A Pro-Worker View of Hiring

Two things happen when we work:

First, something gets produced, and that thing, whether it’s a meal, a piece of art, or a presentation, is owned or consumed primarily by others.

Along the way, however, something grows in us: an enhanced capacity to perform said work faster, better, or with a higher degree of sophistication, again, next time.

That cultivated application of one’s knowledge and energy is core to what we call skills.

Skills show depth.

The difference between an effective operator and someone who simply interviews well is depth.

Practice has taught them which details matter, in what order, and what to do about each one.

Attention to detail, and the effective execution of that focus, is what separates a skilled craftsman from a well-sounding layman.

Transferability.

Transferability is the ability of a skill to effectively be redeployed from one context to another.

One thing that workers and recruiters can agree on: the particular instantiation of a project is less important than the particular learnings, that is, the transferable skills that can be carried over and reapplied within a different context.

Professional evolution thrives on this nuance: your employer owns your prior work, but the hard-earned skills you’ve developed are your personal reward. The underlying projects, certifications, and achievements provide the evidence that contextualizes what you’ll offer going forward.

A peak theory of skills.

An expert sees possibilities that never surface to an amateur, because years of practice open up broader pattern recognition and a larger decision space.

That is what makes specialization so valuable: a level of consciousness, what Maslow called self-actualization, that brings about asymmetric outcomes for all those around you.

Your peaks, and how they combine, are what make you unique: a resume lists where you worked; a Caliber card shows where you have depth.

Skills are currency.

Treating skills as currency makes them portable and mutually recognized. A skill is owned by the person who exercises it, and others may gain access to its application through a trade of another skill (collaboration) or compensation (employment). Caliber is a platform that offers a trusted representation of skills, allowing a skill’s value to be understood across differences in institution, location and profession.

Professional archetypes need more color.

Caliber offers a selection of Caliber cards that represent recurring arrangements of capabilities that can be deployed across domains. We think of these arrangements as professional archetypes.

Professional archetypes are useful insofar as they create comparable baselines. When a hiring manager needs to make a final decision, however, they are looking for something unique that jumps off the page.

An applicant’s unique quality, audacity, and ROI in what they’ve done, their so-called authentic “proof of work,” is what breaks a tie between otherwise homogeneous comparisons. Caliber cards exist to help create that contrast.

Proof of work.

Proof of work is the verifiable ledger of a person’s consciousness made manifest through action in the world.

With the proliferation of generative artificial intelligence, proof of work is becoming paramount. In Caliber, the credibility of any skill depends on its proof of work: the verifiable evidence that backs a claimed skill. A completed project can show how a skill was cultivated. A certification can represent years of training a special kind of attention. A colleague can attest to a contribution they observed. Each connects a present claim to a history of action. Caliber recognizes three forms:

• Assessments A defined setting in which a person can demonstrate an ability.
• Artifacts Files and projects that demonstrate a lineage of excellence toward a skill.
• Network Others familiar with a piece of work vouch for the claimed skill.

Caliber curates your professional identity graph.

A connection to the Caliber identity graph lets people harvest proof of work from a wider, more eclectic and eccentric way of life. A person may connect a lineage of chess games to support claims about their demonstrated level of cognition: nodes imported from chess.com carrying an Elo rating may evidence strategic attention within that domain. Such an ability can abstract and transfer to other domains and other work, and the arrangement of skills may let the maverick in the person shine through.

Cover letters are to Caliber cards…

…as horse wagons are to self-driving cars. Caliber opens a more varied way of representing professional identity. Skills developed through independent projects, sustained interests and forms of practice outside formal employment can be recognized alongside conventional qualifications. People can select the proof of work relevant to the archetype they want to become and present it in a form recruiters trust.

Caliber showcases expansive, non-linear skill sets that represent professional archetypes which stand out from the crowd.

A shared atlas of ability, between human and machine.

Within any industry, humans and machines settle into arrangements that are sometimes competitive, sometimes collaborative.

Either way, both need a shared understanding and vocabulary of what it means to do a task well.

Caliber’s underlying identity infrastructure supplies that common ontology: a standardized way to describe a capability, whether a person or a machine holds it.

If we can define and measure what great looks like within a skill, we can see where performance drifts from that standard, or converges on it, across space and time.

Caliber calls the goal ontological parity: a sound measure of equivalence between human and machine within a shared reality, one that humans define and control.