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{{a|myth|{{image|Ironmountain1|jpg|}}}}{{d|Employment derivatives|/ɪmˈplɔɪmənt dɪˈrɪvətɪvz/|n|}}Financial instruments designed to manage the risk of employment variability. First developed in the early part of this millennium by derivatives pioneer and perennial boiler of pots, {{author|Hunter Barkley}}.
{{a|myth|{{image|Ironmountain1|jpg|}}}}{{d|Employment derivatives|/ɪmˈplɔɪmənt dɪˈrɪvətɪvz/|n|}}Financial instruments designed to manage the risk of employment variability. First developed in the early part of this millennium by derivatives pioneer and perennial boiler of pots, {{author|Hunter Barkley}}.
====Genesis====
====Genesis====
{{Drop|W|hen midway through}} midway through his annual rant about the meaningless of life as viewed through the lens of his income, Hunter Barkley had an epiphany. For sure, his own pay packet was a material, unhedged contingency in his life. The perpetual disappointment that it rained upon his sorry existence had, he knew, little to do with how good he was at it (work, or existence for that matter). He knew, too, that his experience was common to the great dreary sweep of humankind as myopically it crawled across the clanking gears of the global machine.  
{{Drop|W|hen yet another}} junior customer services manager quit for a crypto startup, Hunter Barkley had an epiphany. Just as his own salary was an unhedged contingency apt to rain disappointment across his meagre aspirations, so was his experience common to the great, dreary sweep of humankind that clambered blearily across the clanking gears of industry. There was only one way to medicate, and that was to quit, and catch one of the waves of hysteria that periodically swept the market.


But that was not the revelation. It was this: just as Barkley and the great collected horde of mortgaged servants were severally at the whim of wanton Gods so too, necessarily, was an employer who stood the other side of the trade, only at far greater scale. Businesses — particularly ''boring'' businesses — were at the mercy of the fickle tides of hysteria that regularly flood the market.
That was not the revelation, but this: just as the great collected horde of wage slaves were at the whims of wanton Gods, ''so too were their bosses''. Logically, they ''must'' be: the firms were on the other side of the same dispiriting trade.


A turgid employer of multitudes a good-sized bank, for example was in a constant war to prevent essentially pedestrian operations personnel from being lured by exciting but basically stupid enterprises chasing the latest techno-craze. Just stemming this outflow might inflate its total wage bill by ''billions'' of dollars.<ref>The maths was like so: assume 40,000 people at an average total compensation of about $300,000, with a ratio of discretionary to fixed of between 20% and 50%</ref> As the inflated expectations of the latest technology then predictably foundered the bank would find itself spoilt for choice in a buyers’ market, and its wage bill would collapse.
Firms particularly boring ones were ''long'' what their servants were ''short'', only ''at far greater scale''. They bobbed ineptly at the mercy of hysteria’s fickle ebb and flow.


In any case this volatility bore little relation to the bank’s own performance, none at all to its employees’. It was a simple measure of background market euphoria. Barkley reasoned that different types of firm were “long” or “short” this babbling hysteria, which he labelled ''π'',<ref>From the Greek παράνοια, (''paranoia''). It was also pleasing that π conveys circularity, running on a hamster wheel and so on, all of which Barkley recognised to be fundamental properties of the employment relationship.</ref>  at different points in the hype cycle.  
A single worker has but one unit measure of this risk; her master, literally, ''thousands''.  


At its onset, “trad-fi”, “bricks-and-mortar” firms were short, and delusional start-ups long, ''π''. As the lunacy levelled off, reality set in and employment relations [[Mean reversion|reverted to mean]], the ''π'' curve would flatten and then eventually invert. If one could only match off long and a short exposures, Barkley realised, firms on either side of the bid could hedge their exposure to π.   
One who deploys a turgid multitude — a good-sized bank, for example — is locked in constant struggle against those batty tides just to prevent pedestrian, but vital, operations personnel from being washed out to sea.   


In one of those cruel ironies to whose martial cadence our lives keep time, before he could figure out a way of monetising his idea, Barkley was laid off and, shortly afterwards, imprisoned for manipulating [[LIBOR]].
The foe, upon this reckoning, was those exciting but stupid enterprises propelled at any time by the prevailing delusion. ''Why'' they believed [[this time is different|things to be different]] this time scarcely mattered — there was always some hare-brained hot take to glom onto — but it often had to do with technology.<ref> Inventions like the internet, web commerce, credit derivatives, [[distributed ledger|distributed ledgers]], [[large language model|large language models]] are typical examples.</ref>


On release, he was obliged to find work wiping tables by night as he worked on his [[Fi-Fi]] novels and developed his derivative ideas.
At the height of a given craze, merely stemming an outward stampede could cost a bank ''billions'' of dollars. Then, as the inflated expectations in the new sector foundered, the bank would be spoilt for choice among the throngs of excellent, suddenly available, workers, but unable to act on the opportunity, being overcommitted to those it had managed to retain. The usual means of correcting this was tactical redundancy, but that was expensive and dented the morale of even those who got to stay.


==== The first [[employment rate swap]] ====
In any case, this employment cost volatility bore little relation to the bank’s own performance and none at all to its employees’. It was a simple measure of that background market euphoria.
{{Drop|B|arkley’s fortunes would}} change following a chance encounter in an upscale cocktail bar in West London. As she neared her [[Schwarzschild radius of alcohol consumption|gin horizon]], HR manager Anita Dochter, was bellyaching to her old pal and erstwhile colleague [[Cass Mälstrom]], about the unstaunchable stream of defections from her firm, a sleepy mid-market broker headquartered in Peterborough.  
====An idea====
{{drop|H|unter Barkley’s experience}} as a junior [[interest rate swap]]s trader provided a perfect analogy and gave him an idea. ''Why not hedge away this volatility?''


At the time the firm was haemorrhaging hundreds of compliance and onboarding staff each month to venture capital-funded dot-com start-ups. Mälstrom herself had been plucked from the firm’s client money compliance programme to be [[Co-head|Co-deputy CIO]] of legaltech darling [[lexrifyly]] not three months earlier. [[lexrifyly]] had no product to speak of, no business model, customers or plan but was flush with stupid amounts of cash, a great [[Microsoft PowerPoint|deck]] and an unshakable conviction in goosing its burn-rate by overpaying for bums it didn’t need on seats it didn’t yet have.
Different types of firm were “long” or “short” this babbling hysteria, which he labelled ''[[π]]'', at different points in the hype cycle. [[Π]]” came from the Greek παράνοια, (''paranoia''), and conveyed the pleasing idea of not just madness but circularity, running on a hamster wheel and so on — all fundamental properties of the employment relationship.


“But,” complained Dochter, “we actually ''need'' our people. They actually do productive things for us. You know: [[MIS]] reports. Operational [[deep dive]]s. [[Netting]] audits. But unless we pay ''your'' stupid rates for them, which we cannot afford to do —” at this point she fell off her stool briefly — “and give them free fruit, unlimited working from home and a soft play area — they won’t stay with us. But, ''you'',” she hissed, clambering back up and jabbing [[Cass Mälstrom|Mälstrom]] on the lapel, “right now, ''you'' don’t need ''any goddamn'' staff: you just need to show your investors you are clever, imaginative and on point doing fashionably insane things. That does not take actual staff. So stop taking ours.” 
At its onset, “[[Trad fi|trad-fi]]”, “bricks-and-mortar” firms are [[Short|''short'']], and delusional start-ups, [[Long|''long'']] ''[[π]]''. Eventually, the lunacy levels off, reality sets in and employment relations [[Mean reversion|revert to mean]], whereupon the ''[[π]]'' curve flattens and then eventually inverts.  


As luck would have it, Barkley was attending their table that evening. As he presented them with the check and some after dinner mints Barkley cleared his throat and dropped a document on the table.
If one could only match off long and short exposures, Barkley realised, firms on either side of the bid could hedge their exposure to [[π]]. 
 
In one of those cruel ironies to whose martial cadence our lives keep time, before he could figure out a way of monetising his idea, Hunter Barkley was laid off and, shortly afterwards, imprisoned for manipulating [[LIBOR]].
 
The idea of employment derivatives would lie fallow while he served out his porridge.
 
==== A chance encounter at a bar in West London ====
{{Drop|A|s she neared}} her [[Schwarzschild radius of alcohol consumption|gin horizon]], Wickliffe Hampton HR manager Anita Dochter embarked upon a long and elliptical disquisition to her old pal [[Cass Mälstrom]]. Dochter was, as usual, agitated. Today, it was the unstaunchable stream of defections from her firm, a sleepy mid-market broker headquartered in Peterborough. It was haemorrhaging hundreds of compliance and onboarding staff each month to venture capital-funded dotcom start-ups. Indeed, Mälstrom herself was an example: not three months earlier she had been bid away from a [[workstream lead]] role in the firm’s client money compliance change management programme. She was now [[Co-head|Co-deputy CIO]] of [[legaltech]] darling [[lexrifyly]].
 
[[lexrifyly]] was flush with stupid amounts of cash and a great elevator pitch but had no product to speak of, no business model, no customers and no obvious plan beyond the unshakable conviction in goosing its burn rate with overpaid bums on seats it didn’t yet have was what one did when one was a techbro. Poaching ex-colleagues turned out to be Mälstrom’s sole function.
 
For her part, Dochter was livid. “But, Cass, we actually ''need'' our people. They do productive things for us. You know, [[MIS]] reports. [[Steerco]] [[deck]]s. Operational [[deep dive]]s. [[Netting]] audits. Who will lead the client money remediation programme workstream? Who will manage the [[risk taxonomy]]? But unless we pay ''your'' stupid rates, which we cannot afford to do —” at this point, she fell off her stool briefly — “and give them free fruit, safe spaces, a soft play area and let them work from home four days a week, they won’t stay with us. But, ''you'',” she hissed, clambering back up and jabbing [[Cass Mälstrom|Mälstrom]] on the lapel, “right now, ''you'' don’t need ''any goddamn'' staff. You just need to show your investors you are imaginatively on point doing fashionably insane things. That does not take actual staff. So stop taking ours.”
 
Mälstrom shrugged. “Well, how else am I meant to splurge away all this free money?” She lit a cigarette with a fiver.
 
As luck would have it Hunter Barkley, fresh out of gaol and making ends meet waiting tables, was rostered on their table for the evening. Presenting them with the check and some after-dinner mints, he cleared his throat.


“Forgive me for imposing, but I could not help overhearing. If you are not actually hiring anyone, why not hedge your employment rate risk to someone who is?”
“Forgive me for imposing, but I could not help overhearing. If you are not actually hiring anyone, why not hedge your employment rate risk to someone who is?”


Dochter fell off her stool again.  
Dochter fell off her stool again.
 
Barkley dropped a slim document on the table.  


Mälstrom indicated the booklet. “What’s this?”  
Mälstrom prodded the booklet. “What’s this?”  


[[NDA]]. Call me.”
“An [[NDA]]. Call me.”


So was the first “[[employment rate swap]]” conceived. For an initial period of three years, Wickliffe would pay its entire operations wage bill, controlled for performance, to lexrifyly. In return, lexrifyly would pay its absurd, grossly inflated but as yet unallocated wage budget for an equivalent sized-team — there was no such team, of course: this was exactly the point — to Wickliffe Hampton.<ref>This was slightly complicated as it was denominated in [[crypto]] and needed to be converted back to Sterling.  </ref>  
==== The first employment rate swap ====
{{Drop|S|o was the}} very first “[[employment rate swap]]” conceived. For an initial period of three years, Wickliffe Hampton would pay its entire operations wage bill, controlled for performance, to lexrifyly. In return, lexrifyly would pay its absurd, grossly inflated but as yet unallocated budget for an equivalent team — there was no such team, of course: this was exactly the point — to Wickliffe Hampton.<ref>This was slightly complicated as it was denominated in [[crypto]] and needed to be converted back to Sterling.  </ref>  


This way, Wickliffe Hampton had the cash required to preemptively bid back restless staff, and lexrifyly could, in time-honoured fashion, guilelessly piddle its investors’ cash up a wall without troubling the operating resiliency of the banking sector, or for that matter, needing an [[Human resources|HR department]].   
This way, Wickliffe Hampton had the cash required to preemptively bid back restless staff, and lexrifyly could, in time-honoured fashion, guilelessly piddle its investors’ cash up a wall without troubling the operating resiliency of the banking sector, or for that matter, a [[Human resources|HR department]], that it did not currently have.   


If this seemed like a bad trade for lexrifyly, but in actuality it was not. Firstly, it didn’t care: what was money? Secondly, the economics would change markedly upon the onset of a more hawkish monetary policy, the dissipation of hysteria or any of the other things that could precipitate a tech winter, and the widescale redundancies and hiring freezes that was sure to follow it.  And ironically, at that point, a counterparty short ''π'' in an ERS would have sensible amount of cash coming in  it could use to hire some people.  
If this seemed like a bad trade for lexrifyly, over time it was not: firstly, cash was cheap, and lexrifyly didn’t care: what was money, when it came to it? Secondly, Barkley’s models demonstrated that the looney bid could invert in any number of circumstances: a market crash, hawkish monetary policy, the arbitrary dissipation of mass hysteria or the sudden onset of incipient tech winter.  


There remained a problem: it was easy enough to quantify a bank’s presumptive wage bill (once it was controlled for hysteria) as it was more or less static. But what about the ever-changing hypothetical wage bill of a startup? How to gauge that in real time? And could not a startup not game this very easily, by just pretending its actual preparedness to pay stupid money was lower that it really was?  
For these contingencies the ERS was a natural hedge.  While wide-scale redundancies and hiring freezes gripped the fintech sector, the boring old banking industry would box on as it always had done. At that point, a fintech that was short ''[[π]]” under an [[Employment rate swap|ERS]] would have a sensible amount of cash coming in from its bank counterparty to keep the lights on. 
 
====The “PIEBOR” submission process====
====The “LIEBOR” submission process====
{{Drop|I|t was easy}} enough to quantify a bank’s presumptive wage bill since, once you controlled it for hysteria, it was more or less a fixed rate. But what about the ever-changing hypothetical wage bill of a startup? How to gauge that in real-time? And what was to stop a startup gaming the rate easily, by just pretending its actual preparedness to pay stupid money was lower than it really was?   
{{Drop|W|hat was needed}}, Barkley reasoned, was an observable, objective measure of startup insanity, ''π''. He had just the means for achieving it. Under the auspices of the British Human Capital Managers’ Association (BHCMA) a committee of fashionable startups would meet each afternoon in a WeWork in Shoreditch for an kombucha martini and to state publicly, in front of a live panel of venture capitalists, how much they would be prepared to pay an underperforming settlements and reconciliations specialist to join them and drive customer engagement.  


The BHCMA would trim the top and bottom estimates, average the remainder and compile and publish the trimmed arithmetic mean rate as the [[London Inter-Employer Basic Offered Rate]] ([[LIEBOR]]). LIEBOR quickly become the ''de facto''  measure of ''π'' and was soon factored into the “floating” leg of [[employment rate swap]]<nowiki/>s as standard.
The market needed an observable, objective measure of “prevailing startup insanity”, which Barkley approximated for “''[[π]]”''. Barkley supplied it. Under the auspices of the British Human Capital Managers’ Association (BHCMA), a committee of fashionable startups would meet each afternoon in a WeWork in Shoreditch and over kombucha martinis to state publicly, in front of a panel of [[venture capitalist]]<nowiki/>s, how much they would be prepared to pay an underperforming settlements and reconciliations clerk to join them and drive customer engagement. They expressed this as a premium or discount to ''[[π]]''', being the equivalent value for the preceding day.


The banks could even sell these derivatives directly to employees, saving the banks the bother of having to hedge themselves. By the same token employees could hedge away their intrinsic loyalty discount, and restricting their need to find new jobs to genuine changes in role or idiosyncratic hatred of their bosses. But there was no need to simply “benchmark” themselves periodically any more.
The BHCMA would weight the submissions by reference to the volume of cash the venture capitalists lobbed at each startup, trim the top and bottom estimates, average the remainder and compile and publish the trimmed arithmetic mean rate as the [[London Inter-Employer Basic Offered Rate]]. Quickly “[[PIEBOR]],” as it was known, became the ''de facto''  measure of ''[[π]]'' and was soon factored into the “floating” leg of [[employment rate swap]]s as standard.


==== Credibility spread ====
==== Credibility spread ====
{{Drop|L|IEBOR was not}} the only component of an individual swap: each employee would also have a performance-related “credibility spread” over (or under) the prevailing [[LIEBOR]] rate. This was a competence assessment made by [[human capital]] analysts. Mispricing this could lead to staff defections, to it was routinely marked to market and adjusted by way of a 360° [[performance appraisal|credibility appraisal]] process.
{{Drop|P|IEBOR was not}} the only component of an individual swap: short counterparties would also be assigned a weighted average “credibility spread” over (or under) the prevailing [[PIEBOR]] rate. This was a competence assessment made by independent [[human capital]] rating agencies of the median quality of a given counterparty’s staff, routinely marked to market and adjusted by way of a 360° [[performance appraisal|credibility appraisal]] process.
 
The credibility rating could yield anomalies. Though HR departments assiduously graded staff against an internal 5-point scoring metric and would [[Force-ranking|force-rank]] staff to a curve, there remained risks that employee “alpha” could be mispriced or too overly concentrated. Furthermore, interdepartmental secondments were beset by credibility rating, diversity arbitrage and [[cheapest to deliver|cheapest-to-deliver]] scandals, especially over quarter end.
 
Meantime, the need for periodic [[Reduction in force|reductions in force]] was greatly reduced and could be handled quantitatively without reference to individual performance or value — as it was now baked into the portfolio credibility rating. This led to the curious phenomenon of businesses laying off those staff with the ''highest'' credibility ratings first. This was not the last unintended consequence of the financialisaton of employment.  


For portfolio transactions (like the first ERS, which was departmental-wide) analysts would assign a  weighted average credibility spread. This could yield occasional anomalies. Though HR departments assiduously segmented staff according to an internal 5 point scoring metric (a “credibility rating”), and would force rank staff to a given curve there remained risks that exposure to employee “alpha” could be mispriced or too overly concentrated.
====Expansion====
{{Drop|B|y this financial}} engineering Barkley had unwittingly created a tradable instrument out of an abstract benchmark. Due to the offsetting nature of ERS transactions one needed to be neither long nor short actual staff but could trade directionally on abstract [[π]] without having a job, or any workers, at all. These “synthetic” instruments were valuable for sectors affected by the vagaries of the labour market even where not themselves directly exposed to it. Recruitment consultants, employment lawyers, HR Consultants — that kind of thing.  


Interdepartmental secondments were beset by credibility rating and diversity arbitrage and [[cheapest to deliver]] scandals especially over quarter end.
Individual workers began to buy [[π]]-linked [[contracts for difference]] as a way of laying off their own intrinsic [[loyalty discount]], a sort of negative carry that comes from unreflective devotion to a single monolithic corporation. This restricted the need to quit to a narrow run of unmanageable idiosyncrasies such as cultural fit, business relocation and visceral hatred of the boss.


Meantime, while periodic RIFs were greatly reduced they were not eradicated entirely, but now could be handled quantitatively without reference to individual performance or value — as that was baked into one’s credibility rating.  
Before long more exotic ERS payoffs emerged. Capital protected [[Reduction in force|RIF puts]], employment collars, diversity forwards and  synthetic collateralised gender pay gap swaps. All these risks, and more, could be managed in the hypothetical with out adjusting the physical staff roster at all.


This led to the curious phenomenon of staff with the ''highest'' credibility ratings — ergo those who were, “pound for pound”, most expensive — being the first to go.  This was of a piece with the theory that firms actively discouraged excellent employees, preferring those to meatheaded to do anything rash like using initiative.
Banks even began selling employment derivatives directly to their employees, saving the bother of having to hedge themselves.
====Expansion====
 
Barkley also saw the opportunity to trade the instrument as an abstract benchmark, for which one did not need exposure to the employment market at all.  Thus was made possible by offsetting nature of ERS transactions. You needed to be neither long or short actual staff but could trade directionally on abstract [[π]].
So began the sad chronicle of employment rate swap mis-selling. In this dark episode, banks would separate the employee’s fixed rate, and pay that under a physical employment contract, then separately hedge out their [[π]] risk with a linked derivative. Before the emergence of ERS, the [[π]] risk was intrinsic to the employment contract and could not be abstracted and traded separately.  
 
The scandal blew up when it emerged HR departments were being offered incentives to place employee counterparties on performance management, arranging with other firms to bid them away or just peremptorily laying them off, leaving staff holding a twenty-five year [[out-of-the-money]] employment rate swaps with no actual job, and badly exposed should [[crypto]] go [[tits up]].


This led to a proliferation of exotic ERS products, many with me practical utility and unintuitive consequences. So began the sad chronicle of employment rate swap mis-selling. In this dark episode banks would separately hedge out their employee’s π risk, to the employee herself<ref>Self-referencing employment derivatives are now not permitted in many jurisdictions, and attract penalty risk weighing in the UK.</ref>and then peremptorily lay the employee off, leaving her holding a twenty five year out of the money employment rate swap. And badly exposed should crypto go tits up.
Such “self-referencing employment derivatives” are now not permitted in many jurisdictions, and attract penalty risk weighing in the UK.  


{{Sa}}
{{Sa}}