Senior Backend Engineer - ML Platform
Company
Lemonade
Location
Tel Aviv, Israel
Type
Full Time
Job Description
Tel Aviv, Israel | Tech Development | Full-time
Not your everyday company
Lemonade completely reinvented how insurance works. As a customer-centric tech company, we created an insurance experience that is smart, instant, and delightful.
At Lemonade, you'll be working with a group of like-minded makers, who get a kick out of moving fast and delivering great products. We surround ourselves with some of the smartest, most motivated, creative people who are filled with positive energy and good karma.
Unlike most publicly traded companies, we're nimble and efficient. We take pride in the fact that we still think and operate like a startup. We don't care much about titles and hierarchy and instead focus on innovation, bold moves, and challenging the status quo.
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We're built as a lean, data-driven organization that relies on a common understating of objectives and goals to provide teams with autonomy and ownership. We don't like spending our days in meetings and we skip committees altogether. At Lemonade, there's no such thing as going over someone's head. We have zero tolerance for bureaucracy, office politics, and lean-back personalities.
As a Public Benefit Corporation and a certified B-Corp, we deliver environmental and social impact using our products and tech. Through our Giveback program, we partner with organizations such as the ACLU, New Story, The Humane Society, Malala Fund, American Red Cross, 360.org, charity: water, and dozens of others, and have donated millions towards reforestation, education, animal rights, LGBTQ+ causes, access to water, and more.
Awarded 'best workplace'
Best Workplace and Best-Led Company by Inc. Magazine
"World Changing" by Fast Company
Recognized as a World Changing Idea by Fast Company Magazine
Ranked #1 Home insurance in America
Won best renters and homeowners insurance in America by US News, and others
Best Pet Insurance in America
Rated "Best Overall Pet Insurance" by Better Homes & Gardens
Rated 4.9 on the App Store
Among the highest rated apps of all time
What you're applying for
As a Senior Backend Engineer on our Machine Learning Platform team, you'll play a crucial role in creating the architecture and building our cutting-edge ML platform to support the end-to-end machine learning lifecycle. In this role, you'll drive business-wide ML projects from an engineering perspective, leveraging cloud-native technologies to empower our data scientists and engineers.
In this role you'll
- Design and develop an internal ML platform to support data scientists in their research and development efforts
- Implement cloud-native microservice architecture running on Kubernetes, leveraging infrastructure-as-code to automate the deployment and management of machine learning models
- Drive the end-to-end machine learning lifecycle, from training and testing to deployment and monitoring in real-time or near real-time environments
- Evaluate and select appropriate tools and technologies based on workload characteristics and performance requirements
- Collaborate with cross-functional teams to manage projects with various stakeholders, ensuring alignment with business goals
What you'll need
- 6+ years of experience in software engineering, with a strong track record of delivering high-scale, production-grade projects
- Proficiency in Python
- Experience working with relational and NoSQL databases, as well as cloud platforms (AWS, Azure, GCP).
- Strong problem-solving skills, attention to detail, and ability to thrive in a fast-paced, collaborative environment
- Experience with training, testing, deployment, and monitoring real-time (or near real-time) machine learning models in production, a plus
- Bachelor's or Master's degree in Computer Science, Engineering, Statistics, or related field
- Ability to work in an office environment a minimum of 3 days a week
- Enthusiasm about learning and adapting to the exciting world of AI - a commitment to exploring this field is a fundamental part of our culture
Things to know...
Lemonade is an equal opportunity employer committed to diversity and inclusivity. We never discriminate on the basis of race, national origin, gender, gender identity, sexual orientation, protected veteran status, disability, age, or other legally protected status. If you require reasonable accommodations due to religious beliefs, pregnancy, or disabilities, let us know at any time.
Date Posted
01/13/2025
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