drjobs Staff Software Engineer Machine Learning Infrastructure

Staff Software Engineer Machine Learning Infrastructure

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1 Vacancy
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Job Location drjobs

San Francisco, CA - USA

Monthly Salary drjobs

$ 212400 - 274900

Vacancy

1 Vacancy

Job Description

A home is the biggest investment most people make and yet it doesnt come with a manual. Thats why were building the only app homeowners need to effortlessly manage their homes knowing what to do when to do it and who to hire. With Thumbtack millions of people care for what matters most and pros earn billions of dollars through our platform. And as one of the fastestgrowing companies in a $600B industry we must be doing something right.

We are driven by a common goal and the deep satisfaction that comes from knowing our work supports local economies helps small businesses grow and brings homeowners peace of mind. Were seeking people who continually put our purpose first: advocating for pros and customers embracing change and choosing teamwork every day.

At Thumbtack were creating a new era of home care. If making an impact and the chance to do good inspires you join us. Imagine what well build together.

Thumbtack by the Numbers

  • Available nationwide in every U.S. county
  • Over 85 million projects started on Thumbtack
  • More than 11 million 5star reviews and counting
  • Pros earn billions on our platform
  • 1000 employees
  • $3.2 billion valuation (June 2021

About the Machine Learning Infrastructure Team

At Thumbtack were solving complex technical challenges across search ranking recommendations pricing optimization and spam detection. Our ML Infrastructure team leads the architectural vision and implementation of enterprisewide machine learning capabilities enabling teams to effectively experiment with and deploy ML models at scale. Were building nextgeneration infrastructure that powers Thumbtacks AIfirst future. For insights into our engineering challenges visit our engineering blog.

Challenge

As a Staff ML Infrastructure Engineer youll drive the technical vision and strategic direction of Thumbtacks machine learning platform. Youll architect solutions that democratize ML capabilities across the organization while establishing best practices and technical standards. Working closely with senior leadership youll shape our technical roadmap for generative AI adoption feature platform evolution and ML operational excellence.

Responsibilities

  • Define and drive the technical vision and architecture for Thumbtacks nextgeneration ML infrastructure
  • Lead crossfunctional initiatives spanning engineering data science and product teams to build scalable enterprisegrade ML systems
  • Architect and oversee implementation of critical ML infrastructure components including model serving systems and RAG systems that can scale.
  • Establish technical standards and best practices for ML engineering across the organization
  • Mentor and provide technical leadership to engineering teams on ML infrastructure best practices
  • Partner with senior leadership to align ML infrastructure capabilities with business objectives

What youll need

If you dont think you meet all of the criteria below but still are interested in the job please apply. Nobody checks every box and were looking for someone excited to join the team.

  • 8 years of engineering experience with significant focus on distributed systems
  • 4 years of handson experience building ML infrastructure or ML platforms at scale
  • Deep expertise in at least one major programming language; proficiency in our core stack (Go Python) preferred
  • Proven track record of technical leadership on complex crossfunctional projects
  • Strong architectural skills with experience designing scalable reliable distributed systems
  • Deep understanding of ML workflows common frameworks and operational challenges
  • Experience mentoring teams and driving engineering excellence
  • Track record of making strategic technical decisions with organizationwide impact

Bonus points if you have

  • Experience building AI platforms that support hundreds of models in production
  • Deep expertise with modern ML frameworks (PyTorch TensorFlow) and MLOps tools
  • Experience implementing generative AI capabilities at enterprise scale
  • Track record of building highperforming technical teams
  • Expertise with cloudnative architectures and major cloud providers (AWS GCP)
  • Experience driving technical strategy at fastgrowing technology companies

Thumbtack is a virtualfirst company meaning you can live and work from any one of our approved locations across the United States Canada or the Philippines. Learn more about our virtualfirst working model here.

For candidates living in San Francisco / Bay Area San Jose New York City or Seattle metros the expected salary range for the role is currently $249900 $323400.

For candidates living in Austin TX or Washington DC metros or in California Massachusetts New Jersey or Washington states the expected salary range for the role is currently $224900 $291100.

For candidates living in all other US locations the expected salary range for this role is currently $212400 $274900. Actual offered salaries will vary and will be based on various factors such as calibrated job level qualifications skills competencies and proficiency for the role.

#LIRemote

Learn More About Us

Thumbtack embraces diversity. We are proud to be an equal opportunity workplace and do not discriminate on the basis of sex race color age pregnancy sexual orientation gender identity or expression religion national origin ancestry citizenship marital status military or veteran status genetic information disability status or any other characteristic protected by federal provincial state or local law. We also will consider for employment qualified applicants with arrest and conviction records consistent with applicable law.

Thumbtack is committed to working with and providing reasonable accommodation to individuals with disabilities. If you would like to request a reasonable accommodation for a medical condition or disability during any part of the application process please contact: .

If you are a California resident please review information regarding your rights under California privacy laws contained in Thumbtacks Privacy policy available at https://www.thumbtack/privacy/ .


Required Experience:

Staff IC

Employment Type

Full-Time

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