Redfin Logo

Redfin

Sr Software Engineer - Applied Machine Learning

Posted 4 Days Ago
Be an Early Applicant
2 Locations
Senior level
2 Locations
Senior level
As a Senior Software Engineer in Applied Machine Learning, you'll architect high-scale ML products, develop data pipelines, and operate APIs for Redfin's customers while collaborating in a team environment.
The summary above was generated by AI

This position is a hybrid role requiring employees to work from our headquarters location in Seattle, WA; or Atlanta, GA every Tuesday and Wednesday, and remote all other days.

Redfin is revolutionizing the $75 billion real estate industry. We use data, beautiful software, and innovative design to put customers first at every step in the home-buying and selling process. Get ready to dive headfirst into our award-winning website and mobile apps, solving complex business problems in a highly visible, customer-centric way. If you value doing great work in a collaborative environment, join our team!

The Applied Machine Learning (AML) group at Redfin works towards redefining real estate in the customer’s favor using machine learning. We work on foundational problems in the real estate space including recommendations (“Where should I live”)  and price estimation (“How much is a home worth”). We have real estate data at a national level and work across various domains in machine learning using large-scale multi-modal property data (documents, images, text, video, 3D scans etc.). AML also owns and maintains end-to-end production-grade large-scale machine learning infrastructure and systems serving hundreds of millions of consumers.

As a Senior Software Engineer for the Applied Machine Learning Team, your job is to define and own the application architecture that delivers high-volume, high-scale ML products to Redfin’s customers. Your domain will include Python applications transforming data for batch and real-time purposes, as well as developing and operating APIs that serve Redfin's models and related business logic. You will work with an experienced group of machine learning engineers and researchers with robust research to production culture. This is a role for a backend expert: you'll do everything from data at rest through to packaging API results for the web or streaming out to other teams at Redfin. But you won't have to write CSS. :) 

The Role:

  • You will work on Redfin’s machine learning platform creating new data pipelines and tooling to help scale our solutions for the #1 brokerage website for 2024, with 7x the traffic of our next closest brokerage competitor 

  • You'll build products and tools that drive some of the company's most critical metrics and impact revenue growth. We are helping create the best possible home buying or selling experience, one feature at a time.

  • You will assist with debugging and recovery when incidents arise.

  • You will drive team efficiency improvements and share your learnings with other engineers across Redfin.

  • You will keep our systems up to date with current best practices and tooling, including monitoring, logging, and deployment tooling.

 

Who You Are:

  • You have 5+ years of experience in Software or Systems Development

  • You have demonstrable experience designing, building, monitoring and operating robust, scalable back-end cloud infrastructure that efficiently processes millions of records per minute.

  • Python development experience in a large or complex application, Service Observability, public cloud deployment experience (AWS, Azure or GCP)

  • Specifically, you have extensive production experience with large high-complexity python services used by millions of users and own the full lifecycle of Tier 1 API's

  • You are a thought leader able to identify solutions to difficult problems and lead these solutions to implementation

  • You have a Bachelor's degree in Computer Science, Computer or Electrical Engineering, or equivalent work experience

  • Participate in an on-call rotation, providing timely support (approximately one week every 4-5 weeks).

 

What We Offer:

  • Competitive compensation packages with a salary, bonuses, and restricted stock grants

  • Generous benefits, including paid vacation, medical, dental, and vision insurance, and fully paid family leave

  • A high-growth company, providing opportunities for continued professional development and growth.

To make sure we hire the most qualified people, we’ve designed a multi-step selection process that may include interviews, a homework assignment, and a reference check. We’re excited to get to know you and hope you’re ready to give this opportunity everything you’ve got! 

#LI-JK

The compensation information below is provided in compliance with all applicable disclosure requirements.

Base Pay Range: $146,500.00 - 198,000.00. Actual base pay will depend on varying circumstances, including the position, location, individual qualifications, market finances, and other operational business needs. Compensation may also include bonuses and equity.

We offer a generous benefits package including flexible vacation that supports the importance of time away from work for rest and relaxation, 12 paid holidays, paid parental leave, sick leave (accrued at 1 hour for every 30 hours worked), medical, dental, and vision insurance benefits, flexible spending account, health savings account, life and disability insurance, fertility benefits, Employee Assistance Programs, and 401(k) employer match.#LI-Hybrid

Redfin is an equal opportunity employer committed to hiring a diverse workforce.

A diverse, inclusive culture is vital to Redfin's mission of making real estate better for people from all walks of life. We’re proud that Redfin is a place where different points of view and backgrounds are encouraged and respected. We constantly strive to build a company that reflects the world around us, based on our conviction that pursuing and developing talent of all types is the right way for a business to thrive over the long haul.

Redfin provides equal employment opportunities to all employees and applicants for employment and prohibit discrimination based on race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, and any other characteristic protected by applicable federal, state or local law. If you need accommodation in the application or recruitment process because of a disability or special need, please contact [email protected]

Redfin encourages individuals with criminal record histories to apply for employment and considers such individuals for employment consistent with the requirements of any applicable fair chance acts, including but not limited to the California, San Francisco and Los Angeles County Fair Chance Acts. Philadelphia applicants can access a copy of Philadelphia Fair Criminal Records Screening Standards ordinance poster here.

Redfin accepts applications on an ongoing basis.

Top Skills

AWS
Azure
GCP
Python

Similar Jobs

An Hour Ago
Remote
Hybrid
7 Locations
Mid level
Mid level
Software
Design and develop scalable systems, collaborate with teams on architecture, advocate for improvements, and contribute to product strategy, leveraging 2+ years of software development experience.
Top Skills: AWSAzureGCPJavaScriptNode.jsNoSQLPostgresPythonReactRuby On RailsTypescript
Yesterday
Hybrid
Atlanta, GA, USA
Senior level
Senior level
Automotive • Cloud • Greentech • Information Technology • Other • Software • Cybersecurity
The Senior UX Architect will guide others in UX practices, develop user-centered designs, facilitate collaboration, and ensure intuitive user experiences across products.
Top Skills: Figma
Yesterday
Hybrid
9 Locations
Senior level
Senior level
Fintech • HR Tech
Lead ML initiatives in payments and risk, develop models, engage stakeholders, enhance Gusto's products using data-driven insights.
Top Skills: Logistic RegressionNeural NetworksPythonRRandom ForestXgboost

What you need to know about the Vancouver Tech Scene

Raincouver, Vancity, The Big Smoke — Vancouver is known by many names, and in recent years, it has gained a reputation as a growing hub for both tech and sustainability. Renowned for its natural beauty, the city has become a magnet for professionals eager to create environmental solutions, and with an emphasis on clean technology, renewable energy and environmental innovation, it's attracted companies across various industries, all working toward a shared goal: advancing clean technology.

Sign up now Access later

Create Free Account

Please log in or sign up to report this job.

Create Free Account