UK

United Kingdom · Technology and data · Mid-Level (2-5 years)

Cloud Administrator

Here is the whole job, in plain words. What it is, what you decide, how you're judged, how people get here and where they go next. Then the part no course gives you: twelve AI tutors who learn your work.

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As a Cloud Administrator, a good place to start on Prompt Engineering & LLM Integration for Cloud Ops is Using and Checking AI Tools in Daily Work, a free Future Fluency module at Level 3. You'd practise using everyday AI tools on real tasks from your own week, and checking what they produce before you use it.

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One email: what AI is changing in this job, the new skills it asks for, where it leads, and where to start free. With a link back here. Nothing else follows unless you confirm your address.

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  • Experience bandMid-Level (2-5 years)
  • Direct reportsNo direct reports
  • Reports toSenior Cloud Administrator
  • UK framework levelUsually someone starting out, or keeping a process running

Also advertised as Cloud Engineer · Systems Administrator (Cloud) · DevOps Engineer (Cloud Focus)

Built on 43,079 real UK job descriptions we analysed · grounded in what real qualifications cover

Two short quizzes about you

1From this job to a course

The qualifications matched to this job

City & Guilds Level 3 Certificate in ICT Systems and Principles City & Guilds Limited · Level 3 · covers 4 of 10 standards
City & Guilds Level 3 Diploma in ICT Systems and Principles for IT Professionals City & Guilds Limited · Level 3 · covers 4 of 10 standards
City & Guilds Level 2 Diploma in ICT Systems and Principles for IT Professionals City & Guilds Limited · Level 2 · covers 3 of 10 standards
City & Guilds Level 2 Diploma in ICT Systems Support City & Guilds Limited · Level 2 · covers 3 of 10 standards
City & Guilds Level 2 Certificate in ICT Systems Support City & Guilds Limited · Level 2 · covers 3 of 10 standards
NCC Education Level 2 Diploma in Computing NCC Education Limited · Level 2 · covers 2 of 10 standards

Matched from the standards this job is measured against: a suggestion, not an official ruling.

The units you would start with

Implementing and maintaining Cloud technologies and infrastructure City & Guilds Level 3 Certificate in ICT Systems and Principles
Cloud Computing NCC Education Level 2 Diploma in Computing

The future skills this job leans on

AI Fluency working with AI as a thinking partner
Data Fluency turning numbers into a decision
AI Governance Fluency using AI responsibly
Automation Fluency building AI into how work runs
Foresight Fluency seeing round the corner
Your Plan Illustration

Built for Cloud Administrator

2 units that map to this job, from the qualifications that cover it.

  1. Implementing and maintaining Cloud technologies and infrastructure City & Guilds Limited · covers 4 of 10 standards Level 3
  2. Cloud Computing NCC Education Limited · covers 2 of 10 standards Level 2
These are the real units behind this job, in the order they rank for it. Nothing here is marked done, because this plan has not been started by anyone yet. Yours would fill in as you go.

2AI and this work

Will AI change your work as a Cloud Administrator?

Nobody can say exactly how. Here is what this job is being asked for next, and where to start.

The new skills this role is being asked for

  • Prompt Engineering & LLM Integration for Cloud Ops
  • Advanced Cloud Cost Optimisation Techniques
Why each one is rising

The future skills this job leans on

We'll only ever tell you what we can actually back up. No hype, no scare tactics.

What happens when you start

Next, a free account. We build your Cloud Administrator plan as you set up, starting with the free AI Fluency module. No card.

Your first Future Fluency module is free. After that, your AI tutor is £70 a month.

Ready to pay? Subscribe for £70 a month

Keep this read. One email with what AI is changing in this job, the new skills it asks for and where to start free. Nothing else follows unless you confirm your address.

3What this role really is

A cloud administrator keeps cloud infrastructure running smoothly and securely, spotting problems and fixing them properly. The work means acting as the first line of defence for cloud systems, so developers have a stable platform to build on.

4What you'd actually use

The tools this job runs on, and how well you'd need to know each one.

AWS (EC2, S3, IAM, VPC, CloudWatch) Intermediate

Managing EC2 instances, S3 buckets, IAM roles/policies, troubleshooting VPC connectivity, and monitoring with CloudWatch. You're comfortable navigating the console and using the CLI.

Azure (VMs, Blob Storage, Entra ID, Virtual Networks, Monitor) Intermediate

Deploying and managing Azure VMs, Blob storage, user management in Entra ID, configuring virtual networks, and using Azure Monitor for health checks.

Terraform / CloudFormation Intermediate

Reading and applying existing templates, making minor modifications to variables, and understanding execution plans. You can troubleshoot basic IaC deployment failures.

Docker / Kubernetes (kubectl) Intermediate

Deploying existing applications to a pre-configured Kubernetes cluster using `kubectl apply`, pulling and running Docker images locally for testing, and debugging basic pod issues.

Datadog / Prometheus / Grafana Intermediate

Viewing dashboards, responding to pre-configured alerts, creating simple monitors, and using metrics to understand system performance and health.

GitLab CI / Jenkins Intermediate

Triggering existing pipelines, identifying basic pipeline failures (e.g., failed tests, syntax errors), and reviewing pipeline logs to diagnose issues.

Python (Boto3) / PowerShell Intermediate

Running existing scripts, making simple changes to script parameters, and writing small scripts to automate routine operational tasks or interact with cloud provider APIs.

5What you get to decide, and how that grows

Power in a job isn't your title. It's what you're allowed to decide. Here's how it grows as you move up.

The choiceComing in Where you are nowThe step above
Incident Resolution (P2/P3) Escalate to supervisor after initial triage; follow runbook under direct guidance. Independently diagnose and resolve within established runbooks and procedures; escalate only if outside known patterns or requires significant resource changes. Lead incident response for complex, novel issues; authorise non-standard fixes; define new runbooks.
Infrastructure Changes (Production) Execute pre-approved changes from a queue; all steps reviewed by senior team member. Implement standard changes using IaC, making minor parameter modifications; changes reviewed by a senior peer or manager before deployment. Design and implement significant infrastructure changes; define change plans and rollback strategies; approve changes from junior team members.
New Tool/Service Adoption Learn and use tools selected by the team; provide feedback on usability. Research and propose new tools for specific operational problems (e.g., a better monitoring agent); participate in evaluation discussions. Lead the evaluation and selection process for new tools; champion adoption across the team; integrate new tools into existing workflows.
Cloud Cost Optimisation Report on basic cost metrics; identify idle resources based on dashboards. Identify and implement rightsizing opportunities for non-critical resources; propose cost-saving changes to your manager. Lead cost optimisation initiatives for specific services; analyse spend patterns and recommend strategic changes (e.g., Reserved Instances, Savings Plans).

6How you'll be judged

The scoreboard, and what is not on it. The hard targets, how often each is actually looked at, and the quiet signals that never reach a dashboard.

Ticket Resolution Time
How quickly you resolve incoming support tickets related to cloud infrastructure issues.
Target · Resolve 90% of P3 (low severity) tickets within 24 hours and 75% of P2 (medium severity) tickets within 4 hours.

If a developer can't access a specific S3 bucket, you'd aim to get that sorted for them within a few hours, not days. We're talking about getting them unblocked quickly so they can get back to building.

System Uptime for Assigned Services
The percentage of time that the specific cloud services and applications you're responsible for are fully operational.
Target · Maintain 99.9% uptime for assigned Tier 2 and Tier 3 services.

If you're looking after our internal logging service, we'd expect it to be available 99.9% of the time. Any dips below that, and we'll be asking what happened and how we prevent it next time.

Runbook Execution Success Rate
The percentage of routine maintenance and operational tasks, guided by runbooks, that you complete successfully without errors or re-work.
Target · Achieve 100% successful completion of assigned runbook-driven maintenance tasks.

When it's time to rotate API keys or apply a standard security patch, you'd follow the documented steps perfectly, meaning no unexpected outages or security gaps.

Automation Rate for Routine Tasks
The number of manual, repetitive tasks you identify and automate using scripts or IaC.
Target · Automate at least 2-3 recurring manual tasks per quarter, aiming to reduce team toil by around 5%.

If you find yourself manually creating the same type of S3 bucket with specific permissions every week, you'd write a Terraform module or a Python script to do it for you, saving everyone time in the long run.

Proactive Issue Identification
How often you spot potential problems before they become critical incidents, rather than just reacting to alerts.
  • You're regularly flagging potential resource constraints, security misconfigurations, or upcoming certificate expirations to your team. You might raise a ticket yourself for a preventative fix, or suggest a change during a team meeting. Basically, you're thinking ahead.
Documentation Quality & Contribution
The clarity, accuracy, and completeness of the documentation you create or update for systems you manage.
  • Other team members can easily follow your runbooks or system diagrams without needing to ask you questions. Your contributions to our internal knowledge base are clear, concise, and help others resolve issues faster. This is about making sure future-you (or future-anyone) can understand what's going on.
Collaboration & Peer Support
How effectively you work with your immediate team and other engineering teams, offering help and sharing knowledge.
  • You're actively participating in team discussions, offering to help colleagues with tricky problems, and sharing useful tips you've picked up. Developers come to you with questions because they know you're approachable and helpful, not just because you're the cloud person.
Adherence to Best Practices
How consistently you apply established cloud security, cost optimisation, and operational best practices in your daily work.
  • Your changes consistently follow our security guidelines (e.g., least privilege IAM policies), you're always thinking about cost implications, and you're not cutting corners on operational procedures. You're building things the 'right' way, even when it's a bit slower.

7Would you like it

Both sides. What people enjoy, and what grinds them down.

What people enjoy
Solving Complex Technical Puzzles

You get a real buzz from figuring out why a service isn't talking to another, or optimising a tricky database query. The more obscure the error, the more satisfying the fix. It's like being a detective for our infrastructure.

Spending an afternoon debugging a subtle network ACL issue that was blocking traffic between two microservices, and finally getting it working.

Seeing Systems Run Smoothly

There's a quiet satisfaction in seeing all the monitoring dashboards in the green, knowing that the infrastructure you're responsible for is humming along perfectly. You take pride in stability and reliability.

Checking the uptime reports at the end of the month and seeing 99.99% for the services you manage, knowing your proactive work paid off.

Constantly Learning New Tech

You're always tinkering with new cloud services, reading release notes, and experimenting in your sandbox. The idea of mastering a new tool or concept excites you, and you're eager to apply it to make things better.

Spending your lunch break watching a tutorial on a new feature in AWS Lambda or trying out a new Terraform provider.

What frustrates people
  • The 2 AM Pager Duty Alert: Your sleep, weekends, and personal plans are always subject to cancellation by a critical system failure. It's just part of the job, but it's never fun.
  • Cost vs. Performance Tension: Getting squeezed between developers who want all the resources and finance who wants you to cut cloud spend. It's a constant balancing act.
  • "Tagging Hygiene" Police: Constantly chasing developers and project managers to properly tag their resources so you can attribute costs and ownership. It feels less like engineering, more like nagging.
  • Inheriting a "Click-Ops" Nightmare: Taking over an environment built manually with no documentation, no code, and countless undocumented dependencies. It's like solving a mystery with half the clues missing.
  • The "It Works on My Machine" Standoff: Debugging an application that fails in the production K8s cluster, while the developer insists it's an 'infrastructure problem' because their Docker container runs fine on their laptop.
  • Security Scans on Friday Afternoon: The security team drops a report with three 'critical' vulnerabilities on your desk at 4:30 PM, expecting patches before the weekend. Happens more often than you'd think.
What this role does not give you
  • A completely predictable, routine work schedule with no urgent interruptions.
  • Full control over development timelines or feature prioritisation.
  • An environment where every single piece of your work makes it to production (sometimes projects get cancelled, or requirements change).
  • A role where you only ever work on greenfield projects; there's plenty of legacy to maintain.

8Who you work with

This role underpins our entire digital operation. If our cloud infrastructure isn't reliable, our applications don't run, and our customers can't use our services. You're directly responsible for keeping our core business functions operational, secure, and performing well. Essentially, you're a key part of making sure we can actually deliver on our promises to clients.

Inside the business
  • Your immediate team (other Cloud Administrators)
  • Software Development Teams (who build on your infrastructure)
  • Security Operations (to ensure compliance and threat defence)
  • Product Management (who care about system availability for features)
Outside the business
  • Cloud Service Providers (AWS, Azure, GCP support teams)
  • Third-party tool vendors (e.g., Datadog, GitLab)

9What you need before you start

Not a wish list. The things you would be expected to already have.

  • At least 2 years of hands-on experience working with public cloud platforms (AWS or Azure preferred) in an operational or engineering capacity.
  • Demonstrable experience with at least one Infrastructure as Code tool (Terraform or CloudFormation).
  • Proven ability to write and understand basic scripts in Python or PowerShell for automation.
  • Experience with monitoring tools like Datadog, Prometheus, or similar, including setting up dashboards and responding to alerts.
  • A solid understanding of networking fundamentals (TCP/IP, DNS, firewalls).
  • Experience troubleshooting common operating system issues (Linux or Windows Server).

10What to practise next

Where the job is going, and what to do about it starting this week.

Deepening IaC Expertise

As infrastructure becomes more complex, your IaC skills need to go beyond applying templates. You'll be expected to write more complex, reusable modules and manage state in more sophisticated ways.

Module Development & Reusability · Terraform State Management Best Practices · Policy as Code (e.g., OPA, Sentinel)

  • This month: Take an advanced Terraform course or work through official documentation on module development.
  • Next quarter: Contribute a new, reusable Terraform module to our internal library, or refactor an existing one.
  • Within 6 months: Research and experiment with Policy as Code tools like OPA or Sentinel within a sandbox environment.

Quick win: Review an existing Terraform module and identify 2-3 ways it could be made more generic or secure.

Container Orchestration & Service Mesh Management

More and more applications are moving to containers and Kubernetes. You'll need to go beyond basic `kubectl` commands to managing clusters, understanding networking, and potentially working with service meshes for advanced traffic management and security.

Kubernetes Cluster Management (EKS/AKS/GKE) · Helm Chart Deployment & Customisation · Service Mesh Fundamentals (e.g., Istio, Linkerd)

  • This month: Complete a hands-on Kubernetes administration course (e.g., CKA or CKAD preparation).
  • Next quarter: Deploy a sample application using Helm to one of our development Kubernetes clusters.
  • Within 6 months: Research and present on the benefits and challenges of a specific service mesh technology to the team.

Quick win: Spend an hour each week exploring the Kubernetes dashboard and understanding the different resource types in a live cluster.

11Staying current once you are in

What people here do to keep up
  • Actively participate in online forums and communities (e.g., Stack Overflow, Reddit r/sysadmin, r/aws) to share knowledge and learn from others.
  • Attend virtual conferences or webinars from cloud providers (AWS re:Invent, Azure Ignite) and open-source projects (KubeCon) to stay current.
  • Contribute to open-source projects, especially those related to cloud tooling or automation, to gain practical experience and build your profile.
  • Set up a personal cloud sandbox environment and experiment with new services or configurations in your own time. This is where a lot of real learning happens.
  • Mentor junior colleagues or new joiners, even informally. Teaching others solidifies your own understanding.

12The rising capability

The rising capability

Zavmo analysis

What's rising in its place

This is where the work is heading, and the higher pay with it. Get fluent here and the shift stops being a threat and starts being your edge.

Prompt Engineering & LLM Integration for Cloud Ops

AI is already here, and it's getting smarter. Cloud administrators who can effectively 'talk' to Large Language Models (LLMs) to generate code, debug issues, or summarise documentation will be significantly more productive. Competitors are using AI to draft reports in 10 minutes that used to take 2 hours. You don't want to be left behind.

  • Context Windows & Token Limits
  • Temperature Settings for Different Tasks
  • RAG (Retrieval Augmented Generation) Architectures
  • Output Validation & Hallucination Detection
  • Prompt Chaining for Complex Analysis

Advanced Cloud Cost Optimisation Techniques

Cloud costs are a constant pressure point. As our cloud footprint grows, the ability to deeply analyse, forecast, and implement advanced cost-saving strategies becomes crucial. It's not just about rightsizing anymore; it's about strategic financial management of cloud resources.

  • Reserved Instances & Savings Plans Strategy
  • Serverless Cost Models
  • Advanced Tagging & Cost Allocation
  • Spot Instance & Spot Fleet Usage
  • Automated Cost Governance

13What you’ll use

What you’ll use

Skills this role draws on

Technical

  • Infrastructure as Code (IaC) Principles
  • Cloud Security & Compliance Fundamentals
  • Disaster Recovery (DR) & High Availability (HA) Concepts
  • FinOps & Cloud Cost Awareness
  • Cloud Networking Basics
  • CI/CD Pipeline Operations

14The pathway

The pathway

How you actually get there, here

How you become one varies far more by country than what one does. This is the UK route. Most people take one of these ways in; the right one depends on where you're starting from.

  1. 1

    Junior Cloud Administrator / Associate Cloud Engineer

    1-2 years

    Skills to master

    • Mastering basic cloud services (EC2, S3, IAM), understanding networking fundamentals, executing runbooks, and basic scripting. Basically, getting really good at the fundamentals and following instructions precisely.

    You're ready to move on when

    • Consistently resolves L1/L2 tickets within SLAs without escalation.
    • Can independently deploy standard resources using existing IaC templates.
    • Demonstrates a proactive attitude towards learning new cloud services.
    • Receives positive feedback on documentation and adherence to procedures.
  2. 2

    Traditional Systems Administrator (with cloud exposure)

    2-3 years

    Skills to master

    • Transitioning from on-premise to cloud thinking. This means understanding cloud-native alternatives to traditional servers, networking, and storage. Learning IaC, cloud security models, and automation via cloud APIs is crucial.

    You're ready to move on when

    • Has migrated at least one on-premise application or service to the cloud.
    • Proficient in scripting (e.g., PowerShell, Bash) and eager to learn Python/Boto3.
    • Holds an associate-level cloud certification (AWS or Azure).
    • Can articulate the differences and benefits of cloud vs. on-premise infrastructure.
  3. 3

    Help Desk / IT Support Specialist (with scripting/automation focus)

    3-4 years

    Skills to master

    • Moving beyond user support to infrastructure. This involves deep diving into cloud platforms, learning IaC, understanding monitoring and alerting systems, and building robust automation scripts. Your troubleshooting skills are a huge asset here.

    You're ready to move on when

    • Has automated significant portions of their help desk tasks.
    • Demonstrates a strong interest in infrastructure and backend systems.
    • Has a personal cloud sandbox where they experiment with cloud services.
    • Can effectively troubleshoot complex technical issues beyond basic user problems.

15Where this role leads

The long view: This work can lead to designing cloud solutions as a staff cloud engineer, or specialising in cloud security as a security architect.

The ten Future Fluencies

Zavmo analysis

The credential is what you can do today. These are what keep you valuable.

A qualification proves you can do the job as it's defined today. These ten are what decide whether you're still the obvious person for it in five years. They're the capabilities employers are now writing into senior roles faster than people are learning them. Zavmo weaves them through whatever you study, so you come out with both: the credential and the fluency.

The highlighted ones are the Fluencies your role leans on hardest, from how Cloud Administrator is actually changing.

Where it leads

Roles this leads to

How you would learn this

One to one, on the work you already do

A tutor sets the task against your own job and marks the reasoning, at your pace. There is no cohort to fall behind.

A lesson from Implementing and maintaining Cloud technologies and infrastructure, worked against Cloud Administrator.

Implementing and maintaining Cloud technologies and infrastructure Level 3

Applied to your work in Cloud Administrator

This unit aims to provide learners with a comprehensive understanding of cloud computing concepts, service models, and deployment options. Learners will develop the skills to create, configure, and manage cloud infrastructure, including virtual machines, storage, and networks, as well as deploy applications and services to a cloud platform.

How the thinking builds
  1. 1 Remember
  2. 2 Understand
  3. 3 Apply
  4. 4 Analyse
  5. 5 Evaluate
  6. 6 Create
An illustration of a Zavmo lesson, built from this role’s own route. The unit, its objective and every criterion above are the awarding body’s own words, not an example.

It is £70 a month, billed monthly. Your free first module is Future Fluency, and you can cancel any time.

See Your Progress Grow Illustration
Cloud Administrator
  • Infrastructure as Code (IaC) Principles
  • Cloud Security & Compliance Fundamentals
  • Disaster Recovery (DR) & High Availability (HA) Concepts
  • FinOps & Cloud Cost Awareness
  • Cloud Networking Basics
  • CI/CD Pipeline Operations
This is your Mind Palace on learn.zavmo.ai. Every skill above comes from this role's own record, not an example borrowed from another job. A node lights up when you evidence it, and what you build stays yours between jobs. That is the part a course cannot do.

16The detail, folded away

Everything else the record holds

The career branches in full, how AI is already showing up in the day-to-day, and the questions people ask about this job. Here when you want them, out of the way while you decide.

Where it leads next, rung by rung

Where it leads

The career path, and where it branches

Cloud Administrator is a start, not a ceiling. Each step below asks for new skills and hands back more autonomy.

  1. Senior Cloud Administrator (L3)

    2-3 years from this role

    You'll move from independently managing systems to leading entire workstreams and mentoring junior team members. You'll be the go-to person for complex technical domains.

    • Advanced IaC Development Writing complex, reusable Terraform modules from scratch, managing state securely at scale.
    • Cloud Architecture Design Designing new cloud solutions for specific business problems, considering scalability, security, and cost.
    • Advanced Monitoring & Alerting Designing and implementing comprehensive observability solutions, including custom metrics and complex alerting logic.
    • Security Hardening Implementing advanced security controls and ensuring compliance with stricter regulatory frameworks.
Working with AI on the job

Working with AI

Where AI is starting to help

Let's be real, cloud administration can be repetitive and time-consuming. But what if you could offload some of that grunt work to AI? Imagine spending less time debugging obscure errors and more time building resilient systems.

We're not talking about replacing you; we're talking about giving you a superpower. Our team is actively exploring and integrating AI tools to make your daily tasks faster, smarter, and less frustrating. Here's how AI could help you reclaim your time and focus on what truly matters.

IaC & Script Generation

Use AI assistants (like GitHub Copilot or specialized tools) to generate boilerplate Terraform modules, Python/Boto3 scripts, or complex Kubernetes YAML manifests based on natural language prompts. This means less staring at a blank screen and more getting straight to the solution.

Proactive Anomaly Detection

Leverage AI-powered observability platforms (like Datadog's Watchdog) to automatically detect unusual patterns in metrics (e.g., memory leaks, abnormal latency) before they trigger alarms or cause outages. Catch problems before they become emergencies, and look like a genius in the process.

Accelerated Research & Debugging

When you're facing an obscure error code or a new cloud service, use an AI chat interface to quickly search and synthesise information from official documentation, Stack Overflow, and GitHub issues. Get a concise explanation and potential solutions in minutes, not hours of digging.

Automated Incident Reporting

Use AI tools to analyse incident data from Slack channels, monitoring alerts, and commit logs to automatically generate a first draft of a post-mortem or Root Cause Analysis (RCA) document. This means less time writing up what happened, and more time preventing it from happening again.

Common questions

Common questions

How do you become a Cloud Administrator?

Common routes in include Junior Cloud Administrator / Associate Cloud Engineer (1-2 years), Traditional Systems Administrator (with cloud exposure) (2-3 years) and Help Desk / IT Support Specialist (with scripting/automation focus) (3-4 years). Times vary with prior experience.

Where can a Cloud Administrator progress to?

This role can lead on to Senior Cloud Administrator (2-3 years from this role), depending on the skills you build.

What new skills matter most for a Cloud Administrator?

Increasingly, Prompt Engineering & LLM Integration for Cloud Ops and Advanced Cloud Cost Optimisation Techniques. These are the skills our record of this role lists as growing.

Free tools

Want a read on where you stand?

Three free tools, no account needed. Each one ends with a role, a level and a way in.

Read the Zavmo manifesto to understand how you will be taught Meet your tutors

Or try another one

17Where to go from here

Other roles at Level 2

Same depth of qualification, different job. Useful if the work appeals but this particular role does not.

 More jobs in technology and data

Stay in the field you know and move sideways rather than up.
If you leave this industry

The skills involved transfer across almost any industry. Every organisation needs reliable, secure cloud infrastructure, so the work can apply in fintech, healthcare tech, e-commerce or government.

This role profile is © 2026 Growth Engineering Technologies Ltd. Built from UK occupational standards and regulated qualification data, and written for Zavmo.

You're not behind. You're right on time. The shift is only just beginning. Your role won't look the same in two years. Be the one who leads the change, not the one it happens to. Start my free AI Fluency module What happens next: a free account, then we build your plan as you set up. No card. Build your plan, see your roadmap and meet the twelve tutors matched to you. All free. When you're ready to start learning, it's £70 a month, billed monthly. Cancel any time and billing stops.