AI with Michal

Job architecture and leveling

A structured framework that defines job families, career levels, and the criteria that distinguish each level across a company, used to ensure consistent titling, equitable pay, and clear career progression paths.

Michal Juhas · Last reviewed May 30, 2026

What is job architecture and leveling?

Job architecture is the skeleton of how a company organises its roles. It groups positions into job families (like Engineering or Finance), defines career levels within each family (from entry to senior to leadership), and writes down what each level actually requires in terms of scope, independence, and impact. Leveling is the process of deciding which level a given role or person sits at within that architecture.

Illustration: a job architecture matrix of families and levels feeding a leveling evaluation node that compares a candidate profile against level criteria and outputs a level badge connecting to a pay band range card and an ATS requisition chip

In practice

  • A TA leader at a 400-person company realises that five different engineering teams use "Senior Engineer" for roles that pay anywhere from 90K to 145K. An architecture project reveals that three of those teams are using the title for what the framework calls Level 3, and two for Level 4. The pay equity gap becomes a documented remediation plan rather than a quiet inconsistency.
  • A recruiter at a growth-stage SaaS company spends the first 20 minutes of every kickoff call negotiating what "senior" means with the hiring manager. After a leveling framework is introduced, the manager selects a level on the intake form, the criteria auto-populate, and the kickoff focuses on sourcing strategy instead.
  • An HRBP doing a compensation review discovers that three women in the same job family are one level below male peers despite similar scope and tenure. The leveling audit is what makes the problem visible; without the framework, the disparity stays hidden in disparate titles and offer histories.

Quick read, then how hiring teams use it

This is for recruiters, TA leaders, HR business partners, and compensation professionals who deal with titles, levels, and pay decisions. Skim the first section for a shared vocabulary. Use the second when you are building intake workflows, evaluating offers, or making the case for an architecture project.

Plain-language summary

  • What it means for you: When your company has a clear leveling framework, "Senior" means the same thing in every team and every offer conversation, which makes your job as a recruiter significantly easier.
  • How you would use it: Check a candidate's experience against the published level criteria before you make an offer, rather than negotiating seniority based on what the hiring manager feels in the moment.
  • How to get started: Ask HR or Total Rewards whether a job architecture exists. If it does, get a copy. If it does not, document the inconsistencies you see across reqs in your next pipeline review as evidence for why one is needed.
  • When it is a good time: Before the next compensation review cycle, or when a pay equity complaint or offer negotiation reveals that the same title means different things in different teams.

When you are running live reqs and tools

  • What it means for you: A job architecture connected to your ATS intake form means every req opens with a defined level, a pay band, and criteria the recruiter and hiring manager agreed on before sourcing starts.
  • When it is a good time: Before a period of rapid hiring, not after pay equity problems have compounded across 50 misleveled offers.
  • How to use it: Use level criteria as a structured screening rubric. If the role is a Level 4 Individual Contributor, you have a clear answer when a hiring manager wants to extend an offer to a Level 3 candidate: what specifically meets the Level 4 bar?
  • How to get started: Map your top 10 open roles to draft level criteria. Run the hiring managers through a calibration session where they rate two or three sample candidates against the draft criteria. The disagreements in that session will tell you exactly where the framework needs to be sharpened.
  • What to watch for: Levels that become negotiating tools ("we will call them Level 5 to justify the offer") rather than evaluation anchors, and level definitions that are too vague to actually differentiate candidates.

Where we talk about this

On AI with Michal workshops, job architecture comes up in the context of headcount planning, AI-assisted JD generation, and compensation benchmarking. We discuss how a working architecture changes the quality of AI-drafted job descriptions and makes sourcing briefs significantly more specific. Join a workshop to explore how other TA teams have built or improved leveling frameworks and what the data-driven business case looks like.

Around the web (opinions and rabbit holes)

Third-party creators move fast. Treat these as starting points, not endorsements, and always adapt frameworks to your specific company context.

YouTube

  • Search "job architecture HR" or "career levels framework" on YouTube for practitioner walkthroughs from Total Rewards and People Operations leaders at companies of different sizes.
  • Radford and Mercer publish educational content on compensation benchmarking that covers how pay bands connect to level definitions.

Reddit

  • r/humanresources has detailed threads on building job architectures from scratch, including how to handle the political challenges of reclassifying people who are currently misleveled.
  • r/recruiting covers the recruiter-facing side: how inconsistent leveling affects offer acceptance rates and what recruiters can do when there is no framework.

Quora

Levels vs bands vs titles

DimensionJob levelsPay bandsJob titles
What it definesScope and criteria for the workCompensation range for the levelExternal label for the role
StabilityStable; changes with business modelUpdated annually against market dataCan drift independently
Primary ownerHR / Total RewardsCompensation / FinanceTA / Hiring Manager
Risk of misuseLeveling as a negotiation toolBands ignored in favour of candidate asksTitle inflation to win offers

Related on this site

Frequently asked questions

What does a job architecture framework actually contain?
A full job architecture has four layers: job families (groupings of related roles, such as Engineering, Finance, or People), levels within each family (typically Individual Contributor 1 through 6, plus management tracks), level definitions (the criteria that distinguish one level from the next: scope, complexity, independence, impact), and pay bands anchored to each level using market data. Most companies start with titles and bands, then discover they need the level definitions when two people with the same title are being paid very differently. The framework becomes most useful when it connects to the ATS intake form: the hiring manager selects a level, and the system surfaces the pay band and level criteria without a separate email chain.
How does leveling affect recruiting and compensation equity?
Inconsistent leveling is one of the most common root causes of pay equity complaints. When one team hires a candidate as a Senior Engineer at Level 4 and another team hires a similarly qualified candidate as a Staff Engineer at Level 3, the pay delta can be 20 to 40 percent with no defensible rationale. Recruiters are often the first to spot these inconsistencies because they see compensation offers across multiple teams simultaneously. A working job architecture gives the recruiter a clear answer when a hiring manager tries to level someone up to justify a higher offer: what specifically meets the Level 5 criteria for this candidate? Without it, leveling is a negotiation, not an evaluation.
How does AI help with job architecture and leveling?
AI is useful in three specific places. First, drafting level definitions: you describe what differentiates one level from the next in plain language, and the model helps structure it into consistent criteria across all families. Second, leveling job descriptions: if you paste an existing JD into a model with your leveling rubric, it can suggest which level the posting most closely matches and flag misalignments between the scope described and the level assigned. Third, auditing existing titles: AI can process a large export of job titles and surface likely inconsistencies. The honest limit is that AI does not know your company's actual culture, internal power dynamics, or which teams over-level roles to compete for candidates. Human calibration still owns the final call.
What is the difference between levels and bands?
Levels describe the work: the scope, complexity, and independence expected at each stage of a career. Bands describe the pay range attached to each level, typically derived from external market benchmarks (Radford, Mercer, Levels.fyi, or similar) and updated annually. A level can stay stable for years while the pay band shifts significantly as the market moves. The distinction matters in recruiting: a candidate may meet the criteria for Level 4, but the approved band for Level 4 may be below their current compensation, creating a leveling-or-compensation decision that requires Finance and HR sign-off. See compensation benchmarking for the data side of this process.
How do you build a leveling framework from scratch?
Start with your three largest job families by headcount. For each family, list all current titles and group them into a rough draft of four to six levels based on how your best managers intuitively calibrate seniority. Write two or three criteria that distinguish each level from the next: what does independence look like at Level 3 versus Level 4? What is the scope of impact? Then calibrate: run five to ten current employees through the draft criteria and check whether the level each person lands on matches their current title and pay. Where there are gaps, you have found either miscalibrated titles or underpaid people. Involve legal and HR from the start because the audit step regularly surfaces compensation equity issues that need a remediation plan.
How does job architecture connect to headcount planning and TA?
A functioning job architecture makes headcount planning faster and more accurate: when a business unit requests ten new hires, they select a level from a shared menu rather than inventing a title, which means Finance can model the budget impact in minutes rather than waiting for HR to translate six different title variants into compensation ranges. For TA, the architecture provides the sourcing brief: level criteria tell the recruiter exactly what to screen for, the pay band sets the realistic offer range, and the internal-versus-external sourcing decision is easier when you can see whether an internal candidate already meets the level definition. Without this, every req kickoff starts with a 30-minute conversation that could have been a form.

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