测试数据工程团队经理
Manager, Test Data Engineering Team
职位简介:
我们是谁?
Live Nation Entertainment 是全球领先的现场娱乐公司,由多个市场领导者组成:Ticketmaster、Live Nation Concerts 和 Live Nation Media & Sponsorship。Ticketmaster 是全球领先的活动票务公司,每年售出超过 6.2 亿张门票,拥有约 10,000 家客户。Live Nation Concerts 是全球最大的现场娱乐提供商,每年为近 7,000 名艺术家在 40 多个国家举办超过 50,000 场活动。这些业务使 Live Nation Media & Sponsorship 能够创建战略性音乐营销方案,将 1,200 多个赞助商与每年参加 Live Nation Entertainment 活动的 1.45 亿粉丝联系起来。如需更多信息,请访问。
你是谁?
充满热情和动力。有进取心,具备创业精神。善于解决问题,富有创新精神,具有前瞻性思维并全情投入。在 Live Nation Entertainment,我们的员工具备这些品质,如果你也如此,请继续阅读!
你践行我们核心价值观:Keep it Simple(保持简单)、Be Inquisitive(保持好奇)、Win Together(共同取胜)、Own It(承担责任)。你充满热情和动力,乐于处理并消除模糊性,具备强烈的创业精神。多领域全能,能够自主高效地工作,并且特别擅长将 AI 实践融入各个领域。你擅长建立共识,做出数据驱动的决策,并提供世界级的开发体验,尤其是在 AI 作为增效工具时。你能够有力地倡导一个想法,同时保持开放心态并严格优先排序。你有行动导向。最重要的是,你热爱与团队一起深入挖掘并打造令人惊叹的事物,不断突破边界。
职位描述
Live Nation Core Data Services 正在寻找一名测试数据工程经理,带领一支主要由 QA 背景工程师组成的团队,发展成为高性能、以工程为导向的职能。该职位专注于构建可扩展的自动化数据测试解决方案,包括合成数据生成、测试框架和集成到部署流水线中的回归框架。经理将与内部利益相关者合作,定义数据验证需求,并在整个组织中建立可重用的测试框架。这是一个覆盖美国、英国和海外的分布式团队,需要强大的跨时区协作能力。
这是在创业型团队中具有高影响力的职位
查看英文原文
Job Summary:
WHO ARE WE?
Live Nation Entertainment is the world’s leading live entertainment company, comprised of global market leaders: Ticketmaster, Live Nation Concerts, and Live Nation Media & Sponsorship. Ticketmaster is the global leader in event ticketing with over 620 million tickets sold annually and approximately 10,000 clients worldwide. Live Nation Concerts is the largest provider of live entertainment in the world promoting more than 50,000 events annually for nearly 7,000 artists in 40+ countries. These businesses allow Live Nation Media & Sponsorship to create strategic music marketing programs that connect more than 1,200 sponsors with the 145 million fans that attend Live Nation Entertainment events each year. For additional information, visit .
WHO ARE YOU?
Passionate and motivated. Driven, with an entrepreneurial spirit. Resourceful, innovative, forward thinking and committed. At Live Nation Entertainment, our people embrace these qualities, so if this sounds like you then please read on!
You embody our core values of Keep it Simple, Be Inquisitive, Win Together, and Own It. You are passionate and motivated. Driven, happy to deal with and remove ambiguity, and have a strong entrepreneurial spirit. Versatile, autonomous high performer in multiple disciplines, and specifically in augmenting each discipline with an AI practice. You are skilled at building consensus, making data-driven decisions, and delivering world-class development experiences, especially when AI serves as a force multiplier. You persuasively advocate for an idea while always staying open-minded and rigorously prioritizing. You have a bias towards action. Most of all, you love to dig in and build amazing things with your team, always pushing the envelope.
THE ROLE
Live Nation Core Data Services is seeking a Test Data Engineering Manager to lead and evolve a team of primarily QA-background engineers into a high-performing, engineering-driven function. This role focuses on building scalable, automated data testing solutions, including synthetic data generation, test harnesses, and regression frameworks integrated into deployment pipelines.The manager will partner with internal stakeholders to define data validation requirements and establish reusable testing frameworks across the organization. This is a globally distributed team spanning the US, UK, and offshore, requiring strong cross-time-zone collaboration.
This is a high-impact role within an entrepreneurial team backed by the scale and reach of a global live entertainment leader. The role leads the transformation of data quality into a scalable, engineering-driven capability by building and managing a team focused on automated validation frameworks, test data engineering, and data observability within a Databricks-based platform.
The position requires driving research-led, iterative validation using TDD (Test Driven Development) practices, while managing multiple roadmaps and shared-service backlogs supporting diverse engineering teams. Highly visible, this role operates across North America, Europe, and Asia, partnering with cross-functional stakeholders to deliver reliable, scalable data solutions.
Key Responsibilities
Data Quality Platform Engineering
- Design and build reusable data quality frameworks integrated into Databricks pipelines.
- Develop standardized validation libraries (schema checks, freshness, volume, anomaly detection)
- Define and enforce data quality standards and “Definition of Done” across pipelines.
Test Data Engineering
- Build scalable solutions for synthetic data generation and masking.
- Develop replay frameworks for validating pipeline changes against production scenarios.
- Create automated regression testing harnesses for batch and streaming pipelines.
Data Observability & Reliability
- Establish monitoring, alerting, and SLA/SLO frameworks for data pipelines.
- Build tools to measure and track data quality, pipeline health, and reliability metrics.
- Enable proactive detection of data issues in production environments.
Team Leadership & Collaboration
- Lead and grow a team of data quality engineers and test data engineers.
- Partner with Data Engineering, Product, and Analytics teams to embed quality practices.
- Drive adoption of frameworks and standards across global engineering pods.
Strategy & Execution
- Define and execute a long-term roadmap for enterprise data quality.
- Prioritize initiatives across multiple stakeholders and global teams.
- Eliminate manual validation processes through automation and engineering best practices.
WHAT THIS PERSON WILL BRING
- 5+ years in Data Engineering, Test Data Engineering, or related fields.
- 2+ years in a technical leadership or management role.
- Strong experience with Databricks, Spark, distributed data systems, Python and SQL.
- Experience building automated validation or data quality frameworks.
- Hands-on with data observability or validation tools (e.g., Great Expectations, Deequ, Soda).
- Familiarity with streaming architectures and real-time validation.
- AI orchestration experience a huge plus; ability to automate test data practices such as synthetic data generation, data profiling, and pipeline regression testing.
- Solid understanding of anomaly detection and large-scale data validation patterns (e.g., hash/Merkle-based validation), and/or major TDM tools for data profiling and sampling.
- Comfortable juggling multiple concurrent projects and setting priorities.
- Experience with JIRA / agile user story and acceptance criteria writing.
- Willingness to work with cross-functional teams across time-zones and odd hours as necessary.
- Excellent analytical skills required, experience with user behavior data will be a leg up.
- Track record of success launching test data solutions or BI validation applications.
- Versatile, hands-on mindset with a bias for execution.
- Passion for live music and events is a plus.
- Optimism with drive, drive, drive.
What Success Looks Like
- Data quality checks embedded in all critical pipelines.
- Reduced time to detect and resolve data issues.
- Elimination of manual QA validation processes.
- Scalable frameworks adopted across global engineering teams.
BENEFITS & PERKS
Our motto is ‘Taking Care of Our Own’ through 6 pillars of benefits:
- HEALTH: Medical, vision, dental and mental health benefits for you and your family, with access to a health care concierge, and Flexible or Health Savings Accounts (FSA or HSA)
- YOURSELF: Free concert tickets, generous paid time off including paid holidays, sick time, and personal days
- WEALTH: 401(k) program with company match, stock reimbursement program
- FAMILY: New parent programs including caregiver leave and baby bonuses, plus fertility, adoption, foster, or surrogacy support
- CAREER: Career and skill development programs with School of Live, tuition reimbursement, and student loan repayment
- OTHERS: Volunteer time off, crowdfunding match
EQUAL EMPLOYMENT OPPORTUNITY
We aspire to build teams that reflect and support the fans and artists we serve. Every day we aim to promote environments where everyone can be themselves, contribute fully, and thrive within our company and at our events. As a growing business we will encourage you to develop your professional and personal aspirations, enjoy new experiences, and learn from the talented people you will be working with.
Live Nation strongly supports equal employment opportunity for all applicants regardless of age (40 and over), ancestry, color, religious creed (including religious dress and grooming practices), family and medical care leave or the denial of family and medical care leave, mental or physical disability (including HIV and AIDS), marital status, domestic partner status, medical condition (including cancer and genetic characteristics), genetic information, military and veteran status, political affiliation, national origin (including language use restrictions), citizenship, race, sex (including pregnancy, childbirth, breastfeeding and medical conditions related to pregnancy, childbirth or breastfeeding), gender, gender identity, and gender expression, sexual orientation, intersectionality, or any other basis protected by applicable federal, state or local law, rule, ordinance or regulation.
We will consider qualified applicants with criminal histories in a manner consistent with the requirements of the Los Angeles Fair Chance Ordinance, San Francisco Fair Chance Ordinance and the California Fair Chance Act and consistent with other similar and / or applicable laws in other areas.
We also afford equal employment opportunities to qualified individuals with a disability. For this reason, Live Nation will make reasonable accommodations for the known physical or mental limitations of an otherwise qualified individual with a disability who is an applicant consistent with its legal obligations to do so, including reasonable accommodations related to pregnancy in accordance with applicable local, state and / or federal law. As part of its commitment to make reasonable accommodations, Live Nation also wishes to participate in a timely, good faith, interactive process with a disabled applicant to determine effective reasonable accommodations, if any, which can be made in response to a request for accommodations. Applicants are invited to identify reasonable accommodations that can be made to assist them to perform the essential functions of the position they seek. Any applicant who requires an accommodation in order to perform the essential functions of the job should contact a Human Resources Representative to request the opportunity to participate in a timely interactive process. Live Nation will also provide reasonable religious accommodations on a case-by-case basis.
HIRING PRACTICES
The preceding job description has been designed to indicate the general nature and level of work performed by employees within this classification. It is not designed to contain or be interpreted as a comprehensive inventory of all duties, responsibilities, and qualifications required of employees assigned to this job.
Live Nation recruitment policies are designed to place the most highly qualified persons available in a timely and efficient manner. Live Nation may pursue all avenues available, including promotion from within, employee referrals, outside advertising, employment agencies, internet recruiting, job fairs, college recruiting and search firms.
Live Nation Entertainment will never request payment or equipment purchases as part of the hiring process. Recruiters will only contact candidates from official Live Nation or affiliated brand email domains.
Originally posted on Himalayas