出海雷达

资深工程师(数据)

Staff Engineer (Data)

AI开发工程限定地区(需当地身份)日间重叠仅 1 小时,需熬夜配合
公司Arbor Education
薪资未公开
工作地点United Kingdom
地域资格限定地区(需当地身份)
时区要求日间重叠仅 1 小时,需熬夜配合
用工类型permanent
发布时间21 天前
数据来源4dayweek.io
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注意地域限制:该职位明确限定在 United Kingdom 招聘。如果你是位于中国大陆的求职者,通常需要当地工作身份才能投递,或需与雇主确认是否接受独立合同(Contractor)形式合作。
作息提示:日间重叠仅 1 小时,需熬夜配合。

#### 地点:远程

职位简介

Arbor拥有一个服务数千所学校的大型产品套件,其下有一个数据平台,以及越来越多的AI/代理功能,这些功能依赖于所有基础架构的正确性。我们需要一位资深工程师来领导并推动这三个方面的技术方向。

你将负责数据领域的架构设计,涵盖OLAP、OLTP以及我们AI产品运行的基础。你将为不直接管理的团队设定方向,同时支持研发团队向AI原生的快速演进。你花在让主管和产品总监认同一种方法上的时间,与你设计它的时间一样多。

如果你符合以下条件,那么你是合适的人选:

- 在三个或更多团队中设定过架构方向,而不仅仅是一个或两个
- 能够展示出优秀的商业和客户理解能力,同时具备扎实的技术基础
- 在多个数据领域(平台、分析、科学或AI)有真正的深度,并且诚实地说明你不擅长的领域
- 在以产品为导向的快速增长公司工作过,或经历过重大转型,在这种情况下,成功需要坚持和高昂的精力

如果你有以下情况,那么这个职位不适合你:

- 希望从事编写代码的工作。这份工作的重点是技术战略方向和指导
- 你的职业生涯只在一个数据领域或堆栈的一个层面工作过
- 只是设计、文档化并移交。你负责是否交付,而不是图表
- 只喜欢技术方面的工作。你将经常与产品和商业团队在一起

核心职责

- 定义并推广能够连接我们的事务系统、分析系统和AI系统的目标架构,确保我们的数据保持竞争优势。
- 成为我们端到端数据生命周期的领导者,从OLTP模式设计和迁移,到OLAP治理、平台和分析。
- 与技术主管合作,提供实际指导以支持功能交付、技术债务偿还和架构改进。(对这个职位来说,“实际”意味着关注细节但不一定编写代码)
- 与产品总监合作,了解产品愿景,并将其转化为可交付成果,协调商业和工程目标。
- 领导我们向AI优先的工作方式转变,构建数据基础以在我们的产品中实现AI,并倡导最新方法以推动生产率提升
- 构建LLM编排、检索增强生成(RAG)和大规模实时模型推理所需的未来基础设施
- 指导

查看英文原文

#### Location: Remote

About the role

Arbor has a large product suite serving thousands of schools, a data platform sitting underneath them all, and a growing set of AI/agentic features that depend on all this being right. We need a Staff Engineer to lead and drive the technical direction across all three.

You'll own architecture for the Data domain, spanning OLAP, OLTP and the foundations our AI products run on. You'll set direction for teams you don't manage whilst supporting R&D’s rapid evolution to AI-native. Expect to spend as much time getting Leads and Product Directors bought into an approach as you spend designing it.

You're the right fit if you:

- Have set architectural direction across 3 or more teams, not one or two
- Can demonstrate excellent commercial and customer understanding alongside strong technical foundations
- Have real depth in more than one data discipline (platform, analytics, science or AI) and are honest about the ones you don't
- Have worked in product-led scale ups or been through major transformations, where success takes tenacity and high energy

This isn't for you if you:

- Want a role shipping code. The job is technical strategic direction and coaching
- Have spent your career in a single data discipline or one layer of the stack
- Design, document and hand over. You own whether we deliver, not the diagram
- Only enjoy the technical side of the role. You'll be in the room with product and commercial constantly

#### Core responsibilities

- Define and evangelise target architectures that bridge our transactional, analytical, and AI systems, ensuring our data remains a competitive advantage.
- Be a leader for our end-to-end data lifecycle, from OLTP schema design and migrations to OLAP governance, platform and analytics.
- Partner with Technical Leads to provide hands-on guidance supporting feature delivery, tech debt paydown, and architecture improvements. (Hands-on for this role means staying close to the details but not necessarily coding)
- Collaborate with Product Directors to understand product vision and translate this into deliverables, aligning commercial and engineering goals.
- Lead our shift to an AI-First way of working, architecting the data foundations to enable AI in our products and championing the latest approaches to help drive productivity gains
- Architect the future infrastructure required for LLM orchestration, Retrieval-Augmented Generation (RAG), and real-time model inference at scale
- Mentor and coach Technical Leads/Senior Engineers on architectural and engineering excellence, continually raising our bar and supporting career growth
- Act as a role model for technical leadership — work with pace, be pragmatic, and stay laser focused on outcomes not output
- Head up architectural reviews for your domain and ensure all designs meet Arbor’s quality, reliability, security and compliance standards.
- Collaborate with Staff Engineers and Principal Engineers to shape Arbor’s broader technology strategy, working outside your domain as needed
- Partner with Engineering Management to help grow teams, identify and resolve systemic bottlenecks, ensuring the success of our strategic goals

About us

At Arbor, we’re on a mission to transform the way schools work for the better.

We believe in a future of work in schools where being challenged doesn’t mean being burnt out and overworked. Where data guides progress without overwhelming staff. And where everyone working in a school is reminded why they got into education every day.

Our MIS and school management tools are already making a difference in over 12,000 schools and trusts. Giving time and power back to staff, turning data into clear, actionable insights, and supporting happier working days.

At the heart of our brand is a recognition that the challenges schools face today aren’t just about efficiency, outputs and productivity - but about creating happier working lives for the people who drive education everyday: the staff. We want to make schools more joyful places to work, as well as learn.

About you

- Extensive experience overseeing data architecture and a track record of delivering iterative outcomes across one or more OLAP domains
- Strong understanding of data modelling techniques (Star, Medallion, etc) and distributed data systems within cloud-native environments (Snowflake, etc).
- Experience in building and leveraging unstructured data across disparate systems to enable product development.
- Examples of communication and influencing across technical and non-technical audiences to achieve positive outcomes.
- An ability to support the growth of engineers and technical leads whilst still delivering value across distributed, cross-functional teams.
- Demonstrable experience working in an ownership culture where quality, performance, observability, and security are core responsibilities for every engineer
- An understanding and opinion on how AI-first engineering will change the data ecosystem and ways of working, ideally with worked examples
- Examples of contributing to or leading technical communities of practice (e.g. chapters, guilds, architecture councils).
- Practical knowledge of DataOps principles, including CI/CD for data and the orchestration of complex pipelines (e.g., AWS, Debezium, Git, Infra as Code).
- Good commercial knowledge of data security standards, encryption at rest/transit, and relevant compliance laws.
- Platform financial acumen - demonstrable experience of optimising SaaS platform spend, and the use of forecasting models.

**Bonus Skills**

- AI/ML Engineering & MLOps, including model deployment/serving and monitoring.
- Experience with federated learning and/or privacy-enhancing technologies (PETs).
- Direct experience with LLM Ops, including prompt engineering at scale, and token cost optimisation.

#### What we offer

The chance to work alongside a team of hard-working, passionate people in a role where you’ll see the impact of your work everyday. We also offer:

- A dedicated wellbeing team who champion initiatives such as mindfulness, lunch n learns, manager training, mental health first aid training and much more!
- 32 days holiday (plus Bank Holidays). This is made up of 25 days annual leave plus 7 extra company wide days given over Easter, Summer & Christmas
- Life Assurance paid out at 3x annual salary
- Comprehensive wellness benefit provided by AIG Smart Health, which provides a 24/7 virtual GP service, Mental health support, Counselling, and personalised Health Checks
- Private Dental Insurance with Bupa
- Salary sacrifice Pension provided by Scottish Widows
- Enhanced maternity and adoption leave (20 weeks full pay) and paternity (6 weeks full pay) pay
- 5 free return to work maternity coaching sessions, helping you adapt to this new exciting time of life!
- Access to services such as Calm and Bippit (financial wellbeing coaching)
- All of our roles champion flexible working and we are happy to discuss what this means to you
- Social committees that plan team, office and company wide events to bring people together and celebrate success
- Dedicated professional development training budget (CPD courses, upskilling resources, professional memberships etc)
- Volunteer with a charity of your choice for a day each year
- Dog friendly offices!

#### Interview process

1. Phone screen
2. 1st stage
3. 2nd stage

We are committed to a fair and comfortable recruitment process, so if you require any reasonable adjustments during your application or interview process, please reach out to a member of the team at [careers@arbor-education.com](mailto:careers@arbor-education.com).

Our commitment is also backed by our partnership with Neurodiversity Consultancy, Lexxic who provide us with training, support and advice.

#### Arbor Education is an equal opportunities organisation

Our goal is for Arbor to be a workplace which represents, celebrates and supports people from all backgrounds, and which gives them the tools they need to thrive - whatever their ambitions may be so we support and promote diversity and equality, and actively  encourage applications from people of all backgrounds.

#### Refer a friend

Know someone else who would be good for this role? You can refer a friend, family member or colleague, if they are offered a role with Arbor, we will say thank you with a voucher valued up to £200! Simply email: [careers@arbor-education.com](mailto:careers@arbor-education.com)

**Please note:** We are unable to provide visa sponsorship at this time.

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