高级数据分析师
Senior Data Analyst
Sonatype 是软件供应链安全公司。我们提供全球最佳的端到端软件供应链安全解决方案，结合针对恶意开源代码的唯一主动防护、唯一的企业级 SBOM 管理以及领先的开源依赖管理平台。这使企业能够大规模创建和维护安全、高质量且具有创新性的软件。
作为 Nexus Repository 的创始人和 Maven Central 的管理者，世界上最大的 Java 开源软件仓库，我们是软件领域的先驱，我们的开源专业知识无可比拟。我们以无与伦比的承诺，致力于构建更快、更安全的软件，并利用人工智能和数据智能来降低风险、提高效率并推动强大的软件开发。
超过 2000 家组织，包括 70% 的财富 100 强企业和 1500 万名软件开发者，依赖 Sonatype 来优化他们的软件供应链。
在 Sonatype，我们为开发者提供一流的工具，以大规模构建安全、高质量的软件。我们的使命是创造一个软件始终安全、开发者可以无惧创新的世界。我们被数千家组织所信赖，包括财富 500 强公司，我们在软件供应链管理、开源安全和 DevSecOps 领域处于领先地位。
我们正在寻找一名高级数据分析师加入我们的商业智能团队。在此职位中，您将把复杂的产品数据集转化为可操作的见解，构建可扩展的分析基础设施，指导初级分析师，并推动基于数据的产品决策。
您将负责：
产品分析与遥测：与财务指标一起分析产品使用情况、功能采用率和遥测数据，以优化用户体验并支持产品策略。
分析与数据建模：负责整个分析生命周期，包括数据建模、仪表板创建和 KPI 开发。独立地在各种产品项目中提供高准确性分析。
利益相关者协作：直接与跨职能业务利益相关者合作，管理需求并快速交付精准洞察。
指导与培训：作为技术导师，指导和培养团队中的初级分析师。
执行指标：保持对分析任务的工单处理速度、交付速度和按时完成率的高标准。
您将具备：
经验：5 年以上
查看英文原文
Sonatype is the software supply chain security company. We provide the world’s best end-to-end software supply chain security solution, combining the only proactive protection against malicious open source, the only enterprise grade SBOM management and the leading open source dependency management platform. This empowers enterprises to create and maintain secure, quality, and innovative software at scale.
As founders of Nexus Repository and stewards of Maven Central, the world’s largest repository of Java open-source software, we are software pioneers and our open source expertise is unmatched. We empower innovation with an unparalleled commitment to build faster, safer software and harness AI and data intelligence to mitigate risk, maximize efficiencies, and drive powerful software development.
More than 2,000 organizations, including 70% of the Fortune 100 and 15 million software developers, rely on Sonatype to optimize their software supply chains.
At Sonatype, we empower developers with best in class tools to build secure, high-quality software at scale. Our mission is to create a world where software is always secure and developers can innovate without fear. Trusted by thousands of organizations, including Fortune 500 companies, we are pioneers in software supply chain management, open source security, and DevSecOps.
We are looking for a Senior Data Analyst to join our Business Intelligence team. In this role, you will transform complex product datasets into actionable insights, build scalable analytics infrastructure, mentor associate-level analysts, and drive data-informed product decisions.
What You’ll Do:
Product Analytics & Telemetry: Analyze product usage, feature adoption, and telemetry data alongside financial metrics to optimize user experience and support product strategy.
Analytics & Data Modeling: Own the end-to-end analytics lifecycle, including data modeling, dashboard creation, and KPI development. Deliver high-accuracy analyses independently across various product initiatives.
Stakeholder Collaboration: Partner directly with cross-functional business stakeholders, managing requirements and delivering precise insights on tight turnarounds.
Mentorship: Serve as a technical guide to coach and mentor the team’s cohort of associate-level analysts.
Execution Metrics: Maintain high standards for ticket throughput, speed of delivery, and on-time completion rates for analytics tasks.
What You'll Bring:
Experience: 5+ years in data analysis, BI, or product analytics—specifically within a SaaS or tech company. Experience working with product telemetry/usage data is strictly required.
Location: Must be based in Canada (excluding Quebec; Ontario or Eastern time zone preferred).
Technical Stack:
Advanced SQL and Python skills.
Strong expertise in Databricks (PySpark, notebooks, data lakehouses/medallion architecture, AWS S3).
Hands-on experience with visualization tools—Looker is heavily preferred (or ability to quickly adapt from Power BI/Tableau).
Familiarity with APIs, structured data formats (JSON, DataFrames), and version control via GitHub.
Qualitative Traits: Strong curiosity, meticulous attention to detail, proactive problem-solving, and clear communication skills.
Nice to Have: Knowledge of business systems (Salesforce, HubSpot, Jira, Amplitude, Gainsight).
What we're proud of:
2025 Best DevSecOps Solution by DevOps Dozen
Visionary in the 2025 Gartner® Magic Quadrant™ for Application Security Testing
2025 DEVIES Award to our SBOM Manager new product for its innovation and impact in developer technology
2024 Industry Leader in Forrester-Wave for Software Composition Analysis (2024 Q4 report)
2023 Fast Company Best Places for Innovators
2023 Gartner's Magic Quadrant
2023 Software Report's Top 100 Software Companies
2023 BuiltIn Best Places to Work
2022 Frost & Sullivan Technology Innovation Leader Award
2022 PeerSpot Silver Peer Award in Software Composition Analysis
2022 Tech Ascension Best DevOps Security Solution Award
2022 NVCT Cyber Company of the Year
Company Wellness days - We shut down company operations during some days of the year (5 in total) to enable all employees to pursue personal growth and enjoy much-needed and deserved additional rest.
Paid Volunteer Time Off (VTO)
#LI-AL1
At Sonatype, we value diversity and inclusivity. We offer perks such as parental leave, diversity and inclusion working groups, and flexible working practices to allow our employees to show up as their whole selves. We are an equal-opportunity employer, and we do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status. If you have a disability or special need that requires accommodation, please do not hesitate to let us know.