Forward Deployed AI Engineer
DEPT is hiring a Forward Deployed AI Engineer in London, United Kingdom. Level rates it ; you can apply on DEPT.
Level's read on this job
- On Level's scale, this AI engineer role is Builds AI ●●●●: the job is building AI systems.
- Tools and skills the posting cites include OpenAI, Claude and Gemini.
- Level classifies it as a mid-level role.
- Level lists 164 other open roles at DEPT.
- The role was posted in the last few days.
AI in this role
Forward Deployed AI Engineer needed to build agentic components, prototypes, and strategic AI tools for global clients.
Forward Deployed AI Engineer
DEPT® is a Growth Invention company built to help the world’s most ambitious brands grow faster. Operating at the intersection of technology and marketing, our 4,000+ specialists deliver growth invention services across Brand & Media, Experience, Commerce, CRM, and Technology & Data. We’re 50|50 tech and marketing, partner-led, and first to move. Clients include Google, Lufthansa, Meta, eBay, and OpenAI. We have been certified B Corp and Climate Neutral since 2021.
About the job
Global AI Strategy & Solutions defines how DEPT®’s clients respond as AI agents become the primary layer between customers and brands. The Future of the Customer Journey (FCJ) is the team’s flagship offer: it maps how AI systems intermediate customer journeys, diagnoses where a brand’s product reality diverges from what AI systems say about it, and directs investment accordingly. Growth and strategy teams across markets are selling and delivering it now.
As a Forward Deployed AI Engineer, you are an embedded builder inside that motion. You will sit with growth and strategy teams, understand the problem in front of them, and answer with working software rather than documentation. You will convert FCJ methodology into agentic components, prototypes, and internal tools, and integrate with infrastructure that lets new prototypes appear in days. When needed, you will work across global client projects on a partially billable basis, making sure the firm-wide strategy is captured and implemented properly rather than reinvented market by market. As components mature, you will collaborate with product and craft teams to keep everything compatible with the long-term platform and hand over cleanly.
You will be given broad problem statements to help collaborate and solve, not specific product ideas and features to create. We are not looking for someone to lead on devops or CI/CD, this is about having great ideas that are sensitive to our clients’ real challenges, and shipping prototypes and strategic tools rapidly.
Your most important collaboration is with the FCJ core team on the global growth strategy: deciding what gets built next, for which market, to unlock which engagement. The toolchain will keep changing underneath you, new models, new vendor products, new technology-partner platforms, and that is the point. This role suits an engineer who learns by shipping and treats every new AI product as something to master in the field.
Responsibilities
- Work with the FCJ core team on the global growth strategy, converting methodology into working agentic components, prototypes, and internal tools.
- Collaborate closely with growth and strategy teams to understand their problems and provide working solutions at prototype pace.
- Work across global client projects on a partially billable basis, ensuring the firm-wide FCJ strategy is captured and implemented consistently across markets.
- Collaborate with product and craft teams where necessary to document integration paths, maintain platform compatibility, and hand over validated components.
- Work with technology partners to evaluate, adopt, and integrate new AI products; maintain an AI-native toolchain and share what works across markets.
Minimum qualifications
- 5+ years of experience prototyping and shipping software in any modern backend language (Python, TypeScript, Go, or similar), with the ability to leverage AI tooling to spin up prototype frontends and APIs quickly.
- Experience building applications across the mainstream LLM model families (Gemini, GPT, Claude), connecting models to enterprise data and tools using patterns such as retrieval-augmented generation (RAG) and skills-based agent systems.
- Proficiency in working with APIs to connect different services, authentication, data exchange, and integration across platforms.
- Experience developing agentic systems with orchestration frameworks such as LangChain, LangGraph, or equivalent.
- AI-native way of working: AI tooling is the default across coding, research, and delivery, with comfort spanning the tools in use across different markets.
Preferred qualifications
- Experience in a forward-deployed, customer engineering, solutions engineering, or applied AI role within an agency, consultancy, or AI company.
- Experience presenting working software to non-technical stakeholders, including strategists and clients, and iterating live on their feedback.
- Knowledge of emerging integration standards such as OpenAPI and Model Context Protocol (MCP) for connecting agents to business systems.
- Knowledge of any of the following: paid media, social platforms, user behaviour, agentic commerce, or generative engine optimisation (GEO).
- Experience with evaluation, tracing, and observability for LLM applications.
- Demonstrated learning mindset: a record of adopting new AI products from technology partners quickly, learning by doing rather than waiting for training.
We Offer
- A flexible, hybrid working policy (2 days from the office in London).
- An excellent salary based on experience and equal pay policies
- Pension, free private healthcare, mental health support, and company sick pay scheme.
- 26 days paid holiday (plus UK Bank Holidays).
- Help getting you to work with a season ticket loan and cycle to work scheme.
- Enhanced family friendly policies to support new parents.
- Social and Cultural Events, plenty of opportunities to connect with colleagues through organised activities and celebrations.
- Inspirational Talks, bringing the outside in with regular guest speakers and events.
- Learning and Development, supporting your growth with continuous opportunities to learn and advance.
- Buddy Programme: You will be paired with a ‘Buddy’ to help you through your first weeks’ at DEPT®.
- A reputation for doing good. DEPT® has been a Certified B Corp® since 2021 and named ‘Agency of the Year’ at both The Lovies and The Webby Awards.
- Awesome clients. Whether big or small, local or global — at DEPT® you’ll get the opportunity to work with clients of all sizes and across all industries. And we celebrate all of our successes together!
- The opportunity for possibility. We want to enable you to do what you do best and help you develop your skills further with training, development and certifications.
- Global annual DEPT® Cares Month in which employees come together and donate their skills to support local charities.
Why DEPT®?
We are a Growth Invention company built to help the world’s most ambitious brands grow faster. Operating at the intersection of technology and marketing, we create what is next by pioneering ideas, acting fast, and moving further because standing still just is not in our DNA.
We are drawn to people who stay curious, move with intent, and never stop inventing. Our culture runs on three values: better together, relentlessly curious, and get sh*t done. It is how we work, how we grow, and how we make things that matter.
At DEPT®, you will find the freedom to explore, the space to collaborate, and the trust to make a real impact for our clients, for each other, and for the world we are helping to build..
Diversity, Equity & Inclusion
At DEPT®, we take pride in creating an inclusive workplace where everyone has an equal opportunity to thrive. We actively seek to recruit, develop, nurture, and retain talented individuals from diverse backgrounds, with varying skills and perspectives.
Not sure you meet all qualifications? Apply, and let us decide! Research shows that women and members of underrepresented groups tend not to apply for jobs when they think they may not meet every requirement, when in fact they do. We believe in giving everyone a fair chance to shine.
We also encourage you to reach out to us and discuss any reasonable adjustments we can make to support you throughout the recruitment process and your time with us.
Want to know more about our dedication to diversity, equity, and inclusion? Check out our efforts here.
How we rate this
Forward Deployed AI Engineer at DEPT rates 90 out of 100 for how much of the daily work is AI. That makes it Builds AI (AI Level 4 of 4). The level is about AI in the job, not seniority.
Builds AI. The job is building AI systems.
- ●●●● Builds AI80 to 100
- ●●●○ Works on AI60 to 79
- ●●○○ Uses AI40 to 59
- ●○○○ Little AI0 to 39
Levels come from how often the tools, models and workflows of the role are named in the posting itself. Read the description and count the AI tools, models and workflows it names.
Prepare for this job
Built from this posting and from similar jobs on Level.
Skills and AI tools this role asks for
Also common in AI engineer jobs at this level
Pay
- Typical AI engineer job
- $184k
This posting doesn't list pay. Use the typical AI engineer figure when pay comes up. See AI engineer jobs
Questions you could be asked
- How would you design a retrieval step so the model answers from real data instead of guessing?
- How do you decide when an AI agent can act on its own versus asking for approval first?
- Tell me about a project where prototyping was part of your work. What did you do?
- Tell me about a project where software engineering was part of your work. What did you do?
- Tell me about a project where machine learning was part of your work. What did you do?
Adapt your resume
- List these exact terms on your resume: RAG, AI agents, Prototyping, Software Engineering, and Machine learning. An applicant tracking system matches the wording, not the idea.
- Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
- Lead with what you built, trained or shipped. This role is judged on the AI system itself, not the tools around it.
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