Sr. Software Engineer - ML Platform
Square, Atlanta GA, US
Square works for every business.
Block's ML Platform group has one goal: make machine learning at Block easy. Block has over 100 engineers and data scientists building machine learning solutions, and our group's job is to support these efforts. We build model development tools, feature computation infrastructure, and high scale serving systems to ensure that those trying to use machine learning can spend less time on infrastructure and more time delivering value.
Within that group, the Data Intelligence team provides systems and tools that help teams transform their data into reusable knowledge, so that new ML systems start with access to a large set of observations and features. To accomplish these goals, we own the services that compute real time features used in the decision flows of all payments at Square and the historical data store that allows models to be trained. Our systems have to be tough enough to handle the processing load of all payments at Square, while also being flexible enough to enable data scientists from many teams to do their job.
We sit in a unique spot as a platform team since we are able to work with data scientists, engineers, and product managers from across the organization. We learn directly from our customers and build software that improves their productivity and impact.
We're looking for engineers to help us continue building out Block's ML platform.
Build tools and systems that make data scientists happier and more productive
Build highly scalable systems that can do the heavy lifting of feature processing
Work closely with product, data science, and engineering teams throughout the organization to understand their needs and solve their problems
Lead architectural and design discussions, ensuring our platform is performant, fault tolerant, and maintainable
Mentor your teammates and assist engineers on other teams who integrate with our platform
5+ years of software engineering experience
A desire to solve our customer’s problems by working with them on requirements and solutions
Experience designing and deploying large-scale distributed systems built around ML models and big data
Knowledge of the process and paint points of ML, and a desire to leverage your engineering expertise to improve Block's ML platform
Experience designing and building flexible large scale data processing systems, ideally with experience in Hadoop, Spark, and Dataflow
In-depth experience using product offerings from AWS and GCP, particularly DynamoDB, Lambdas, Bigtable, various containerization technologies, etc.
Demonstrated technical initiative and leadership on previous projects, as well as a track record of mentoring junior engineers
Technologies we use:
Java, Python, GCP, AWS, Snowflake
Python ML stack (pandas, scikit-learn, Jupyter, etc.)
MySQL, Redis, Hibernate, jOOQ, Bigtable, React
We’re working to build a more inclusive economy where our customers have equal access to opportunity, and we strive to live by these same values in building our workplace. Block is a proud equal opportunity employer. We work hard to evaluate all employees and job applicants consistently, without regard to race, color, religion, gender, national origin, age, disability, pregnancy, gender expression or identity, sexual orientation, citizenship, or any other legally protected class.
We believe in being fair, and are committed to an inclusive interview experience, including providing reasonable accommodations to disabled applicants throughout the recruitment process. We encourage applicants to share any needed accommodations with their recruiter, who will treat these requests as confidentially as possible. Want to learn more about what we’re doing to build a workplace that is fair and square? Check out our I+D page.
Additionally, we consider qualified applicants with criminal histories for employment on our team, and always assess candidates on an individualized basis.
We want you to be well and thrive. Our global benefits package includes:
- Healthcare coverage
- Retirement Plans
- Employee Stock Purchase Program
- Wellness perks
- Paid parental leave
- Paid time off
- Learning and Development resources
Block, Inc. (NYSE: SQ) is a global technology company with a focus on financial services. Made up of Square, Cash App, Spiral, TIDAL, and TBD54566975, we build tools to help more people access the economy. Square helps sellers run and grow their businesses with its integrated ecosystem of commerce solutions, business software, and banking services. With Cash App, anyone can easily send, spend, or invest their money in stocks or Bitcoin. Spiral (formerly Square Crypto) builds and funds free, open-source Bitcoin projects. Artists use TIDAL to help them succeed as entrepreneurs and connect more deeply with fans. TBD54566975 is building an open developer platform to make it easier to access Bitcoin and other blockchain technologies without having to go through an institution.
We believe the economy is better when everyone has access. When everyone has room to grow. No one should be left out because the cost is too great or the technology too complex. So we’re building easy tools to empower and enrich people. Tools that shorten the distance between having an idea and making a living from it—because we believe in fair and square. We started with a little white card reader but haven’t stopped there. Our new reader helps our sellers accept chip cards and NFC payments, our Cash app lets people send money instantly, and we’re building easy tools for customers, too. We’re empowering the electrician to send invoices, setting up the food truck with a delivery option, helping the clothing boutique pay its employees, and giving the coffee chain capital for a second, third, and fourth location. We’re here to help sellers of all sizes start, run, and grow their business—and helping them grow their business is good business for everyone.
Want to learn more about Square? Visit Square's website.
Lyft is your friend with a car, whenever you need one