systems that sit at the center of Mainstay’s SaaS platform and directly influence investor decision-making
Partner closely with product managers, designers, data science, and data engineering to translate business needs into durable technical solutions
Improve system reliability, performance, and maintainability as the platform scales
Modernize and automate legacy real estate workflows by replacing manual analysis with software-driven insights
Mentor other engineers through code reviews, technical guidance, and shared ownership of team standards
What we’re looking for
5+ years of experience building and shipping production-grade software in fast-paced and early-stage start up
Proven, hands-on experience developing and deploying production-ready AI features
Highly proficient with AI-first thinking and software development best practices
Strong full-stack engineering skills with a backend-first orientation
Deep experience designing, building, and operating scalable backend systems, ideally in Python
Solid frontend experience with React or similar modern frameworks
Experience working with data-heavy, analytics-driven, or workflow-oriented systems
Strong technical judgment and the ability to balance speed, correctness, and long-term maintainability
Clear, thoughtful communication skills for a remote, highly collaborative team
A proactive, ownership-driven approach to ambiguous problems
This role is a great fit if
You want to work on high-leverage systems that directly shape how institutional investors deploy capital
You enjoy owning complex technical problems from problem definition through production impact
You like working at the intersection of data, product, and business decision-making
You’re comfortable influencing technical direction and raising the bar for engineering quality
You thrive in environments with autonomy, responsibility, and evolving priorities with strong ownership
Not a great fit if
You lack strong backend experience or are uncomfortable owning production systems in Python
You prefer narrowly scoped tasks over end-to-end ownership
You avoid frontend or product-facing work You struggle with ambiguity, changing requirements, or close cross-functional collaboration
You prefer highly rigid processes and minimal iteration
Tools we use
Languages: Python, TypeScript
Backend: FastAPI, Django
Frontend: React, Next.js
Data: Airflow, dbt, Snowflake, PostgreSQL
Infra: AWS, Terraform
Tooling: GitHub
MAINSTAY BUILT ON TRUST
At Mainstay, trust is at the core of everything we do. We build trust with everyone -- from candidates to employees to partners. We believe in fairness and openness throughout our hiring process, evaluating candidates based on qualifications without regard to race, color, religion, national origin, age, gender, marital status, disability, veteran status, sexual orientation, gender identity, or any other protected status. Our privacy practices describe how we handle applicant information, you can find the policy details for California residents here https://mainstay.io/privacy.
We are committed to providing reasonable accommodations throughout our recruitment processes for candidates with disabilities, pregnancy, religious beliefs, or other reasons protected by applicable laws. If you require assistance or a reasonable accommodation, please contact us at mainstay-recruiting@opendoor.com
