Engineering Manager - (AI, Data and Publishing Platform)

Engineering Manager - (AI, Data and Publishing Platform)

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Join to apply for the Engineering Manager - (AI, Data and Publishing Platform) role at Which?

This role offers a competitive package, hybrid working, 28 days holiday a year plus Bank Holidays and 11% pension from the second year!

Location: London/Hybrid (Min 1 day a week in the London office, typically Thursday)

Who are we?

Which? is the UK's consumer champion, here to make life simpler, fairer and safer for everyone. As an organisation we're not for profit and all for making consumers more powerful.

Come and champion consumers with us – it's important work. As people we're brave, caring, rigorous and insightful in the way we connect with each other to make change happen.

What do we expect?

As part of the Which? Software Engineering team, you'll be joining UK's consumer champion – a powerful force for good, here to make life simpler, fairer and safer for everyone.

We are seeking a passionate Engineering Manager who will co‑lead our Platform product area with Platform Leads (Product, Design, Principal Engineers), comprising three strategic squads: AI Platform, Data Platform, and Content Publishing Infrastructure.

This role is pivotal in building the core infrastructure that enables the entire organisation to deliver engaging, data‑driven, and reliably published experiences for our customers.

You will provide technical expertise and leadership for a high‑performing team dedicated to designing and delivering scalable systems that leverage cutting‑edge technologies, data insights, and resilient content delivery pipelines.

This role involves a strategic focus on the development of foundational platforms, including a robust Data Platform built on Snowflake, a cutting‑edge AI Platform using Large Language Models (LLMs), and building highly available foundational components to publish strategic Which? content.

You will be responsible for fostering a culture of continuous improvement, innovation, and collaboration with cross‑functional teams to align engineering outcomes with our mission.

AI, Data and Publishing Platform

You will be driving Engineering excellence for three of the key strategic platform areas for Which?, enabling the organization to leverage AI, data, and content distribution at scale to deliver on our consumer mission. The team consists of approximately 15 engineers (internal and external partners).

The Three Squads You Will Oversee Are

• AI Platform: A team dedicated to building and operationalizing GenAI products like Smart Search, MCP layer, etc., using AWS Bedrock, AWS Agentcore, Guardrails, Agents, RAG, and related technologies.
• Data Platform: A team focused on building a scalable data platform using Snowflake and Snowflake intelligence, with a focus on data engineering, governance, and empowering teams to create and consume self‑service data products.
• Content Publishing Infrastructure & Experience Squad: A team focussed on building foundational blocks to power content management, search indexing, and front‑end design systems for key Which? applications, ensuring content is delivered reliably, quickly, and optimally across all channels.

What kind of work will you do?

• Senior Thought Leadership: Co‑Build and execute a robust platform strategy with Platform Leads (Product, Design, Principal Engineers) for the AI, Data, and Content Publishing domains. Collaborate with Product, Design, and Engineering leaders to define and achieve OKRs and roadmaps.
• Team Leadership: Build and manage high‑performing teams. Oversee 3 cross‑functional squads to deliver foundational platforms that enable the wider business. Support & Mentor Tech Lead Managers (TLM’s) and Engineers to foster growth and support their development.
• Stakeholder Management: Align teams with overall strategy. Communicate with senior stakeholders, as well as internal customers (other engineering teams), to balance technical and business needs. Ensure seamless collaboration with Product, UX, and InfoSec, especially regarding governance and security across all three platforms.
• Delivery: Drive teams to meet commitments and communicate progress through showcases and meetings. Ensure the timely delivery of reliable APIs, robust data pipelines, a secure AI environment, and highly available, high‑performance content publishing components.
• Recruitment: Facilitate and participate in engineering recruitment efforts for the platform teams.
• Technical Direction: Engage in deep technical discussions with Principal Engineers and Tech Leads to assess trade‑offs and guide key architectural decisions for the AI, Data, and Content Publishing platforms.
• Engineering Excellence: Set high standards, promote best practices for data integrity, AI governance, and content delivery performance, and foster a learning culture through problem‑solving and retrospectives.
• Engineering Culture: Shape engineering culture, organise learning sessions, and support annual hackathons.
• Process Improvement: Drive continuous improvement of processes within the platform teams, focusing on a culture of continuous learning and value‑added work.
• Supplier Partnerships: Collaborate with 3rd‑party suppliers (e.g., Snowflake, AWS, Content Platforms) to ensure they are delivering against their commitments and that our teams are leveraging their platforms effectively.

About You

You’ll be experienced in line‑managing, mentoring, and coaching Lead Data Engineers, TLMs and engineers.

• Platform Leadership: Proven experience guiding teams that build AI/GenAI products, scalable data platforms (Snowflake), and high‑traffic content publishing infrastructure.
• Team & Delivery: Experienced in delivering high‑impact and tactical initiatives across Engineering and the wider organization, along with managing deadlines, budget, and stakeholder reporting. Experienced working within a product‑led environment and collaborating with cross‑functional product teams using Agile practices (Scrum or Kanban).
• Technical Expertise: Proficient in relevant tools, cloud technologies (especially AWS), and programming languages for data, AI, and platform infrastructure. Proactively monitors emerging technologies, including LLMs, to assess their potential and provide business recommendations.
• Culture & Alignment: Passionate about driving team learning and development by leading through example. Experienced in working in an environment with business OKRs.

How might I progress my career?

The Engineering Manager sits on our management track and it's common for Engineering managers to continue learning horizontally with different domains and progress into a Head of Engineering role. However, we are very open for Engineering Managers to switch to our individual contributor track and become a principal engineer.

Interview Process

• Stage 1: Meet Head of Engineering (45 minutes) – Remote – Opportunity for you to learn more about the role, answer any questions you have, and provide some examples of providing technical direction across multiple teams and driving product outcomes through technology.
• Stage 2: Technical and Problem solving, Platform Mindset (60 mins) – Remote
• Stage 3: Culture, Product Mindset, team leadership (60 mins) – In Person

Benefits

• Generous 28 days holiday a year plus Bank Holidays & Option to buy additional days
• Excellent pension scheme – when you pay in 3%, Which? pays in 6% (rising to 11% after one year of service.)
• Discount site Pluxee which offers large % off every day shopping and holidays
• Annual Award (depending on employee and company performance)
• Healthcare insurance & Private medical insurance and opportunity to participate in Vitality rewards programme (at 6 months)
• A discretionary death in service benefit provision equivalent to six times your annual salary
• Free access to Which? member content and free access to Which? money & legal helplines
• Free wills for all Which? employees, plus partners of employees can make their will at cost price.
• "Work from (almost) anywhere" for 4 weeks of the year policy

About Which?

We promote a great work‑life balance (all our roles are now hybrid), offering flexible working options in addition to a full time working week (35 hours) e.g. part time or job shares where possible. If you wish to discuss any of these options, please contact the Resourcing team at resourcing@which.co.uk.

Which? is the UK's consumer champion, here to make life simpler, fairer and safer for everyone. Read all about us on our website.

At Which? we value diversity and we're committed to creating an inclusive culture where everyone is able to be themselves and to reach their full potential. We are proud that we are in the ‘Top 25 Inclusive Employers' List and currently ranking 3rd.

We want to receive applications from everyone. We believe that a diverse workforce helps us to understand and create a positive impact for consumers.

As a Disability Confident Leader, we ensure that everyone can apply and be part of our recruitment processes and so we'll make reasonable adjustments if you need them – just let us know when you apply. If you need assistance with applying (i.e., would like to apply by phone or post), email recruitment@which.co.uk. Find out more about the Disability Confident Interview Scheme here.

Please note you must meet the essential criteria listed within the Role Profile, to have your application reviewed and we reserve the right to withdraw this advert at any given time due to the number of applications received.

Engineering Manager Role profile-AI & Data- Oct 2025.docx.pdf

Seniority level

• Mid‑Senior level

Employment type

• Full‑time

Job function

• Engineering and Information Technology
• Non‑profit Organizations

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