ST0825 · DevOps Engineer L4 · AM2

KSB Tracker

20 KSBs across 8 themes, grouped into 4 stages. Each row shows whether it can be written from research alone, needs a real workplace example, or both — plus a notes field for ideas as they come to you. See the Apprenticeship hub for the wider timeline, retro diary, and career development.

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Full KSB

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Stage 0

In progress Data Ethics · Tooling and Technology

Assessor feedback — Stage 0

KSB	Ask	Type
Data Ethics
K3	GDPR / DPA / AI ethics Plus a light "how I apply this" reflection at the end. How to use data ethically and the implications for wider society, with respect to the use of data, automation and artificial intelligence within the context of relevant data protection policy and legislation.	Research-led
What each KSB means K3 What this means: The Data Protection Act, Computer Misuse Act, and GDPR are examples of legislation you may be bound by. Include your company's AI policy — why they have it and what to consider if you're able to use it. Example evidence: Identify and explain the legislation relevant to your role, with examples of how you've complied with it and how it's affected your work. Mention obligations on you and the company in the event of a data breach, and the ever-changing landscape as technology develops. Mock discussion questions — Pass How does your organisation process data in an ethical way? Tell me how you manage Data Protection Act / GDPR? How do you keep data secure in transit and at rest? What legal and ethical concerns might you have when implementing automated decision making? Could you explain your organization's data governance policies and how they promote ethical data use?
Tooling and Technology
K24	SaaS v bespoke v enterprise, informed choice Definitions = research. Applying it to your team's real decisions = example. The difference between Software-as-a-Service (SaaS) v bespoke v enterprise tooling and how to make an informed choice that suits each use case.	Mixed
Distinction criteria — Tooling and Technology Justifies their choice of tooling and the potential impact of making an alternative choice, explaining the cause and effect of making the wrong decision. What each KSB means K24 What this means: Define the types of implementations. Look at the assessment criteria for what to compare — compare each paired type against the other and what they offer uniquely. Provide pros and cons for each. Relate what you write to the tools used in your workplace. Example evidence: Can be done using a table. For distinction, use the comparison to select the most appropriate implementation for your company's needs, and explore the outcomes if the wrong decision had been made (time or financial impact). Mock discussion questions — Pass Are you mostly cloud or on prem? What are the pros and cons of each? Tell me about your take on enterprise vs open source. Why was your CI/CD tool chosen over the alternatives? Mock discussion questions — Distinction What do you consider key points your company has in place for CI? When might you make your company's code open source and what would the trade-offs involved be? Are there any tools you would choose to use that you currently don't use? What would the benefit or drawback of an alternative tool be?
Stage notes — Stage 0

Stage 1

Not started Organisational Culture · The Profession in Context

Assessor feedback — Stage 1

KSB	Ask	Type
Organisational Culture
K9	Org cultures / frameworks, complement vs. constrain Different organisational cultures, the development frameworks utilised and how they can both complement each other and introduce constraints on delivery.	Mixed
K23	Blameless culture & continual improvement Strengthened by a light example. The importance of continual improvement within a blameless culture.	Research-led
S2	Work within different org cultures Work within different organisational cultures with both internal and external parties.	Example-only
Distinction criteria — Organisational Culture Explains the mindsets that underpin organisational culture — e.g. outcome versus activity driven, collaboration versus silos, accountability, trust and empowerment — and their impact on the organisation. Assesses the difference between risk avoidance and risk acceptance and how these link to culture. What each KSB means K9 What this means: How different teams within your organisation manage their work differently — other parts of the organisation are unlikely to be in agile teams. How will you work effectively with those parts of the company? Consider outcome-driven vs activity-driven, or silo vs collaborative culture. Example evidence: Examples of the various organisational cultures at your company (company values and how they shape culture), the development frameworks available and used. Then analyse the pros/cons of these different cultures. K23 What this means: Continual improvement here relates to CPD and links to Theme 6. Can also be demonstrated by being given room to explore solutions with acceptance that what you produce might not work out. Example evidence: Cover the blameless culture element with examples of support the company gave you while learning — your experience at the start of placement and the steps employers took to help you settle. S2 What this means: Within a DevOps team there's usually a prominent DevOps-based culture (collaboration, blameless, iteratively improving). Outside the immediate team there will be differing cultures and mindsets, even within the same organisation. Example evidence: Examples of working within different teams and the differences you've experienced: methodology (Agile), tools and tech, mindsets (outcome-driven, collaboration, silo etc.). External parties can mean outside your usual team, not necessarily outside the organisation. Mock discussion questions — Pass Can you provide an example of how collaboration between development and operations teams differs in waterfall and agile cultures? What experience have you had with working with external parties from your team and what cultural differences have you observed? What values underpin the organisational culture in other teams compared to the DevOps based culture in your team? Did your company have a DevOps culture in place before you arrived? How does a blameless culture influence team morale and collaboration? How does your organisation's culture impact its ability to continuously improve? Mock discussion questions — Distinction What are the risks of having DevOps Culture in place? Have you identified any constraints? How does a blameless culture translate to faster incident resolution and post-mortem processes?
Theme notes — Organisational Culture
The Profession in Context
K18	Multidisciplinary roles + interfaces Map the generic roles onto your actual team. Roles within a multidisciplinary team and the interfaces with other areas of an organisation.	Mixed
K19	Comms methods, choosing the right one Different methods of communication and choosing the appropriate one - e.g. face-to-face (synchronous, high bandwidth), instant messaging, email (asynchronous, low bandwidth), visualisations vs. words.	Mixed
K22	Occupation in digital landscape + regulation How their occupation fits into the wider digital landscape and any current or future regulatory requirements.	Research-led
S8	Flexible / collaborative / pragmatic delivery Work in agile, multi-disciplinary delivery teams, taking a flexible, collaborative and pragmatic approach to delivering tasks.	Example-only
B4	Inclusive, professional, blameless Is inclusive, professional and maintains a blameless culture.	Example-only
What each KSB means K18 What this means: The nuances of working within a multidisciplinary team — individuals with differing roles/specialisms, e.g. DevOps engineers, a project manager, a software developer, a QA. Example evidence: Details about each team member's role and responsibilities, how each role interacts with other parts of the organisation. A team chart and job role breakdown helps. Also cover examples of discussion/collaboration with other teams (links with S2). K19 What this means: A key thing to note is 'visualised' comms — data sent with charts or diagrams. Example evidence: Outline 3-4 different communication methods, the scenario for each, and why that method was most appropriate. Ideally accompany each with visual evidence (screenshots). K22 What this means: First part covered by K18, second by K3 (reference those sections). Bring forward a regulatory requirement specific to your company's industry. A future regulatory requirement isn't required if none is upcoming, but research it — it could come up in the professional discussion. Example evidence: Legal, insurance-based, data usage and collection-oriented considerations. S8 What this means: Agile is the methodology most used within DevOps teams and best fits the DevOps approach. How tasks are completed in line with this methodology and its steps is the key part. Example evidence: Use the STAR method to detail how a task was completed. Include screenshots of the ticket (Jira, Trello etc.). Your specific contribution to the agile methodology — stand-ups, retros etc. Include how you were collaborative and flexible. B4 What this means: Expects collaboration with a range of people, across roles, internally and externally, valuing inclusion & diversity, and exercising good judgment on ethical/legal/regulatory matters. Example evidence: An example of acting inclusively and supporting a colleague. The professional element can be covered holistically with Theme 4 overall. Mock discussion questions — Pass What are some key industry trends and technological advancements that have influenced the role of DevOps Engineers in recent years, and how have you adapted to these changes in your work? In a DevOps environment, how do you prioritize and choose the most suitable communication channel when interacting with team members, stakeholders, or other departments? Tell me about a time you acted in an inclusive manner during your apprenticeship. Tell me about communication methods and the most common. What are the advantages and drawbacks of an Agile approach to software delivery?
Theme notes — The Profession in Context

Stage 2

Not started Continuous Learning & Development · Peer Review

Assessor feedback — Stage 2

KSB	Ask	Type
Continuous Learning & Development
K25	Cloud certification awareness Research the cert paths; your own progress is ongoing and personal. Maintain an awareness of cloud certification requirements.	Mixed
S16	Invest in own + others' learning Invest in continuous learning, both your own development and others, ensuring learning activities dovetail with changing job requirements. Keep up with cutting edge.	Example-only
B2	Invests time in own development Invests time and effort in their own development, recognising that technology evolves at a rapid rate.	Example-only
Distinction criteria — Continuous Learning & Development Gives examples of how their CPD has had a positive impact on theirs and their team's work. Explains how this has helped them perform their role better and make better technology choices. What each KSB means K25 What this means: List available certifications, compare them against each other and what they offer uniquely, with pros and cons for each. Example evidence: A knowledge focus so detail matters — relate the pros/cons to your role, could be a table. If you've undertaken certifications, include evidence and explain why that certification was chosen. S16 What this means: Explain the company's CPD values and encouragement, then expand on K25 with justification for why you undertook certain certifications/training (benefit to yourself and the business). Example evidence: See B2 for your own learning. How have you aided colleagues' development? E.g. leading a pair programming session, running a demo on internal systems for an unfamiliar colleague, advising on certification/training. B2 What this means: Ensure examples of CPD aren't just from a single period (start of apprenticeship) — learning should be continuous throughout placement. Example evidence: How you keep up with industry changes in your spare time. How your employer informs you of technology changes (e.g. AWS, Azure) applied in the work environment. Details of employer-recommended CPD. Evidence of certifications and training is ideal. Mock discussion questions — Pass How do you keep up to date with changing tech? Have you completed any cloud certs and why? How have you coached / trained other DevOps engineers? How do you balance time between learning and work priorities? Mock discussion questions — Distinction Provide an example of learning that you've been able to apply at work. How has your training increased your understanding of the tools and technology in the DevOps space? If you could choose only one thing you've learned from your training, what would it be and why?
Theme notes — Continuous Learning & Development
Peer Review
K20	Pair / mob techniques, when to use each Pair/mob programming techniques and when to use each technique.	Mixed
S13	Engage in productive pair / mob programming Engage in productive pair/mob programming.	Example-only
What each KSB means K20 What this means: Show appreciation of different pair and mobbing techniques — explain several and the scenarios they should be applied in. Example evidence: Identify and describe 2-3 different pair/mobbing techniques, examples of when each would be most appropriate, and the benefit to code quality. S13 What this means: Application of the K20 knowledge — write up projects where you used pair/mob programming and describe the technique and where it was used. Example evidence: A few examples completing a programming task using one of the K20 techniques. Outline your contribution using the STAR method. Mock discussion questions — Pass Can you explain the importance of peer review in the DevOps workflow and how it contributes to the overall quality of our software development process? Can you explain the difference between pair programming and mob programming in the context of DevOps, and when might you choose one approach over the other? Could you provide an example of a specific project where you used one of these approaches and why it was effective? How do you maintain a balance between the speed of development and the thoroughness of code review when practicing pair or mob programming in a DevOps context? In mob/pair programming, there are typically rotating roles (e.g., driver, navigator). How do you ensure that everyone on the team has an opportunity to contribute, and that knowledge is shared evenly?
Theme notes — Peer Review

Stage 3

Not started Problem Solving · Communicating & Knowledge Sharing

Assessor feedback — Stage 3

KSB	Ask	Type
Problem Solving
K6	Problem-solving techniques Affinity mapping, impact maps, PDCA / Deming. A range of problem solving techniques appropriate to the task at hand, such as affinity mapping, impact maps, plan-do-check-act/Deming.	Mixed
S21	Lightweight modelling to gain consensus Application of lightweight modelling techniques, such as whiteboarding, in order to gain consensus as a team on evolving architecture.	Example-only
Distinction criteria — Problem Solving Describes how they facilitated an incident post-mortem / lessons-learned session. Explains the root cause analysis process, and gains consensus on an improvement plan including accountabilities and the implementation timeline. What each KSB means K6 What this means: Showing knowledge of a variety of problem-solving techniques — the examples given in the KSB (affinity mapping, impact maps, PDCA/Deming) are good ones to explain. Example evidence: Identify and describe 3-4 problem-solving techniques, with examples of when each would be most appropriate for a given task. S21 What this means: An extension of K6 — provide examples of when you used these techniques and the outcomes reached. Example evidence: Examples within projects where you applied modelling techniques for your team's work. Whiteboarding is easiest to evidence diagrammatically. Mention your company's root cause analysis process (how the problem came about, steps to duplicate it) and the potential solutions. Cover communication with the team and how you agreed a plan of action to resolve and prevent recurrence. Mock discussion questions — Pass Describe a problem-solving technique you've used with your team on a past issue. Think about 2 major problems related to CI/CD and how you solved them. What are some common problem solving methods? Explain the concept of whiteboarding in the context of software architecture and DevOps. How can whiteboarding sessions help teams gain consensus and evolve architecture collaboratively? Mock discussion questions — Distinction When have you facilitated an incident post-mortem? How does your organisation learn and adapt from incidents that have occurred in the past? 5 Whys Technique: describe it and its role in problem-solving. How can it be applied in DevOps to dig deeper into underlying issues behind failures or incidents? Provide an example.
Theme notes — Problem Solving
Communicating & Knowledge Sharing
S1	Communicate credibly, Show & Tell Communicate credibly with technical and non-technical people at all levels, using a range of methods; e.g. 'Show and Tell' and 'Demonstrations'.	Example-only
S4	Initiate knowledge sharing Initiate and facilitate knowledge sharing and technical collaboration.	Example-only
B1	Enthusiasm / openness / collaboration Exhibits enthusiasm, openness and an aptitude for working as part of a collaborative community; e.g. sharing best practice, pairing with team members, learning from others and engaging in peer review practices.	Example-only
What each KSB means S1 What this means: How you've taken the lead discussing with technical colleagues and non-technical colleagues (project manager, business analyst etc.). Example evidence: Show the difference in approach (acronyms/jargon with tech people, simplified with non-tech). How did you communicate when you had to remove technical detail — abstraction, analogy, diagrams? Cover both show-and-tells and demonstrations. S4 What this means: Collaboration is a DevOps principle — explore it through pairing, mobbing, mentoring, shadowing, show and tell (not limited to these). Example evidence: The keyword is initiate — be proactive in volunteering or arranging the session. A screenshot of an invite to a session you ran is good evidence. Lunch and learns work well. B1 What this means: Shows your professional attitude to work — apparent in the language you use and the obstacles you face and overcome. Example evidence: Evidence for other KSBs in this theme may also suit this one. Theme 7 (sharing best practices, pairing, learning from others, peer review) also applies. Enthusiasm can be evidenced via your S4 initiation/facilitation, or by discussing peer-reviewed commits signed off before being committed to the pipeline. Mock discussion questions — Pass Do you participate in external knowledge sharing? Can you provide examples of how you've helped team members with technical challenges or facilitated collaboration between different teams or departments? How do you ensure that the knowledge and information shared are effectively documented and accessible to others? How have you approached leading discussions or demos before, and how have you tailored your approach to suit the audience? How do you ensure knowledge is shared effectively throughout your team?
Theme notes — Communicating & Knowledge Sharing