Staff Software Engineer, Database (OLAP and Columnar Storage)

Reposted 7 Days Ago
Be an Early Applicant
San Francisco, CA
Senior level
Software
The Role
As a Staff Software Engineer at Amplitude, you will design and build components for a query engine that powers core analytics products. Responsibilities include scaling infrastructure, optimizing performance, and mentoring other engineers, all while tackling complex challenges in distributed systems and data processing.
Summary Generated by Built In

Amplitude is the leading digital analytics platform that helps companies unlock the power of their products. Over 3,800 customers, including Atlassian, NBCUniversal, Under Armour, Shopify, and Jersey Mike’s, rely on Amplitude to gain self-service visibility into the entire customer journey. Amplitude guides companies every step of the way as they capture data they can trust, uncover clear insights about customer behavior, and take faster action. When teams understand how people are using their products, they can deliver better product experiences that drive growth. Amplitude is the best-in-class analytics solution for product, data, and marketing teams, ranked #1 in multiple categories in G2’s Winter 2024 Report. Learn how to optimize your digital products and business at amplitude.com.

As an organization, we approach challenges with humility, take ownership of our contributions, and embrace a growth mindset that pushes us to constantly improve ourselves, each other, and the value we bring to customers and partners.

Amplitude’s Commitment to Diversity Equity & Inclusion (DEI): Amplitude believes that diversity enables the creation of better products, improves the ability to solve complex problems, and drives more powerful solutions. We strive to create an environment of inclusion—one focused on psychological safety, empathy, and human connection—that will allow employees of all backgrounds to thrive.

About The Role & Team

We're looking for a Staff Software Engineer to help build our query engine and tackle big challenges in a fast-growing data company. Our engineers are leading the efforts to drive our large-scale distributed systems to the 10x level while making innovations to our industry-leading analytics capabilities. As a Staff engineer of the Query team, you will be responsible for designing, building, and operating the underlying distributed systems that power our core analytics product and other products(eg: experiments, CDP, session reply). You will be working at all layers of the query engine from the high-level analytics algorithms to the low-level distributed computation and storage layer. Our systems are based on the modern cloud stack e.g. AWS S3, DynamoDB, Redis/ElastiCache, Kafka, Kubernetes, Terraform, Java, C++, Python. You will be collaborating and sharing your ideas with a group of similarly innovative and curious engineers.

Our query engine (Nova) provides us with a competitive edge where we can provide customers with complex insights in real-time, using real-time data, and at a big data scale. A single larger query would require analyzing hundreds of billions of user events in real time. We achieved this by building an in-house OLAP database from the ground up, from the low-level distributed storage and computation layer to the high-level product analytics logic. Our design and architecture draw inspiration from many state-of-the-art systems in the big data space and we learned best practices from Druid, Scuba, Dremel, and other open-source projects(Apache Arrow, Apache IceBerg, etc) to build our own query engine. Check out our engineering blog to learn more.


 As a Staff Software Engineer, you will: 

  • Take product ideas from ideation to implementation, develop components and services that expand the capabilities of our analytics product
  • Scaling the infrastructure for our rapid data growth 
  • Improving the system availability to be best in class
  • Optimizing performance to be blazingly fast
  • Lead engineering discussions and mentor others on engineering best practices


At a minimum you will need:

  • B.S., M.S., or Ph.D. in Computer Science or another technical field
  • 7+ years of industry experience in a Software Engineering role
  • A strong foundation in multi-threading programming, data structures, algorithms, and software application design


You'll be a great addition to the team if you have:

  • Passion about solving challenging problems and iterating quickly
  • Strong communication skills and leadership
  • Experience with Java, C++ or Python 
  • Previous experience in distributed systems, data processing, and analytics 

Bonus Experience

  • Deep understanding of OLAP system and hands-on experience
  • Able to research a topic from papers and open source projects to come up with a solution to solve our problems. 
  • Technical leadership of an engineering team
  • Leading multi-quarter projects involving multiple engineers


Who We Are

The Company: Amplitude is filled with humble, life-long learners who are eager to help one another and the company succeed. Our values of growth mindset, ownership, and humility are core to the way we work: we’re tenacious in the face of challenges, we take the initiative to solve problems that drive our shared success, and we operate from a place of empathy and openness, seeking to understand many points of view. 

 

The Product: Amplitude is a digital analytics platform—we help companies capture data they can trust, uncover clear insights about customer behavior, and take faster action. This empowers teams to build better product experiences that drive business growth. We’re super proud of what we’ve built and continue to expand: a platform that empowers companies to thrive in the digital era.

 

We care about the well-being of our team: We offer competitive pay and benefits packages that reflect our commitment to the health and well-being of our Ampliteers.

 

Some of our benefit programs include:

  • Excellent ​M​edical, ​D​ental and ​V​ision insurance coverages, with 100% employer-paid premiums for employee ​M​edical, ​D​ental,​ ​​​​​​​​Vision on select plans
  • Flexible time off, ​p​aid holidays, and more
  • Generous stipends to spend on what matters most to you, whether that’s wellness (monthly), commuter transit/parking (monthly), learning and development (quarterly), home office equipment (annual), and much more
  • Excellent Parental benefits including​:​ 12-20 weeks of Paid Parental Leave, Carrot Fertility Benefits/Adoption/Surrogacy support, Back-up Child Care support 
  • Mental health and wellness benefits including no cost employee access to Modern Health coaching & therapy Sessions and high quality physician office experience via One Medical membership (select U.S. locations only)
  • Employee Stock Purchase Program​ (ESPP)​

 

Other fun facts about Amplitude: 

  • We were recognized in the Newsweek Excellence Index 2024.
  • Our customers love us! They've said we're the #1 product analytics solution for 15 quarters in a row on G2.
  • We're focused on growth. Check us out in Deloitte’s 2023 Technology Fast 500™
  • We care A LOT about product innovation. Fast Company called us the #3 most innovative enterprise company in the world.
  • We invest in our people. We offer mentorship programs, management training, and wellness initiatives. 
  • We give back to our communities. We give every Ampliteer a charitable giving grant and paid volunteer time off. 
  • We were founded in 2012, went public via a direct listing in September 2021, and are now trading under the ticker $AMPL. 
  • We’re a global and fast-growing team! We have employees around the world and offices in San Francisco (HQ), New York, Vancouver, Amsterdam, London, Paris, Singapore, and Tokyo.
  • Our mascot is the datamonster, who loves to chow down on numbers, charts, and graphs. Nom nom.

Amplitude provides equal employment opportunities (EEO). All applicants are considered without regards to race, color, religion, national origin, age, sex, marital status, ancestry, physical or mental disability, veteran status, or sexual orientation.

#LI-JJ1

#LI-Hybrid


"This role is eligible for equity, benefits and other forms of compensation.

Based on Colorado law, the following details are for individuals who will work for Amplitude in Colorado. Colorado range: $185,000 - $278,000 total target cash (inclusive of bonus or commission)

Based on legislation in New York City, the following details are for individuals who will work for Amplitude in New York City. New York City salary range: $204,000 - $307,000 total target cash (inclusive of bonus or commission)

Based on legislation in California, the following details are for individuals who will work for Amplitude in San Francisco Bay Area of California. Salary range: $204,000 - $307,000 total target cash (inclusive of bonus or commission)

Based on legislation in California, the following details are for individuals who will work for Amplitude in California outside of the San Francisco Bay Area. California salary range: $185,000 - $278,000 total target cash (inclusive of bonus or commission)

Based on legislation in Washington state, the following details are for individuals who will work for Amplitude in Washington state. Washington salary range: $185,000 - $278,000 total target cash (inclusive of bonus or commission)

Based on legislation in Washington state, the following details are for individuals who will work for Amplitude in Washington only: unlimited PTO, 10 to 13 holidays annually (will vary), medical dental and vision PPO and CDHP plans. Finally, a company sponsored 401(k) retirement plan."                    
                    

By applying for this job, you acknowledge that Amplitude processes your personal data in accordance with the Amplitude Applicant Privacy Notice.

Staying Safe - Protect Yourself From Recruitment Fraud
We are aware of individuals and entities fraudulently representing themselves as Amplitude recruiters and/or hiring managers. Amplitude will never ask for financial information or payment, or for personal information such as bank account number or social security number during the job application or interview process. Any emails from the Amplitude recruiting team will come from an @amplitude.com email address. You can learn more about how to protect yourself from these types of fraud by referring to this article. Please exercise caution and cease communications if something feels suspicious about your interactions.

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The Company
New York, NY
505 Employees
On-site Workplace
Year Founded: 2012

What We Do

Amplitude is the Digital Optimization System. Powered by the proprietary Amplitude Behavioral Graph, the Digital Optimization System enables organizations to see and predict which combination of features and actions translate to business outcomes – from loyalty to lifetime value – and intelligently adapt each experience in real-time based on these insights. Amplitude is the brain behind more than 45,000 digital products at over 1,000 enterprise customers and 23 of the Fortune 100, helping them innovate faster and smarter by answering the strategic question: "How do our digital products drive our business?"

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