Head of AI Engineering
Hastings Direct is hiring a Head of AI Engineering. Level rates it ; you can apply on Level.
AI in this role
Lead enterprise AI and machine learning engineering teams, defining standards, MLOps, and generative AI platform capabilities.
Head of AI Engineering
As a member of the CIO Technology Engineering senior leadership team, the Head of AI Engineering will lead the design, deployment, integration and continuous improvement of enterprise AI and machine learning capabilities, including ML platforms, generative AI, LLM services, feature pipelines and MLOps tooling.
The role is responsible for establishing AI engineering standards, governance and best practices across the model lifecycle, ensuring solutions are scalable, secure, compliant and deliver measurable business value.
About the role
Lead AI engineering, MLOps and platform teams, driving high-quality delivery and operational excellence.
Define and maintain engineering standards, AI guardrails and Responsible AI practices.
Oversee model development, deployment, monitoring, evaluation and continuous improvement processes.
Drive preventative controls, automation, observability and root cause analysis to minimise technical debt and service issues.
Partner with Architecture, Risk, Compliance and business stakeholders to shape AI roadmaps and align delivery with strategic objectives.
Provide clear reporting on progress, model performance and value realisation, identifying opportunities for improvement.
Build, mentor and develop high-performing teams through coaching, succession planning and recruitment.
About you
Significant leadership experience in AI Engineering within a fast-paced technology environment.
Strong expertise in machine learning, MLOps, generative AI, LLMs, AI platforms and cloud technologies (e.g. Microsoft Azure AI/Azure ML).
Proven experience implementing AI engineering standards, deployment automation, model monitoring and Responsible AI frameworks.
Excellent analytical, problem-solving and stakeholder management skills.
Strong written, verbal and presentation skills, with proficiency in Microsoft Office applications.
Passion for innovation, data-driven decision-making and continuous learning.
Regrettably we are unable to offer sponsorship for this role
Benefits: competitive salary and £6k car allowance
Flexible working – we champion a flexible hybrid working approach – please speak to your recruiter to discuss in more detail
Competitive bonus scheme - all colleagues are eligible for our annual 4Cs performance bonus
Physical wellbeing – as a Band 5 colleague, Hastings pay for you to receive private medical Insurance (also known as PMI). This gives you flexibility and convenience to see a specialist or consultant and allows you to decide when and where you will be seen
Financial wellbeing – as well as providing you with 4x your salary with our life assurance cover, income protection at no extra cost, and matched pension contributions up to 10%, we are proud to provide you with an award winning package which includes – discounts, cashback, free independent mortgage advice and free access to financial wellbeing support
Mental wellbeing programme – we have the thrive mental health app, our colleague assistance programme available 24/7, our own in-house mental health first aiders, support groups and a dedicated team to make sure we are covering your needs
There's more! – 27 days annual leave + bank holidays, with the option to buy or sell one of your weeks, access to our health care cash back plans, dental plans, discounted health assessments, Cycle to work and tech schemes, discounted and free onsite facilities, social events throughout the year and much more ….
Hastings Group is an equal opportunities employer which means we treat people fairly. We welcome applications from all suitably skilled persons regardless of their gender, age, race, disability, ethnic background, religion/belief, sexual orientation, gender reassignment or marital/family status. Please also note that we have a thorough referencing process, which includes credit and criminal record checks.
At Hastings Direct, we’re committed to creating an inclusive environment where everyone has the opportunity to succeed. If you require any reasonable adjustments during the recruitment process, we encourage you to be open with us. Our recruitment team is here to provide the support you need to ensure a fair and accessible experience for all.
Job posting end date:
01/11/2026How we rate this
Head of AI Engineering at Hastings Direct 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. Open the description and count.
Prepare for this job
Built from this posting and from similar jobs on Level.
Skills and AI tools this role asks for
Pay
- Typical AI engineer job
- $181k
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 do you monitor a model once it's live, and how do you know it needs retraining?
- How do you think about the risk of an AI system in this kind of role failing silently?
- Tell me about a project where machine learning was part of your work. What did you do?
- Tell me about a project where generative ai was part of your work. What did you do?
- Tell me about a project where llm was part of your work. What did you do?
Adapt your resume
- List these exact terms on your resume: ML Ops, AI Safety, Machine learning, Generative AI, and LLM. 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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