Know more.Choose better.Work well.

VIA builds career tools from work psychology research. They help you understand a job before you apply, prepare for the interview, and see where the role can take you.

01 / 05TrueMatch

Does this job really fit you, beyond the keywords?

Drag the card, or answer to see how VIA helps.

One job decision,
three questions.

Every VIA tool answers one question you face when you go after a job. They connect: each new tool builds on what TrueMatch learns about you and the role.

Live now

TrueMatch

Paste a job description and your CV. In about five minutes, see how well the job fits you, and what to ask before you say yes.

  • i.
    Experience matchEach requirement checked against real lines in your CV.
  • ii.
    Work design fitYour five SMART work needs against how the job is set up.
  • iii.
    Values fitWhat matters to you against the culture signals.
Open TrueMatch →
You vs this job
You wantJob offers
Stimulating
Mastery
not stated
Autonomy
Relational
Sustainable pace

Why VIA is
different.

Most career tools look at one thing. CV scanners compare keywords with the job ad. Personality quizzes describe you but not the job. TrueMatch looks at you, this specific job, and how the two fit.

What it checksCV keyword scannersPersonality quizzesTrueMatch
Your experience against this job's requirementsPartlyNoYes
How the work itself is designedNoNoYes
What you need from workNoPartlyYes
Workload and burnout riskNoNoYes
Values fit with the workplaceNoPartlyYes
A quote behind every judgementNoNoYes
Questions to ask before you say yesNoNoYes
i.

Three kinds of fit, not one score

Fit with the job's demands, fit with what you need, and fit with the workplace's values are related but different. A large meta-analysis links each of them to job satisfaction, commitment and intention to quit, so TrueMatch reports them separately.

Kristof-Brown, Zimmerman & Johnson (2005)
ii.

Too little and too much both count

Fit research shows misfit can run in either direction. TrueMatch tells you whether a job offers less than you need or more than you want, and adjusts for your growth need: people who want challenge respond more to rich, autonomous work.

Edwards (2008); Hackman & Oldham (1976)
iii.

Demands, not just motivation

Older job-fit tools only ask whether work is interesting. SMART adds tolerable demands, because heavy workload, conflicting demands and work spilling into home life drain energy even in a motivating job.

Parker & Knight (2024); Bakker & Demerouti (2007)
iv.

Ranking, not rating

When people rate values one by one, they tend to call everything important. TrueMatch asks you to pick the most and least important from small sets (best–worst scaling), which separates your real priorities.

Lee, Soutar & Louviere (2008)
v.

Your own realistic job preview

Accurate information about a job before you join is linked to lower early turnover. TrueMatch quotes the job description for every rating, says when it is silent, and turns each gap into a question to ask.

Premack & Wanous (1985)

The model behind
TrueMatch.

The SMART model groups 16 research-backed work characteristics into five needs. It is the current synthesis of decades of work design research. Pick a letter to explore it.

Stimulating

Varied work that makes you think.

  • Task variety
  • Skill variety
  • Problem solving
  • Information processing

In the SMART model, stimulating work is one of the main ways a job motivates people and helps them learn: varied tasks and real problems keep the work mentally engaging.

Parker & Knight (2024)

Research behind VIA 9 sources
  1. Bakker, A. B., & Demerouti, E. (2007). The job demands–resources model: State of the art. Journal of Managerial Psychology, 22(3), 309–328.
  2. Edwards, J. R. (2008). Person–environment fit in organizations: An assessment of theoretical progress. Academy of Management Annals, 2(1), 167–230.
  3. Grant, A. M. (2008). The significance of task significance: Job performance effects, relational mechanisms, and boundary conditions. Journal of Applied Psychology, 93(1), 108–124.
  4. Hackman, J. R., & Oldham, G. R. (1976). Motivation through the design of work: Test of a theory. Organizational Behavior and Human Performance, 16(2), 250–279.
  5. Humphrey, S. E., Nahrgang, J. D., & Morgeson, F. P. (2007). Integrating motivational, social, and contextual work design features: A meta-analytic summary and theoretical extension of the work design literature. Journal of Applied Psychology, 92(5), 1332–1356.
  6. Kristof-Brown, A. L., Zimmerman, R. D., & Johnson, E. C. (2005). Consequences of individuals' fit at work: A meta-analysis of person–job, person–organization, person–group, and person–supervisor fit. Personnel Psychology, 58(2), 281–342.
  7. Lee, J. A., Soutar, G. N., & Louviere, J. (2008). The best–worst scaling approach: An alternative to Schwartz's Values Survey. Journal of Personality Assessment, 90(4), 335–347.
  8. Parker, S. K., & Knight, C. (2024). The SMART model of work design: A higher order structure to help see the wood from the trees. Human Resource Management, 63(2), 265–291.
  9. Premack, S. L., & Wanous, J. P. (1985). A meta-analysis of realistic job preview experiments. Journal of Applied Psychology, 70(4), 706–719.

Via means “by way of”. Via these tools, you understand more about work, and make choices you can stand behind.

Most career tools stop at keywords. But whether a job works for you depends on how it is designed, what the workplace values, and what you need to do your best.

VIA brings that science out of journals and into the moment you need it: before you apply, before you accept, before you commit years of your life.

Viann WongFounder · IO Psychology, CUHK
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