Full-Time

Senior Software Engineer

FDB Performance

Posted on 10/26/2024

Snowflake

Snowflake

5,001-10,000 employees

Data management and analytics platform

Data & Analytics
Enterprise Software
AI & Machine Learning

Senior

San Mateo, CA, USA

Category
Backend Engineering
Software Engineering
Required Skills
Kubernetes
Microsoft Azure
NoSQL
SQL
AWS
Jenkins
C/C++
Linux/Unix
Google Cloud Platform
Requirements
  • 8+ years hands-on software engineering experience.
  • BS/MS/PhD in computer science (or equivalent)
  • Expertise in identifying and analyzing performance bottlenecks
  • Solid understanding of OS and systems concepts like process management, concurrency, memory management, IO patterns, file systems, block storage devices, etc.
  • Work experience in cloud environments like AWS, Azure, GCP
  • Ability to work effectively both autonomously and in teams
  • Strong technical problem solving, communication, and collaboration skills
  • Excitement by the challenge of hard technical problems
  • Intense curiosity and willingness to question
  • Familiarity with C++
  • Good working knowledge of Linux / Unix OSes
  • Have worked on performance analysis for databases
  • Knowledge of NoSQL, SQL databases and database storage engines
  • Understanding of relational database concepts and SQL
  • Experience with continuous integration and automation frameworks e.g. Jenkins, Kubernetes etc.
Responsibilities
  • Analyze FDB performance and scalability, identify bottlenecks, and recommend and develop improvements in FDB.
  • Analyze production workloads, and develop synthetic workloads, chaos workloads and benchmarks.
  • Develop tools to profile performance at runtime e.g. perf, eBPF, kernel tracing, flame graphs.
  • Explore new execution hardware and new cluster configurations that improve the overall resource efficiency of the system.
  • Evangelize best practices in database usage and end-to-end architecture.
  • Participate in the design and implementation of next generation systems.

Snowflake provides a platform called the AI Data Cloud that helps organizations manage and analyze their data. This platform allows users to store and process large amounts of data efficiently, offering services like data warehousing, data lakes, data engineering, data science, and data sharing. Snowflake's system works by uniting data from different sources, enabling secure sharing and performing various types of analytics. What sets Snowflake apart from its competitors is its ability to operate seamlessly across multiple public clouds, allowing users to access and manage their data from anywhere. The company's goal is to help businesses leverage their data for better decision-making and insights, using a subscription-based model that charges clients based on their actual usage of storage and computing resources.

Company Stage

IPO

Total Funding

$1.3B

Headquarters

Bellevue, Washington

Founded

2012

Growth & Insights
Headcount

6 month growth

8%

1 year growth

17%

2 year growth

42%
Simplify Jobs

Simplify's Take

What believers are saying

  • Acquisition of Datavolo enhances open data integration, improving user experience.
  • Investment in Metaplane boosts AI-driven data quality, enhancing data reliability.
  • Hex's no-code tools expand Snowflake's user base by engaging less technical users.

What critics are saying

  • Competition from Mistral AI could challenge Snowflake's position in AI-driven solutions.
  • Datavolo acquisition may disrupt operations during integration, affecting customer service.
  • Convertible senior notes pricing could strain finances if market conditions worsen.

What makes Snowflake unique

  • Snowflake offers a unified platform for diverse data workloads, unlike traditional solutions.
  • The AI Data Cloud enables near-unlimited scale and performance for data mobilization.
  • Snowflake's seamless multi-cloud experience ensures efficient data operations across locations.

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Benefits

We've got your back - We offer comprehensive health insurance plans, health savings accounts, robust retirement plans, and generous life and disability insurance.

A Balanced Lifestyle - All Snowflakes have access to our weekly online lunch and learns, virtual workout classes, and ergonomic work-from-home equipment. We offer on-demand mental health and wellness programs to support our employees and their families.

Your People Matter - Help offset the cost of growing your family with our fertility benefits and family planning resources. Count on our generous time-off and various leave plans for you to rest, refuel, and sustain a great work-life balance.

Global Snowflake Team - No matter where you are in the world, we will get you connected and supported with a work-from-home setup.

Treat Yourself - Personalize your Snowflake benefits by tapping into our employee discounts and pre-tax selections.

Invest In Your Future - Eligible employees enjoy new hire equity, Employee Stock Purchase Plan (ESPP), and a quarterly bonus or commission program.

INACTIVE