Data & ML Platform Engineer, Homebase
Employee scheduling software for small businesses
Job no longer available
Employee scheduling software for small businesses
1001+ employees
Job no longer available
1001+ employees
Company mission
To make local business teams unstoppable.
Role
Who you are
- 4+ years of software development experience, specializing in data and ML
- Expertise in SQL, Python, and Databricks
- Experience with Airflow, Kafka, Redshift
- Proficiency in data modeling and database design
- Experience having done data architecture transformations in Databricks
- Proficient in building and deploying machine learning models (including language models)
- Proficient in building model-serving pipelines for batch, streaming, and real-time inference
- Driving the operationalization of ML models, ensuring seamless deployment, monitoring, and continuous integration/continuous delivery (CI/CD) pipelines for ML systems
- Strong problem-solving skills with a strategic mindset and attention to detail
- Effective communicator and collaborator across technical and non-technical stakeholders
What the job involves
- This platform engineer will be part of the team responsible for designing and implementing data and ML platform components to enable data engineering, data science, and product teams to build data- and ML-driven features, ensuring scalability, reliability, and seamless integration across workflows
- Design, develop, and optimize the ingestion of large volumes of structured and unstructured data from diverse sources
- Support data architecture transformation initiatives on Databricks, ensuring scalable and efficient systems
- Guide the design and implementation of platform components for the training, deployment, and monitoring of ML models in production environments
- Provide expertise on industry best practices, tools, and technologies in ML engineering
- Drive the continuous improvement of data and ML workflows through automation and innovative solutions
- Take full ownership of projects, ensuring successful delivery from planning to execution
- Collaborate with cross-functional teams to gather business requirements and translate them into effective technical solutions
Application process
- **Interview Recording Notice:
- By participating in interviews with Homebase, you consent to the use of Metaview, a recording and transcription tool, during the interview process. Please be aware that all interviews may be recorded and transcribed for the purpose of evaluating candidates and ensuring the quality of our recruitment process
- If you do not consent to being recorded, please inform the Talent Team at the beginning of the call, and appropriate arrangements will be made to accommodate your preference. Your privacy is important to us, and the recorded interviews will only be used for internal evaluation and assessment of candidates
Our take
Homebase provide employees and businesses with time tracking applications, with a range of other HR functionality built in. Homebase automates the process of managing employee scheduling, and also helps companies improve internal communications.
The company contributes to the reduction of paperwork in an office by turning an array of devices into time clocks that track hours and overtime, while also providing payroll support. This makes it easier for companies to remain in sync, running a more efficient operation as a result.
Given that Homebase's customer base of small businesses is not able to pay a lot for its product, scale is the key driver in the company's future success. With over 100,000 customers already, its significant venture capital backing will ensure that the company will be able to grow (notably it's investing in Canadian talent) to provide its services on a profitable scale.
Freddie
Company Specialist at Welcome to the Jungle
Insights
29% employee growth in 12 months
Company
Funding (last 2 of 6 rounds)
Apr 2024
$60m
SERIES D
Nov 2021
$30m
GROWTH EQUITY VC
Total funding: $189m
Company benefits
- Stock Options
- Paid parental leave
- Generous paid time off options
- Offsites, customer days & social events
- Work from Anywhere Month
- Group health benefits coverage
- Group RRSP with employer match + TFSA
- Snacks + lunch on us at hub offices
- MasterClass at Work for ongoing learning
Company HQ
Yerba Buena, San Francisco, CA
Leadership
John Waldmann
(Founder & CEO)BA Political Science at Stanford. Associate at Boston Consulting Group, then KKR Capstone, before founding Homebase in 2014.
Salary benchmarks
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