Skip to content
Level

GSK

Site Forward Deployed Engineer

GSK is hiring a Site Forward Deployed Engineer for a remote role open to applicants in United Kingdom. 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.
  • This is listed as a remote role.
  • The posting mentions prompt engineering, RAG and AI agents among its tools and skills.
  • GSK has 949 other open roles on Level.
  • Posted in the last few days.

AI in this role

prompt-engineeringragai-agentsai-safety

At GSK’s manufacturing site at Barnard Castle (County Durham, UK) we are now looking for a Technical Specialist (Site Forward Deployed Engineer) to join our Global Supply Chain (GSC) Digital and Technology function to spearhead the implementation of integrated digital solutions and AI into the supply chain (including Smart Manufacturing, Enterprise Resource Planning – ERP - Evolution and broader supply chain technology and data capabilities).

Job Purpose:

This is a new strategic role aimed at providing on-site technology expertise, leadership, product engagement, and delivery support for GSK’s key manufacturing sites.  The role acts as the interface between local business stakeholders and global digital product teams.  It embeds directly into the site and business teams to rapidly translate high-priority Smart Manufacturing and AI opportunities into working Proof of Concept (PoC), Proof of Value (PoV), and Minimum Viable Product (MVP).

 

As the technical specialist you will apply AI-native engineering methods to validate business value, technical feasibility and governance requirements to provide evidence-based stop-or-continue recommendations, through to proven solutions to product teams (for production scale-up and lifecycle management).

 

Key Responsibilities (include..,):

  • Embed with strategic GSC sites and business teams to understand operational challenges, workflows, data, constraints, and high-value opportunities.
  • Translate priority Smart Manufacturing, AI, Data and Digital opportunities into clearly framed, measurable use cases and executable technical solutions.
  • Design, build and validate working PoCs, PoVs and MVPs using real site data, systems and workflows, with delivery measured in days or weeks rather than extended discovery cycles.
  • Provide hands-on engineering across AI, data, integration, applications and automation, using AI-assisted development and agent-based workflows where appropriate.
  • Make evidence-based continue, adapt or stop recommendations based on demonstrated business value, technical feasibility, adoption potential, risk and scalability.
  • Incorporate GSK requirements for Code Orange, Responsible AI, cybersecurity, data governance, privacy, GxP and architecture governance from the start of each engagement.
  • Partner with the respective GSK & GSC product teams to transition validated solutions for industrialization, scaling, operational support and lifecycle ownership.
  • Resolve deployment barriers across legacy systems, fragmented data, integration, security, compliance and local operating processes in collaboration with site and product teams.
  • Convert site-specific learning into reusable agents, integration patterns, prompt templates, reference architectures and product requirements that benefit other GSC strategic sites.
  • Build site capability through collaborative delivery, technical coaching, documentation and knowledge transfer, while providing structured feedback to GSK & GSC product and platform roadmaps 

 

About You:  

This role would suit a highly motivated person who has strong experience of designing, developing, and validating AI-enabled digital solutions and Smart Manufacturing capabilities within complex manufacturing and business environments.  You will have strong technical knowledge obtained from working in a highly-regulated industry.  You will have demonstrably strong people skills, be resilient and calm under pressure, have a strong continuous improvement mindset, and a proven ability to drive performance while managing multiple stakeholders.

 

 

About Barnard Castle Manufacturing Site:

GSK Barnard Castle is a key secondary manufacturing site and has invested heavily in industry 4.0 state of the art, bespoke equipment to support sustained new product introductions and volume increases, and as a key supplier of some of GSK’s blockbuster products, the site contributes revenues of ~$2Bn annually.

 

 

CLOSING DATE for applications:   Monday 30th of November 2026 (COB).

 

 

Basic Qualifications:

  • Relevant Degree (eg; Computer Science, Software Engineering, Data Science, Artificial Intelligence, Engineering, Information Technology, Manufacturing Systems, or related technical discipline).
  • Experience delivering AI, Data & Analytics, Smart Manufacturing, and/or Digital transformation initiatives within manufacturing and/or supply chain environments.
  • Strong software engineering skills and experience with modern application development frameworks (proficiency in Python or other relevant programming languages is desirable but not mandatory).
  • Experience with Generative AI, AI agents, prompt engineering, Retrieval-Augmented Generation (RAG), and AI-assisted development approaches.
  • Knowledge of manufacturing / supply-chain operations, business processes, and operational technology environments.
  • Experience working directly with business stakeholders to identify, shape, and deliver technology solutions.

 

We welcome people who bring curiosity, humility and a practical approach. We are committed to inclusion and to creating a supportive environment where everyone can grow. If you enjoy solving real problems, delivering measurable results, and helping teams succeed, we encourage you to apply.  If you would like to learn more about our company wide benefits and life at GSK we would suggest looking at our webpage Life at GSK | GSK.

 

#AGTech


Skills

Agile Methodology, Cross-Functional Teamwork, Data Analysis, Design Thinking, DevOps, Prioritization, Product Development Research, Product Roadmapping, Project Management, Return on Investment (ROI), Software Development, Strategy Deployment, User Experience (UX), User Interface (UI) Design

 

 

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.

 

GSK is an Equal Opportunity Employer. This ensures that all qualified applicants will receive equal consideration for employment without regard to race, color, religion, sex (including pregnancy, gender identity, and sexual orientation), parental status, national origin, age, disability, genetic information (including family medical history), military service or any basis prohibited under federal, state or local law.

 

We believe in an agile working culture for all our roles. If flexibility is important to you, we encourage you to explore with our hiring team what the opportunities are.

 

Should you require any adjustments to our process to assist you in demonstrating your strengths and capabilities contact us at UKRecruitment.Adjustments@gsk.com where you can also request a call.

 

Please note should your enquiry not relate to adjustments, we will not be able to support you through these channels. However, we have created a  Recruitment FAQ guide. Click the link where you will find answers to multiple questions we receive

 

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.

 

Please note that if you are a US Licensed Healthcare Professional or Healthcare Professional as defined by the laws of the state issuing your license, GSK may be required to capture and report expenses GSK incurs, on your behalf, in the event you are afforded an interview for employment. This capture of applicable transfers of value is necessary to ensure GSK’s compliance to all federal and state US Transparency requirements. For more information, please visit the Centers for Medicare and Medicaid Services (CMS) website at https://openpaymentsdata.cms.gov/

How we rate this

Site Forward Deployed Engineer at GSK rates 65 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

Prompt engineeringRAGAI agentsAI Safety

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 do you structure and test a prompt to get consistent output from a language model?
  2. How would you design a retrieval step so the model answers from real data instead of guessing?
  3. How do you decide when an AI agent can act on its own versus asking for approval first?
  4. How do you think about the risk of an AI system in this kind of role failing silently?
  5. Describe a typical day in a role like this one: which parts run through AI directly?

Adapt your resume

  • List these exact terms on your resume: Prompt engineering, RAG, AI agents, and AI Safety. 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.

Want an expert to read your CV for this job?

Free. Send your CV and the role you want next. You get your review by email within 24 hours.

Get new remote forward deployed engineer jobs (Works on AI ●●●○ or higher) by email

One email a week with the new remote forward deployed engineer jobs (Works on AI ●●●○ or higher), each rated for how much AI is in the work. No recruiter spam, unsubscribe in one click.

Free. One email a week. Unsubscribe in one click.

Similar roles

Sales roles that work on AI, at other companies.

What kind of AI work fits you?

Answer 12 practical questions in about three minutes. Get a simple profile, the work it points to, and live roles to explore next.

Find my next step

More jobs at GSK

More forward deployed engineer jobs

Related searches

Same AI level