Software Development Engineer II, Machine Learning (Remote)
Remote
Remitly
Transfer money internationally to 170+ countries and 100+ currencies with no hidden fees. Receive funds securely using convenient delivery options.At Remitly, we help people around the world send over $6 billion around the globe inspired by our mission to accomplish our promise to immigrants to send money across the world. Sending money is faster, easier, and costs less with our all-digital money transfer platform. We want to transform the lives of immigrants and their families by providing the most trusted financial service products on the planet. At Remitly, your work has a direct and positive impact on people around the globe. Your work matters, every day.
About the Role
As a Software Development Engineer (SDE) on the Machine Learning (ML) Platform team, you will report to the Director of Machine Learning and Data Engineering as a part of a global ML team working on data products that underpin our business. The ML platform team builds the infrastructure, tools, and systems that support the entire lifecycle of models. We are accountable for and are improving our internal ML platform to serve a broad set of use cases across fraud, pricing, treasury, and marketing.
You Will
- Build production systems that provide data derived results in realtime or batch
- Partner with Economists, Analysts, and Engineers to build the strategies and products that power our pricing engine
- Design the future of our ML feature, training, and serving systems
- Have a significant impact on Remitly's bottom line
- Improve our ML platform ensuring better data product delivery throughout the entire organization
You Have
- 2+ years of work experience building production ready systems
- Solid knowledge of distributed systems and streaming platforms
- Practical knowledge in one or more object-oriented languages, including Python, Go, Scala, or Java
- Proficiency with system design and data processing/pipelining
- Experience with SQL and common Python ML libraries (scikit-learn, scipy, numpy, matplotlib, and pandas)
It's also great, but not necessary, if you have
- Experience with AWS, Scala, Spark, and Hadoop
- Practical knowledge building ML models to solve industry problems
- Built or worked with ML feature stores and autonomous training and validation pipelines
Our Benefits
- Unlimited paid time off
- Health, dental, and vision benefits + 401k plan with company matching
- Company contributions to your HSA or FSA plan, if you choose one
- Continuing education and corridor travel benefits
- Scholars program
Remitly is an Equal Opportunity Employer. Equal employment opportunity has been, and will continue to be, a fundamental principle at Remitly. We are committed to nondiscrimination across our global organization and in all of our business operations. Employment is determined based upon personal capabilities and qualifications without discrimination on the basis of race, creed, color, religion, sex, gender identification and expression, marital status, military status or status as an honorably discharge/veteran, pregnancy (including a woman's potential to get pregnant, pregnancy-related conditions, and childbearing), sexual orientation, age (40 and over), national origin, ancestry, citizenship or immigration status, physical, mental, or sensory disability (including the use of a trained dog guide or service animal), HIV/AIDS or hepatitis C status, genetic information, status as an actual or perceived victim of domestic violence, sexual assault, or stalking, or any other protected class as established by law.
Remitly is an E-Verify Employer
Tags: AWS Distributed Systems Engineering Hadoop Machine Learning Matplotlib ML models NumPy Pandas Pipelines Python Scala Scikit-learn SciPy Spark SQL Streaming
Perks/benefits: 401(k) matching Career development Health care Unlimited paid time off
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