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GSK

Staff, Forward Deployed Engineer

GSK is hiring a Staff, Forward Deployed Engineer. Level rates it ; you can apply on GSK.

Level's read on this job

  • Works on AI ●●●○ is how Level rates this forward deployed engineer role: the daily work is on AI products, without building the model.
  • The posting mentions OpenAI, Claude and Anthropic among its tools and skills.
  • Level classes it as a lead role.
  • GSK has 938 other open roles on Level.
  • Posted in the last few days.

AI in this role

openaiclaudeanthropiccopilotdatabricksclaude-code
ragai-automationai-evaluationai-safety

About the Role:

GSK’s Enterprise AI team builds AI solutions that prove value fast and scale to production. The Director, Forward Deployed Engineering leads the FDE function — the front of the Enterprise AI delivery pipeline that proves AI ideas with the business through PoCs, PoVs, MVPs and (where appropriate) first production versions, before handing proven solutions off to the Solutions Engineer for scale-up. The pattern is proven by AI-native companies — Anthropic, Palantir, OpenAI — and this role brings that model to GSK.


This Staff role leads the Forward Deployed Engineering function with direct line management of the FDE team (Lead, Senior, and Forward Deployed Engineers, flat reporting structure). The Staff sets FDE strategy and engagement priorities, owns Director-level BU sponsor relationships, and represents Enterprise AI on FDE matters to GSK leadership. The role continues to contribute technically at the frontier of AI-augmented engineering — humans steer, agents execute.


Why This Role Exists:

Enterprise AI’s ability to build credibility with the business depends on engineers who can land inside BU problems, prove value quickly, and hand off cleanly. The Director, Forward Deployed Engineering builds and leads the function that makes this happen.

  • Leads the FDE function — setting strategy, building the team, and owning the standards that determine whether the function delivers credibly.
  • Owns the BU senior relationships that bring AI use cases to Enterprise AI and sustain engagement through the delivery cycle.
  • Continues to contribute technically on the most strategic FDE engagements — keeping the Director’s judgement grounded in current AI engineering reality.

Key Responsibilities:


FDE Function Leadership:

  • Lead the Forward Deployed Engineering function — strategy, structure, hiring, development, and standards.
  • Hire, mentor, and develop the FDE team — creating development paths from G8 through to G5.
  • Set the standards for AI-native engineering practice within the function — agent workflows, prompt and pattern libraries, handoff hygiene.

BU Engagement & Strategic Delivery:

  • Own relationships with Director and Senior Director-level BU sponsors across business units that bring AI use cases to Enterprise AI.
  • Take on the most strategic FDE engagements personally — the ones that set precedents for the function.
  • Make and defend portfolio-level kill/continue decisions across FDE engagements with BU and Enterprise AI leadership.

Cross-Functional Leadership:

  • Coordinate with the Solutions Engineering and Operations Engineering functions on the delivery pipeline; represent FDE in Enterprise AI leadership forums.
  • Influence vendor strategy and tooling choices for AI-native engineering practice within Enterprise AI.

Governance & Reporting:

  • Ensure the FDE function operates within Code Orange, Responsible AI, and Accountability Report governance from the prototype stage onward.
  • Provide regular reporting to Enterprise AI leadership on FDE function performance — engagement pipeline, outcomes, team development, and capacity.


Required Functional Experience:

  • At least 18+ years of experience in software engineering and AI/ML engineering, with significant time leading senior engineering teams or functions.
  • Demonstrated experience taking AI ideas from sketch to working software at speed, in customer-facing engineering roles.
  • Strong technical depth in GenAI patterns: agents, multi-agent orchestration, RAG, and evaluation.
  • Daily use of AI coding agents (Claude Code, GitHub Copilot, Databricks AI Assistant) as the primary mode of development.
  • Experience hiring, mentoring, and developing senior engineering talent.
  • Track record of representing engineering functions to senior business stakeholders.

Preferred Experience:

  • Prior leadership experience at an AI-native company (Anthropic, Palantir, OpenAI, or similar) — Head of Forward Deployed Engineering, Director of Solutions, or equivalent.
  • Experience in regulated industries (pharma, healthcare, financial services).
  • Experience setting AI engineering standards at organisational scale.

Education:

  • Bachelor’s degree in Computer Science, Software Engineering, or equivalent practical experience. Master’s degree/ Ph D in Computer Science, Mathematics or statistics or related field is advantageous.


Skills

Artificial Intelligence (AI), Artificial Intelligence Ethics, Artificial Neural Networks (ANNS), Classification Models, Deep Learning, Intelligent Automation (IA), Machine Learning (ML), Model Evaluation, Predictive Modeling, Python (Programming Language), Test Documentation

Why GSK?

Uniting science, technology and talent to get ahead of disease together.

GSK is a global biopharma company with a purpose to unite science, technology and talent to get ahead of disease together. We aim to positively impact the health of 2.5 billion people by the end of the decade, as a successful, growing company where people can thrive. We get ahead of disease by preventing and treating it with innovation in specialty medicines and vaccines. We focus on four therapeutic areas: respiratory, immunology and inflammation; oncology; HIV; and infectious diseases – to impact health at scale.

People and patients around the world count on the medicines and vaccines we make, so we’re committed to creating an environment where our people can thrive and focus on what matters most. Our culture of being ambitious for patients, accountable for impact and doing the right thing is the foundation for how, together, we deliver for patients, shareholders and our people.

Inclusion at GSK:

As an employer committed to Inclusion, we encourage you to reach out if you need any adjustments during the recruitment process.

Please contact our Recruitment Team at IN.recruitment-adjustments@gsk.com to discuss your needs.

Important notice to Employment businesses/ Agencies

GSK does not accept referrals from employment businesses and/or employment agencies in respect of the vacancies posted on this site. All employment businesses/agencies are required to contact GSK's commercial and general procurement/human resources department to obtain prior written authorization before referring any candidates to GSK. The obtaining of prior written authorization is a condition precedent to any agreement (verbal or written) between the employment business/ agency and GSK. In the absence of such written authorization being obtained any actions undertaken by the employment business/agency shall be deemed to have been performed without the consent or contractual agreement of GSK. GSK shall therefore not be liable for any fees arising from such actions or any fees arising from any referrals by employment businesses/agencies in respect of the vacancies posted on this site.

It has come to our attention that the names of GlaxoSmithKline or GSK or our group companies are being used in connection with bogus job advertisements or through unsolicited emails asking candidates to make some payments for recruitment opportunities and interview. Please be advised that such advertisements and emails are not connected with the GlaxoSmithKline group in any way.

GlaxoSmithKline does not charge any fee whatsoever for recruitment process. Please do not make payments to any individuals / entities in connection with recruitment with any GlaxoSmithKline (or GSK) group company at any worldwide location. Even if they claim that the money is refundable.

If you come across unsolicited email from email addresses not ending in gsk.com or job advertisements which state that you should contact an email address that does not end in “gsk.com”, you should disregard the same and inform us by emailing askus@gsk.com, so that we can confirm to you if the job is genuine.

How we rate this

Staff, Forward Deployed Engineer at GSK rates 70 out of 100 for how much of the daily work is AI. That makes it Works on AI (AI Level 3 of 4). The level is about AI in the job, not seniority.

Classification

Works on AI. The daily work is on AI products, without building the model.

  1. ●●●● Builds AI80 to 100
  2. ●●●○ Works on AI60 to 79
  3. ●●○○ Uses AI40 to 59
  4. ●○○○ 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

RAGAI AutomationAI EvaluationAI SafetyOpenAIClaudeAnthropicCopilot

Also common in forward deployed engineer jobs at this level

Pay

Typical forward deployed engineer job
$180k

This posting doesn't list pay. Use the typical forward deployed engineer figure when pay comes up. See forward deployed engineer jobs

Questions you could be asked

  1. How would you design a retrieval step so the model answers from real data instead of guessing?
  2. Tell me about a workflow you automated with AI tools, end to end.
  3. How do you decide that one model's output is better than another's for a given task?
  4. How do you think about the risk of an AI system in this kind of role failing silently?
  5. Walk me through how you've used OpenAI in your day-to-day work.

Adapt your resume

  • List these exact terms on your resume: RAG, AI Automation, AI Evaluation, AI Safety, and OpenAI. 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.
  • Show where AI is part of your daily process, not a one-off project. This role expects it to be a running habit.

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