UK

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

Automation Developer

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.

Start my Automation Developer plan, free

Free to start: a plan built for this role, and a Future Fluency module to try first. No card.

Keep this job description

Where should we send it?

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

Upskilling a team in this role? Talk to us

  • Experience bandMid-Level (2-5 years)
  • Direct reportsNo direct reports
  • Reports toSenior Automation Developer or Lead Automation Engineer
  • UK framework levelUsually a coordinator, or early in a professional job

Also advertised as RPA Developer · Bot Developer · Automation Engineer

Built on 43,079 real UK job descriptions we analysed · grounded in qualifications employers recognise

Two short quizzes about you

1From this job to a course

The qualifications matched to this job

Gateway Qualifications Level 3 Certificate in Software Development Gateway Qualifications Limited · Level 3 · covers 2 of 3 standards
Gateway Qualifications Level 3 Diploma in Software Development Gateway Qualifications Limited · Level 3 · covers 2 of 3 standards
ETCAL Level 4 NVQ Diploma in Processing Industries Operations ETC Awards Limited · Level 4 · covers 1 of 3 standards
EAL Level 3 Diploma in Maritime Defence (Development Competence) Excellence, Achievement & Learning Limited · Level 3 · covers 1 of 3 standards

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

The units you would start with

Automation Systems and Industrial Robotics ETCAL Diploma in Advanced Manufacturing and Engineering (Development Technical Knowledge)
Robot Technology Gateway Qualifications Level 3 Certificate in Software Development
Develop and Update Standard Operating Procedure_s_ Within Processing Industries Environments ETCAL Level 4 NVQ Diploma in Processing Industries Operations
Maintaining process controller equipment within an engineered system (Maritime Defence) EAL Level 3 Diploma in Maritime Defence (Development Competence)
Producing operating programs for industrial robots: EAL Level 3 Diploma in Advanced Manufacturing and Engineering – Mechatronics Maintenance Technician (Development Competence)

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
Systems Fluency seeing the whole picture
Start my Automation Developer plan, free
Your Plan Illustration

Built for Automation Developer

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

  1. Automation Systems and Industrial Robotics ETC Awards Limited · covers 2 of 3 standards Level 3
  2. Robot Technology Gateway Qualifications Limited · covers 2 of 3 standards Level 3
  3. Develop and Update Standard Operating Procedure_s_ Within Processing Industries Environments ETC Awards Limited · covers 1 of 3 standards Level 4
  4. Maintaining process controller equipment within an engineered system (Maritime Defence) Excellence, Achievement & Learning Limited · covers 1 of 3 standards Level 3
  5. Producing operating programs for industrial robots: Excellence, Achievement & Learning Limited · covers 1 of 3 standards Level 3
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 an Automation Developer?

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
  • Low-Code/No-Code Platform Integration
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 Automation Developer plan as you set up, starting with a Future Fluency module on using AI in your job. No card.

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

Start my Automation Developer plan, free Ready to pay? Subscribe for £70 a month

3What this role really is

An Automation Developer builds software bots that carry out business processes automatically, from design through to testing and deployment.

4What you'd actually use

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

UiPath Studio/Automation Anywhere Creator Advanced

Building, testing, and deploying moderately complex automation workflows, including robust error handling and data manipulation.

UiPath Orchestrator/AA Control Room Intermediate

Monitoring bot performance, managing queues, scheduling automations, and troubleshooting production issues.

Python (pandas, requests, Selenium) Expert

Writing scripts for complex data manipulation, web scraping, API interactions, and developing custom activities for RPA platforms.

Direct API Calls (REST/SOAP) Intermediate

Using Python's `requests` library or built-in RPA connectors to perform simple data lookups or updates directly with other systems.

AWS S3/Azure Blob Storage Intermediate

Using cloud storage for input/output files for automation processes, ensuring secure and scalable data handling.

Jira/ServiceNow Advanced

Managing automation development tickets, tracking progress, providing status updates, and documenting resolution steps for bot issues.

Excel/Google Sheets Expert

Advanced data analysis, creating pivot tables and charts for weekly status reports, and manipulating data for bot inputs/outputs.

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
Technical Approach for a New Bot Proposes an approach to senior developer for approval; follows detailed instructions. Independently designs the bot's technical architecture and workflow; consults lead on complex integrations or novel challenges. Defines the technical approach and standards for multiple bots or a workstream; reviews and approves approaches from junior developers.
Troubleshooting Production Bot Failure Escalates immediately to senior developer with initial findings. Diagnoses the issue, implements a fix, and informs lead of resolution; escalates if unable to resolve within a defined timeframe or if impact is critical. Leads the troubleshooting effort, coordinates with IT, and makes decisions on hotfixes or temporary workarounds; communicates impact to stakeholders.
Changes to Project Scope/Timeline Informs supervisor of any potential delays or scope creep. Identifies potential impact of changes, proposes adjusted timelines, and discusses with lead before committing. Negotiates scope changes with business stakeholders, assesses impact on workstream, and makes recommendations to programme manager.
Selection of Automation Tools/Libraries Uses tools/libraries as directed by senior developer. Selects appropriate built-in RPA activities or Python libraries for specific tasks; researches and proposes new, small-scale tools for specific problems to lead. Evaluates and recommends new tools or frameworks for the team's tech stack; sets standards for tool usage.

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.

Bot Error Rate
The percentage of times your deployed automations fail or require human intervention.
Target · Below 3% for owned bots

If your bot processes 1,000 transactions and 25 need manual fixing, that's a 2.5% error rate – which is good.

Development Velocity
How quickly you deliver automation components or entire bots, compared to initial estimates.
Target · Within +/- 10% of story point estimates

If a task was estimated at 8 story points and you finished it in a timeframe equivalent to 7.5 or 8.5 points, you're spot on.

Manual Hours Automated
The estimated time saved by the business due to the automations you've built and deployed.
Target · Contributes to projects saving 500-2,000 hours/year

Your new invoice processing bot saves the Finance team 40 hours a month, contributing 480 hours to the annual target.

Bot Uptime
The percentage of time your critical bots are running as expected, without unplanned downtime.
Target · Achieves >98% uptime for owned production bots

If your bot is meant to run 24/7, and it's down for less than 3.5 hours in a month, you're hitting the target.

Code Quality & Maintainability
How clean, well-structured, and easy to understand your automation code is, including comments and adherence to best practices.
  • Positive feedback during code reviews from senior developers
  • minimal refactoring needed by others
  • clear documentation within the code itself.
Proactive Problem Solving
Your ability to spot potential issues before they become major problems, or to quickly diagnose and fix bot failures.
  • Identifying a potential application change that could break a bot and addressing it before it happens
  • quickly troubleshooting and resolving production bot errors with minimal guidance
  • proposing improvements to existing automations.
Stakeholder Communication
How effectively you communicate progress, issues, and technical details to non-technical business users and your team.
  • Business users understand bot functionality and limitations
  • clear and concise status updates
  • proactively asking clarifying questions during requirements gathering to avoid rework.
Contribution to Team Knowledge
Sharing your learnings and helping other team members improve their skills.
  • Informally guiding new joiners
  • contributing to internal knowledge base articles
  • actively participating in team discussions and sharing insights from your projects.

7Would you like it

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

What people enjoy
Solving Puzzles & Building Solutions

You get a real kick out of taking a complex, manual process, breaking it down, and then seeing your bot handle it perfectly. The satisfaction of a clean, efficient automation running without a hitch is what drives you.

You've just finished a bot that processes 500 invoices a day, error-free. You see the Finance team celebrating their early month-end close, and you know you made that happen.

Seeing Tangible Impact

You want to build things that actually get used and make a difference. The idea of your work directly improving efficiency, saving time, or reducing errors for colleagues is a big draw.

An Operations manager tells you how your new bot has cut their team's data entry time by 30%, allowing them to focus on customer service instead.

Continuous Learning & Mastery

You're always keen to learn a new trick, a new feature in the RPA platform, or a better way to handle exceptions. You enjoy diving into documentation and experimenting with new approaches.

You spend a Saturday morning playing around with a new Python library that you think could make your next bot's data manipulation much faster.

What frustrates people
  • Automating Undocumented Processes: Being asked to automate a critical process that exists only in the head of a 30-year veteran who is about to retire, forcing you into a painful forensic documentation exercise.
  • The Maintenance Iceberg: Stakeholders see the upfront development cost but vastly underestimate the long-term effort required to maintain, update, and support a growing fleet of bots as underlying applications and processes change.
  • The UI Change Domino Effect: The Salesforce team rolls out a minor UI update over the weekend, and you come in Monday to 500 alert emails because half your bot fleet is broken and can't find the buttons they need to click.
  • The 'Pave the Cowpath' Pressure: Being pressured to automate a clearly inefficient process without fixing it first, which feels like cementing bad practice in code.
What this role does not give you
  • A perfectly stable, unchanging technical environment – things will break, and systems will evolve.
  • Complete autonomy over strategic direction – you'll be building solutions, not setting the overall automation strategy.
  • A role focused purely on cutting-edge research – this is about practical, applied automation for business problems.

8Who you work with

Your work directly improves operational efficiency and data accuracy across various business functions. Essentially, you're building the digital cogs that keep the business machine turning smoothly, allowing human colleagues to focus on higher-value tasks and reducing the risk of manual errors. If your bots are reliable, the business benefits from speed and precision; if they're not, it can cause significant operational disruption.

Inside the business
  • Operations teams (who use your bots)
  • Finance (for month-end processes)
  • IT Support (for infrastructure and troubleshooting)
  • Product teams (when integrating with new systems)
Outside the business
  • Software vendors for RPA platforms (e.g., UiPath, Automation Anywhere)

9What you need before you start

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

  • 2-5 years of hands-on experience building and deploying automations using a leading RPA platform (e.g., UiPath, Automation Anywhere), or equivalent experience in software development with a strong focus on process automation.
  • Demonstrable proficiency in Python for scripting, data manipulation, and API interactions. We'll want to see some of your work.
  • A solid understanding of software development principles, including version control (Git), testing methodologies, and debugging techniques.
  • Experience working with business stakeholders to gather requirements and translate them into technical solutions.
  • A good grasp of how to design resilient automations that can handle exceptions and unexpected scenarios.

10What to practise next

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

Advanced Data Engineering for Automation

As automations become more sophisticated, they'll need to handle larger, more complex datasets. You'll need to move beyond basic data manipulation to more robust data pipelines.

Data warehousing concepts · ETL/ELT processes · Cloud data services (e.g., Azure Data Factory, AWS Glue)

  • This quarter: Take an online course on SQL optimisation or data modelling.
  • Next quarter: Work on a project that involves pulling data from multiple, disparate sources for an automation.
  • Within 6 months: Explore a cloud data service and try to build a simple data pipeline for a bot.

Quick win: Refactor an existing bot's data input process to make it more efficient and less prone to errors.

Cloud-Native Automation Orchestration

More and more of our infrastructure is moving to the cloud. Your bots won't just run on virtual machines; they'll be part of larger, event-driven cloud workflows.

Serverless functions (AWS Lambda/Azure Functions) · Event-driven architectures · Cloud monitoring and logging

  • This quarter: Deploy a simple Python script as an AWS Lambda function or Azure Function.
  • Next quarter: Integrate one of your bots with a serverless function to handle a specific task.
  • Within 6 months: Learn about message queues (e.g., SQS, Azure Service Bus) and how they can orchestrate automation workflows.

Quick win: Get familiar with the basics of our chosen cloud platform (AWS or Azure) and its core services.

11Staying current once you are in

What people here do to keep up
  • Actively participate in online automation communities (e.g., UiPath Forum, Automation Anywhere A-People Community) to learn from peers and share your knowledge.
  • Attend webinars and virtual conferences on RPA, intelligent automation, and emerging AI technologies.
  • Dedicate time each week to exploring new features in our RPA platforms or experimenting with new Python libraries.
  • Seek out opportunities to mentor junior developers or new joiners, even informally – teaching is a great way to solidify your own understanding.
  • Take online courses (e.g., from Coursera, Udemy, Pluralsight) on advanced Python, cloud computing, or specific integration technologies.

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

Honestly, large language models (LLMs) like ChatGPT are changing how we interact with data and generate content. Competitors are already using them to draft reports in 10 minutes that used to take 2 hours. Developers who figure this out will outproduce peers 3:1, and we want you to be one of them.

  • Context windows and token limits
  • Temperature settings for different tasks
  • RAG (Retrieval-Augmented Generation) architectures
  • Output validation and hallucination detection
  • Prompt chaining for complex analysis

Low-Code/No-Code Platform Integration

Business users are increasingly empowered to build their own simple automations or apps using platforms like Microsoft Power Automate or Appian. Your role will shift from building everything from scratch to integrating with and governing these 'citizen developer' solutions.

  • Citizen Developer Governance
  • API-first integration
  • Workflow orchestration
  • Security and compliance in low-code

13What you’ll use

What you’ll use

Skills this role draws on

Technical

  • Intelligent Automation (IA) Principles
  • Agile for Automation Delivery
  • Exception Handling & Resilience Design
  • Process Analysis & Optimisation

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 Automation Developer

    1-2 years

    Skills to master

    • Building simple, linear automations from detailed specifications
    • rigorous testing
    • basic debugging
    • understanding core RPA platform features.

    You're ready to move on when

    • Consistently delivers assigned automation components on time and with minimal errors.
    • Can independently troubleshoot basic bot failures.
    • Demonstrates a solid understanding of our chosen RPA platform's core functionalities.
    • Proactively asks clarifying questions during requirements gathering.
  2. 2

    IT Support / Operations Analyst with Scripting Experience

    2-3 years

    Skills to master

    • Translating operational pain points into automation opportunities
    • strong scripting (e.g., Python, PowerShell) for task automation
    • understanding of IT systems and infrastructure.

    You're ready to move on when

    • Has successfully automated routine IT or operational tasks using scripts or basic tools.
    • Possesses a deep understanding of specific business processes that are ripe for automation.
    • Can articulate the business value of automation beyond just 'saving time'.
    • Shows a keen interest in learning and applying RPA technologies.
  3. 3

    Business Analyst with Technical Aptitude

    2-4 years

    Skills to master

    • Detailed process mapping and requirements gathering
    • understanding of business logic
    • ability to translate business needs into technical specifications
    • some exposure to coding or scripting.

    You're ready to move on when

    • Excellent at documenting 'as-is' and 'to-be' processes with high fidelity.
    • Can clearly articulate business problems and potential automation solutions.
    • Has a basic understanding of programming concepts and logical flow.
    • Demonstrates a strong desire to move into a hands-on development role.

15Where this role leads

The long view: This work can lead into automation architecture, designing solutions across larger programmes, or into automation management, running a team of developers and owning delivery for a business area.

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 Automation Developer is actually changing.

Where it leads

Roles this leads to

The record names a next step, but the catalogue has no page for it yet:

  • Senior Automation Developer

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 Automation Systems and Industrial Robotics, worked against Automation Developer.

Automation Systems and Industrial Robotics Level 3

Applied to your work in Automation Developer

This unit aims to provide learners with a comprehensive understanding of automated systems and industrial robotics within manufacturing environments. Learners will explore the components, functions, and integration of control, sensing, and actuation systems within automated work-cells, enabling them to understand the design and operation of these systems.

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.

Start my Automation Developer plan, free
See Your Progress Grow Illustration
Automation Developer
  • Intelligent Automation (IA) Principles
  • Agile for Automation Delivery
  • Exception Handling & Resilience Design
  • Process Analysis & Optimisation
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

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

  1. Senior Automation Developer

    2-3 years from this role

    You'll move from independently building solutions to leading the design of complex automations and mentoring others.

    • Advanced Solution Design Architecting resilient, scalable automation solutions for entire workstreams.
    • Reusable Component Development Building and maintaining a library of shared automation assets.
    • Performance Optimisation Identifying and implementing ways to make bots run faster and more efficiently.
    • Security by Design Ensuring all automations adhere to the highest security standards from the outset.
Working with AI on the job

Working with AI

Where AI is starting to help

Let's be real, a lot of what we do as Automation Developers involves digging through data, drafting documents, and figuring out the best way to tackle a problem. What if you could cut down on those time-consuming tasks and focus more on the actual building and problem-solving? That's where AI comes in.

You're already building the future with automation, so why not use AI to make your own work smarter? We're embracing AI as a co-pilot for our developers, helping you tackle everything from identifying new opportunities to drafting communications. It's about augmenting your skills, not replacing them, so you can deliver more value, faster.

Pipeline Generation Assistant

Imagine using AI-powered process mining tools (like Celonis) to analyse system logs from our core applications. Instead of manual workshops, AI can automatically generate a data-backed, prioritised list of the top 10 automation opportunities, complete with estimated ROI. This means you're building the right bots, not just the ones people think they need.

Business Case Co-Pilot

Need to justify a new automation project? Use a generative AI model, trained on our company's financial data, to draft the initial business case. You can prompt it with specifics like 'Draft a business case for automating AP invoice processing, assuming 5 FTEs, 20,000 invoices/month, and an error rate of 4%.' This frees you up from crunching numbers from scratch.

Risk & Compliance Scanner

Before you even start coding, use an AI tool to scan your Process Design Documents (PDDs) and even early bot code. It can check against our internal compliance rules (like GDPR or SOX) to flag potential risks, such as handling sensitive data incorrectly or lacking proper audit trails. This catches problems early, saving painful rework later.

Stakeholder Comms Generator

You'll need to keep various people updated. Use generative AI to draft tailored weekly progress updates for different audiences. Ask it to 'Summarise our automation progress this week for an executive audience, focusing on ROI and business impact.' Then, 'rewrite it for the IT Security team, focusing on compliance and credential management.' It saves you hours of fiddly re-wording.

Common questions

Common questions

How do you become an Automation Developer?

Common routes in include Junior Automation Developer (1-2 years), IT Support / Operations Analyst with Scripting Experience (2-3 years) and Business Analyst with Technical Aptitude (2-4 years). Times vary with prior experience.

Where can an Automation Developer progress to?

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

What new skills matter most for an Automation Developer?

Increasingly, Prompt Engineering & LLM Integration and Low-Code/No-Code Platform Integration. 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 3

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, process analysis, solution design, technical problem-solving and working across business functions, transfer well to other work. They can lead into broader software engineering, business process improvement, data engineering, or product management for automation tools in other industries.

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 Automation Developer plan, free 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.