Hiring Signal

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A standing read of careers.microsoft.com careers.microsoft.com — —

The open book Read as a statement of intent

open roles

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Reading

A job advert is a company spending money on intent. Read together, the open book shows which bets are being staffed, which are being wound down, and where capacity is being built.

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The build-out

of every advertised role

00 — Brief

What the book says

Every statement below is arithmetic over the advertised roles. Nothing is estimated.

Outlook — what the advertising implies

    01 — Clusters

    Where the work is aimed

    Roles tagged by strategic cluster from title, profession, discipline and description. A role can serve more than one.

    Cluster by advertised roles

    Named products & platforms

    02 — Organisation

    Which part of the company is hiring

    Business units are read from the way each advert names its own organisation.

    Business unit

    Commercial solution area

    Named strategic initiative

    Business unit × seniority

    03 — Frontier

    Inside the Frontier organisation

    A deep read of the roles that resolve to Microsoft Frontier Company — Industry Solutions Delivery, Forward Deployed Engineering, and the adverts that name Frontier without naming a sub-unit.

    Strategic relevance, not a survival forecast

    ISD's future inside Frontier

    Strategy evidence is unavailable until the analysis has been regenerated.

    Advertised signals: ISD and FDE are separate cohorts
    Possible source of relevance ISD FDE ISD evidence breadth

    Method and what the adverts cannot tell us

      Unit

      Industry vertical

      Role shape

      Capability named

      Frontier against the other two divisions

      Only adverts whose organisation resolves are counted, so each column is a floor. “Consulting-shaped” means an architect, consultant or engagement-lead title; “selling-shaped” means a sales, specialist or account title. Engineers are excluded from both, because across divisions that measures who writes code rather than who bills for delivery. Travel and people-manager shares are taken over the adverts that state those fields.

      Role shapes, recent share ÷ baseline share

      Verticals, recent share ÷ baseline share

      Seniority, against the rest of the book

      Required travel

      Strategic clusters served

      Named initiative

      Commercial solution area

      Postings per month, by unit

      Counted by the month each posting was created. Bars share one scale across rows; the last bar is the current month and is still filling.

      Postings per month, by vertical

      Same scale and window as the panel to the left, so the two read against each other.

      Share shift inside the cohort — last 3 months vs the 3 before

      Percentage points of the cohort's own postings. Positive means the row took a larger share of the last three months than of the three before.

      Where the roles sit

      Named by roles outside the cohort

      Language that separates these adverts from the rest of the book

      Lift = the share of Frontier adverts using the phrase ÷ its share of every other advert, counted once per advert so repetition cannot manufacture a signal.

      Newest Frontier postings

      Role Unit Vertical Locations Posted

      Reading — hypotheses from the open postings

        04 — Shape

        How the org is being built

        Function mix, seniority pyramid, and the individual-contributor to people-manager split.

        Seniority of advertised titles

        Profession × role type

        Profession

        Discipline

        05 — Skills

        What the market is asked to supply

        Requirements are read from each advert's Qualifications block and nowhere else — the one part of a posting that states demand rather than describing the team or the job.

        Capability asked for

        An advert is counted once per capability, so these do not sum to the number of adverts.

        Open-list clauses — not a capability

        These two clauses enumerate acceptable options rather than state a demand, so they are kept out of every ranking, index and crosstab above. Counted as skills they would be the two largest bars on the page while saying nothing about what the job needs.

        Most-named requirements

        Highest demand index — last 90 days ÷ baseline

        Lowest demand index

        Each row is a requirement's share of the last 90 days of postings divided by its share of the whole open book. The rule at 1.00 is parity. A requirement needs at least twelve adverts to appear.

        The entry bar

        Median years by band

        Where an advert states several thresholds, the lowest is taken — that is the bar it will actually accept. The manager band asks for years of people management, which is a different clock from the technical bands.

        Market trend

        Share of the month's postings naming the AI stack

        LLMs, agents, retrieval and model operations, counted as one requirement.

        Median years of experience demanded

        The entry bar stated by that month's postings, in years.

        Requirements per month

        Capabilities per month

        Share shift — last 3 months vs the 3 before

        Percentage points of the requirements named in each window.

        Degree named

        Requirements that travel together

        Capability × experience band

        Read down a column: the share of that band's adverts naming the capability. Bands differ wildly in size, so the cells are shares rather than counts.

        Reading — what the market is being told to become

          06 — Momentum

          What is accelerating

          Index = a cluster's share of the last 30 days of postings ÷ its share of the whole open book. Above 1.00 means over-represented in recent hiring.

          Postings created per day, currently open roles

          Over- and under-represented in the last 30 days

          Each row is a cluster's share of the last 30 days of postings divided by its share of the whole open book. The rule at 1.00 is parity.

          Age of the open book

          Monthly composition

          By strategic cluster

          By business unit

          Share shift — last 3 months vs the 3 before

          Percentage points of all dated postings. A row gaining share is not the same as a row gaining volume — the whole book grew over the window.

          07 — Geography

          Where the roles sit

          A role listing several locations is counted once per country, so country totals exceed the role count.

          Country

          City

          Work-site policy

          Required travel

          08 — Index

          The roles themselves

          Every advertised role, filterable. Each links to the live posting.

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          Role Business unit Cluster Locations Posted

          09 — Changes

          What moved

          Each daily batch diffs the live book against the last snapshot: openings added, closed, and postings edited in place.