Suggested rewrite: Led a cross-functional initiative that improved [business outcome] by [measurable result], demonstrating experience relevant to this role...
Software Engineer, AI Enablement
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- Remote from
- UK
- Salary
- GBP 128,770–178,540 / yr
- Department
- Software Engineering
- Employment
- Full Time
- Experience
- Senior
- Published
- Apply before
- 10 Nov 2026
- Listing views
- 104
- Application actions
- 8
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The role, at a glance.
Tailscale is hiring a senior Software Engineer to establish and scale internal AI enablement across its engineering organization. The role builds developer-facing tools, workflows, governance practices, and measurement systems for safe, effective use of AI coding agents. It partners closely with engineering leadership, technical staff, and the Aperture AI gateway team while serving as an internal advocate and educator. Success is defined by enabling other teams to ship faster without compromising code quality or security.
Role DNA
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Pace & Pressure
4/5Autonomy Level
5/5Communication Load
5/5Salary analysis
Estimated compensation compared with the broader UK market for similar roles.
Core skills
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Sample interview questions
I would begin with representative engineering workflows and define success criteria such as task completion quality, security, latency, cost, developer satisfaction, and maintainability. I would run controlled pilots with diverse teams, combine quantitative telemetry with structured feedback, and publish transparent recommendations rather than imposing a single tool by default.
I would use layered guardrails: clear guidance for appropriate use cases, repository and secret-handling controls, automated testing and static analysis, risk-based review expectations, and incident feedback loops. The goal is to make the safe path convenient while reserving stricter review for higher-risk changes.
I would track adoption and repeat usage alongside delivery and quality measures, such as lead time, pull-request cycle time, review iterations, test outcomes, escaped defects, and developer-reported usefulness. Metrics should be segmented by workflow and interpreted carefully so increased output is not mistaken for improved outcomes.
A strong approach is to start with early adopters, solve a concrete pain point, document measurable wins, and incorporate feedback rapidly. I would build credibility through hands-on support and clear technical communication, then scale adoption through reusable templates, training, and champions rather than mandates.
I would prioritize opportunities by expected organization-wide leverage, user pain, risk reduction, implementation effort, and strategic alignment with engineering leadership. I would maintain a lightweight roadmap, deliver small experiments quickly, and regularly reassess priorities using adoption data and direct conversations with teams.
About this role.
Thank you for considering Tailscale. If this job description resonates with you, please apply. Frequently cited statistics show that people who identify with historically marginalized groups are likely to apply to jobs only if they meet 100% of the qualifications. We encourage you to help us break that statistic!
About Tailscale
Tailscale is making safe connection effortless by delivering software that makes it easy to securely interconnect people and their devices, no matter where they are. From hobbyists to multinational corporations, teams of every size use Tailscale each day to protect their networks, share access to internal tools, and more. We’re building a future for the Internet that’s easy, sensible, and safe, like it used to be. Founded in 2019 and fully distributed, we’re backed by Accel, CRV, Insight, Heavybit, and Uncork Capital.
About the Role
We’re seeking a talented and motivated full-time Software Engineer, AI Enablement to help Tailscale’s engineering organization get the most out of AI-assisted development. You’ll join a small, high-leverage team reporting to our co-founder, working alongside our first AI enablement engineer to build the tools, workflows, and practices that help every engineer at Tailscale build faster and more safely with AI. This is a foundational role — you’ll have real latitude to shape what AI enablement means here as we scale, with direct visibility into how the whole engineering org adopts these tools.
Key Responsibilities
- Partner with engineering leadership and Tailscale’s technical staff to define and drive our internal AI-enablement roadmap.
- Work closely with the team building Aperture by Tailscale, our AI gateway used both internally and offered as a product.
- Build and iterate on the tools, workflows, and shared practices that help engineers get real value from coding agents — and evaluate new models and tools, making clear calls on what we adopt.
- Partner with engineering and non-engineering teams to find high-leverage opportunities to apply AI — this is a support function, so success means other teams shipping faster because of what you’ve built.
- Establish the guardrails, review practices, and documentation that make AI-generated code safe to ship, and act as the internal advocate who helps teams adopt good practices without mandating a single tool.
- Track adoption and measure the real impact of AI tooling on velocity and quality, and report back to leadership.
What We Are Looking For
- 5+ years of professional software engineering experience
- Genuine, daily, hands-on fluency with modern AI coding tools (Claude Code, Codex, Pi, or similar) — real power-user experience, not occasional use
- Experience building and shipping internal tools or developer-facing automation
- Strong written and verbal communication and internal advocacy skills — comfortable teaching, writing, and influencing engineers at very different comfort levels with AI tooling
- A balanced approach — trying to get people to use AI effectively and safely where appropriate. We don’t have an ‘AI mandate’; we believe that if we make AI both easy to use and safe, people will choose to use it when appropriate.
- Comfort with ambiguity and self-directed prioritization on a small, still-forming team
- Product or systems thinking — able to identify and prioritize high-leverage opportunities, not just execute a pre-set roadmap
Nice to Have
- Prior experience in developer experience, platform engineering, or internal tooling
- Experience evaluating or benchmarking LLMs and coding agents
- Experience with a systems language such as Go or Rust, in addition to Python
- Background in security or code-review practices — helpful for reasoning about AI/agent-generated code, though you don’t need to be a security engineer
- Experience in developer relations, technical evangelism, or customer-facing developer advocacy — the same skills that make someone effective in external DevRel translate well to driving internal AI adoption
- Technical project management experience
As a company, we strive to maintain fair and equitable compensation practices within our team across all roles and all levels. Tailscale’s compensation package includes base salary, equity, and comprehensive benefits. The salary range displayed on each job posting represents the target range for a new hire’s base salary. Individual offers may vary based on experience and skill set.
UK Pay Range
£128,770—£178,540 GBP
What We Offer
- An inclusive, flexible environment where you can be your authentic self. We recognize the impact of diverse voices and backgrounds on the growth of our people, product, and company. And that flexibility in how and when you work empowers our team to integrate work and life.
- A competitive total compensation package. This includes a base salary, an equity incentive plan and variable commission (for quota-based roles).
- Comprehensive group benefits with no waiting period. Take advantage of coverage for health, vision, dental, and more for you and your family!
- Remote first company—most of our teams work fully remotely. Enjoy a change of scenery wherever you can get wifi, participate in virtual and in-person social events, and leverage our corporate co-working program to visit WeWork (or other similar spaces near you). Some roles require in-office collaboration depending on team needs, which will be clearly noted in the job description.
- Employer-funded retirement contributions. Tailscale will match your retirement contributions dollar-for-dollar, up to a maximum annual employer contribution equal to 0.75% of your eligible compensation.
- Connect with other Tailscalars IRL. Attend our annual company retreat, participate in team off-sites, and collaborate in person with teammates across Canada, the United States, the United Kingdom, and Singapore. We support intentional in-person connection through team travel and distributed collaboration.
- Support for your personal and professional development. Grow your career thoughtfully with $1500 USD annually for professional development, or take advantage of mentorship, coaching, and internal promotion opportunities.
- Paid time off and a healthy work-life integration. Our flexible, paid time off program supports you for any situation life throws your way, whether moving homes or travelling the world!
- A build-your-own home office setup. You choose your own company-owned laptop (Mac or PC), receive a monthly home internet reimbursement, and $500 USD to customize your workstation to make it your own.
- Paid parental leave program. We care about your life outside of work and encourage new parents to take advantage of parental leave top-ups (20 weeks for birthing parents, 16 weeks for non-birthing parents).
Tailscale is committed to providing an accessible and inclusive hiring process. If you require an accommodation at any stage of the recruitment process or related to any aspect of this role, please contact your recruiter.
Our hiring process uses AI-assisted tools to help screen and assess candidates. All hiring decisions are made by people.
Please be aware that legitimate emails from Tailscale’s talent team will only originate from @tailscale.com, @greenhouse.io, and @interviews.modernloop.io email addresses. For more information about protecting yourself from impersonators and scams, please visit https://tailscale.com/scam-awareness.
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