How power(law)ful is your job?

A long time back I’d written about how different jobs are sigmoidal to different extents – the most fighter jobs, I’d argued, have linear curves – the amount you achieve is proportional to the amount of effort you put in. 

And similarly I’d argued that the studdest jobs have a near vertical line in the middle of the sigmoid – indicating the point when insight happens. 

However what I’d ignored while building that model was that different people can have different working styles – some work like Sri Lanka in 1996 – get off to a blazing start and finish most of the work in the first few days. 

Others work like Pakistan in 1992 – put ned for most of the time and then suddenly finish the job at the last minute. Assuming a sigmoid does injustice to both these strategies since both these curves cannot easily be described using a sigmoidal function. 

So I revise my definition, and in order to do so, I use a concept from the 1992 World Cup – highest scoring overs. Basically take the amount of work you’ve done in each period of time (period can be an hour or day or week or whatever) and sort it in descending order. Take the cumulative sum. 

Now make a plot with an index on the X axis and the cumulative sum on the Y axis. The curve will look like that if a Pareto (80-20) distribution. Now you can estimate the power law exponent, and curves that are steeper in the beginning (greater amount of work done in fewer days) will have a lower power law exponent. 

And this power law exponent can tell you how stud or fighter the job is – the lower the exponent the more stud the job!! 

Studs, fighters and spikes

In a blog post yesterday I talked about the marriage and dating markets and how people with spikes which can be evaluated either highly positively or highly negatively were more likely to get dates, while in the arranged marriage market, you were better off being a solid CMP (common minimum program).

The question is how this applies for jobs. Are you better off being a solid performer or if you are someone who has a quirky CV, with some features that can either be heavily positively or heavily negatively by some people. How will the market evaluate you, and which of them is more likely for finding you a job?

The answer lies in whether the job that you are applying for is predominantly stud or fighter (apologies to those to whom I mentioned I was retiring this framework – I find it way too useful to ditch). If it is a predominantly fighter job – one that requires a steady output and little creativity or volatility, you are better off having a solid CV – being a consistent 3 rather than having lots of 5s and 1s in your rating chart. When the job is inherently fighter, what they are looking for is consistent output, and what they don’t look for is the occasional 1 – a situation where you are likely to underperform for whatever reason. Fighter jobs don’t necessarily care for the occasional spike in the CV – for there is no use of being extraordinary for such jobs. Thus, you are better off being a consistent 3.

If it is a stud job, though, one where you are likely to show some occasional creativity, you are more likely to get hired if you have a few 5s and a few 1s rather than if you have all 3s. If the job requires creativity and volatility, what the employer wants to know is that you are occasionally capable of delivering a 5 – which is what they are essentially hiring you for. Knowing that people who are good at stud jobs have the occasional off day, employers of stud jobs are okay with someone with a few 1s, as long as they have 5s.

So whether you should be looking for a stud or a fighter job depends on what kind of a professional career that you’ve had so far – if you’ve had a volatile career with a few spikes and a few troughs, you are much better off applying for stud jobs. If you’ve been a steady consistent performer you are better suited for a fighter job!

Of course you need to remember that this ranking as a function of your volatility is valid only if you were to hold your “average rating” constant!

Arranged Scissors 15: Stud and Fighter Beauty

Ok so here we come to the holy grail. The grand unification. Kunal Sawardekar can scream even more loudly now. Two concepts that i’ve much used and abused over the last year or so come together. In a post that will probably be the end of both these concepts in the blogging format. I think I want to write books. I want to write two books – one about each of these concepts. And after thinking about it, I don’t think a blook makes sense. Too  many readers will find it stale. So, this post signals the end of these two concepts in blog format. They’ll meet you soon, at a bookstore near you.

So this post is basically about how the aunties (basically women of my mother’s generation) evaluate a girl’s beauty and about how it significantly differs from the way most others evaluate it. For most people, beauty is a subjective thing. It is, as the proverb goes, in the eyes of the beholder. You look at the thing of beauty (not necessarily a joy forever) as a complete package. And decide whether the package is on hte whole beautiful. It is likely that different people have different metrics, but they are never explicit. Thus, different people find different people beautiful, and everyone has his/her share of beauty.

So I would like to call that as the “stud” way of evaluating beauty. It is instinctive. It is about insights hitting your head (about whether someone is beautiful or not). It is not a “process”. And it is “quick”. And “easy” – you don’t sweat much to decide whether someone is beautiful or not. It is the stud way of doing it. It is the way things are meant to be. Unfortunately, women of my mother’s generation (and maybe earlier generations) have decided to “fighterize” this aspect also.

So this is how my mother (just to take an example) goes about evaluating a girl. The girl is first split into components. Eyes, nose, hair, mouth, lips, cheeks, symmetry, etc. etc. Each of these components has its own weightage (differnet women use different weightages for evaluation. however for a particular woman, the weightage set is the same irrespective of who she is evaluating). And each gets marked on a 5-point likert scale (that’s what my mother uses; others might use scales of different lengths).

There are both subject-wise cutoffs and aggregate cutoff (this is based on the weighted average of scores for each component). So for a girl to qualify as a “CMP daughter-in-law”, she has to clear each of the subject cutoffs and also the total. Again – different women use different sets of cutoffs, but a particular woman uses only one set. And so forth.

I wonder when this system came into being, and why. I wonder if people stopped trusting their own judgment on “overall beauty” because of which they evolved this scale. I wonder if it was societal pressure that led to women look for a CMP daughter-in-law for which purpose they adopted this scale. It’s not “natural” so I can’t give a “selfish gene” argument in support of it. But I still wonder. And my mother still uses scales such as this to evaluate my potential bladees. Such are life.

Interview length

When I interviewed for my current job four months back, I was put through over twelve hours of high-quality interviews. This includes both telephonic and face-to-face processes (on one day, I was called to the office and grilled from 1030am to 630pm) and by “high quality”, I’m referring to the standard of questions that I was asked.

All the interviews were extremely enjoyable, and I had fun solving the problems that had been thrown at me. I must mention here that the entire process was a “stud interview” – one that tried to evaluate me on my thought process rather than evaluating what I know. I’ve also been through a few “fighter interviews” – ones where the interviewer just spends time finding out your “knowledge” – and I don’t remember taking a single job so far after passing this kind of an interview.

So recently I read this post by Seth Godin that someone had shared on Google Reader, where he says that there exists just no point in having long interviews and so interviews should be kept short and to the point. That way, he says, people’s time gets wasted less and the candidate also doesn’t need to waste much time interviewing. After reading that, I was trying to put my personal experience into perspective.

One thing is that in a “stud interview”, where you throw tough problems at the candidate, one of the key “steps” in the solution process is for an insight to hit the candidate. Even if you give hints, and mark liberally for “steps”, the “cracking” of the problem usually depends upon an insight. And it isn’t fair to expect that an insight hits the candidate on each and every question, and so the way to take out this factor is by having a large number of questions. Which means the interview takes longer.

The other thing about the length of the interview is signaling. Twelve hours of hardcore problem-solving sends out a signal to the candidate with regard to the quality of the group. It gives an idea to the candidate about what it takes to get into the group. It says that every person working in the group had to go through this kind of a process and hence is likely to be of high quality.

Another thing with the “stud interview” is that it also directly gives the candidate an idea of the quality of the people interviewing. Typically, hard math-puzzle based interviews are difficult to “take” (for the interviewer). So putting the candidate through this large number of math-problem-solving interviews tells him that the large number of people interviewing him are all good enough to take this kind of an interview. And this kind of interviews are also ruthless on the interviewer – it is usually not hard for a smart candidate to see through it if he thinks the interviewer has just mugged the answer to a question without actually solving it.

All put together, when you are recruiting for a job based on “stud interviews”, it makes sense for you to take time, and make the candidate go through several rounds. It also usually helps that most of these “stud interviews” are usually fun for the candidate also. On the other hand, if you are only willing to test what the candidate knows and are not really interested in the way he thinks, then you might follow Godin’s suggestion and keep the interview short.

Don’t use stud processes for fighter jobs and fighter processes for stud jobs

When people crib to other people that their job is not too exciting and that it’s too process-oriented and that there’s not muc scope for independend thinking, the usual response is that no job is inherently process-oriented or thinking-oriented, and that what matters is the way in which one perceives his job. People usually say that it doesn’t matter if a job is stud or fighter, and you can choose to do it the way you want to. This is wrong.

So there are two kinds of jobs – stud (i.e. insight-oriented) and fighter (i.e. process oriented). And you can do the job in either a stud manner (trying to “solve a problem” and looking for insights) or in a fighter manner (logically breaking down the problem, structuring it according to known formula and then applying known processes to each sub-problem). So this gives scope for a 2 by 2. I don’t want this to look like a BCG paper so I’m not actually drawing a 2 by 2.

Two of the four quadrants are “normal” and productive – doing stud jobs in a stud manner, and fighter jobs in a fighter manner. There is usually an expectancy match here in terms of the person doing the job and the “client” (client is defined loosely here as the person for whom this job is being done. in most cases it’s the boss). Both parties have a good idea about the time it will tak e  for the job to be done, the quality of the solution, and so on. If you are in either of these two quadrants you are good.

You can’t do a stud job (something that inherently requires insight) using a fighter process. A fighter process, by definition, looks out for known kind of solutions. When the nature of the solution is completely unknown, or if the problem is completely unstructured, the fighter behaves like a headless chicken. It is only in very rare and lucky conditions that the fighter will be able to do the stud job. As for “fighterization”, about which I’ve been talking so much on this blog, the problem definition is usually tweaked slightly in order to convert the stud problem to a fighter problem. So in effect, you should not try to solve a “stud problem” using a fighter process. Also, as an employer, it is unfair to expect a mostly fighter employee to come up with a good solution for a stud problem.

The fourth quadrant is what I started off this blog post with – studs doing fighter jobs. The point here is that there is no real harm in doing a fighter job in a stud manner, and the stud should be able to come up wiht a pretty good solution. The problem is wiht expectations, and with efficiency. Doing a fighter job in a stud manner creates inefficiency, since a large part of the “solution” involves reinventing the wheel. Yes, the stud might be able to come up with enhanced solutions – maybe solve the problem for a general case, or make the solution more scalable or sustainable, but unless the “client” understands that the problem was a stud problem, he is unlikely to care for these enhancements (unless he asked for them of course), and is likely to get pained because of lack of efficiency.

Before doing something it is important to figure out if the client expects a stud solution or a fighter solution. And tailor your working style according to that. Else there could be serious expectation mismatch which can lead to some level of dissatisfaction.

And when you are distributing work to subordinates, it might also help to classify them using stud nad fighter scales and give them jobs that take advantage of their stronger suits. I know you can’t do this completely – since transaction costs of having more than one person working on a small piece of work can be high – but if you do this to the extent possible it is likely that you will get superior results out of everyone.

Fighterization of food

One of the topics that I’d introduced on my blog not so long ago was “fighterization“. The funda was basically about how professions that are inherently stud are “fighterzied” so that a larger number of people can participate in it, and a larger number of people can be served. In the original post, I had written about how strategy consulting has completely changed based on fighterization.

After that, I pointed out about how processes are set – my hypothesis being that the “process” is something that some stud would have followed, and which some people liked because of which it became a process. And more recently, I wrote about the fighterization of Carnatic music, which is an exception to the general rule. Classical music has not been fighterized so as to enable more people to participate, or to serve a larger market. It has naturally evolved this way.

And even more recently, I had talked about how “stud instructions” (which are looser, and more ‘principles based’) are inherently different from “fighter instructions” (which are basically a set of rules). Ravi, in a comment on Mohit‘s google reader shared items, said it’s like rule-based versus principles-based regulation.

Today I was reading this Vir Sanghvi piece on Lucknowi cuisine, which among other things talks about the fact that it is pulao that is made in Lucknow, and now biryani; and about the general declining standards at the Taj Lucknow. However, the part that caught my eye, which has resulted in this post with an ultra-long introduction was this statement:

The secret of good Lucknowi cooking, he said, is not the recipe. It is the hand. A chef has to know when to add what and depending on the water, the quality of the meat etc, it’s never exactly the same process. A great chef will have the confidence to improvise and to extract the maximum flavour from the ingredients.

This basically states that high-end cooking is basically a stud process. That the top chefs are studs, and can adapt their cooking and methods and styles to the ingredients and the atmosphere in order to churn out the best possible product.You might notice that most good cooks are this way. There is some bit of randomness or flexibility in the process that allows them to give out a superior product. And a possible reason why they may not be willing to give out their recipes even if they are not worried about their copyright is that the process of cooking is a stud process, and is hence not easily explained.

Publishing recipes is the attempt at fighterization of cooking. Each step is laid down in stone. Each ingredient needs to be exactly measured (apart from salt which is usually “to taste”). Each part of the process needs to be followed properly in the correct order. And if you do everything perfectly,  you will get the perfect standardized product.

Confession time. I’ve been in Gurgaon for 8 months and have yet to go to Old Delhi to eat (maybe I should make amends this saturday. if you want to join me, or in fact lead me, leave a comment). The only choley-bhature that I’ve had has been at Haldiram’s. And however well they attempt to make it, all they can churn out is the standardized “perfect” product. The “magic” that is supposed to be there in the food of Old Delhi is nowhere to be seen.

Taking an example close to home, my mother’s cooking can be broadly classified into two. One is the stuff that she has learnt from watching her mother and sisters cook. And she is great at making all of these – Bisibelebhath and masala dosa being her trademark dishes (most guests usually ask her to make one of these whenever we invite them home for a meal). She has learnt to make these things by watching. By trying and erring. And putting her personal touch to it. And she makes them really well.

On the other hand, there are these things that she makes by looking at recipes published in Women’s Era. Usually she messes them up. When she doesn’t, it’s standardized fare. She has learnt to cook them by a fighter process. Though I must mention that the closer the “special dish” is to traditional Kannadiga cooking (which she specializes in), the better it turns out.

Another example close to home. My own cooking. Certain things I’ve learnt to make by watching my mother cook. Certain other things I’ve learnt from this cookbook that my parents wrote for me before I went to England four years ago. And the quality of the stuff that I make, the taste in either case, etc. is markedly different.

So much about food. Coming to work, my day job involves fighterization too. Stock trading is supposed to be a stud process. And by trying to implement algorithmic trading, my company is trying to fighterize it. The company is not willing to take any half-measures in fighterization, so it is recruiting the ultimate fighter of ’em all – the computer – and teaching it to trade.

Preliminary reading on studs and fighters theory:

Studs and Fighters

Extending the studs and fighters theory

Bangalore trip update

The recent inactivity on this blog was mainly due to my inability to log on to wordpress from my phone and write a post.  I had gone home to Bangalore for an extended weekend (taking Friday and Monday off) and the only source of net access there was my phone, and for some reason I wasn’t able to log on to NED from that. During the trip I had several brilliant insights and brilliant ideas and wanted to blog them and finally such NED happened that I didn’t even twitter them. Deathmax.

The main reason I went to Bangalore was to attend Pradeep (Paddy)’s reception. I think this is an appropriate time to share the funda of his nickname with the world. Before he joined our school in 9th standard, there was this guy two years senior called Pradeep, and for some reason not known to me he was nicknamed Paddy. I vaguely knew him since I used to play basketball with him, and after he graduated there were no more Paddys in school. So when this new guy came from the Gelf, it presented a good opportunity to get back a Paddy into school. It turned out to be such a sticky nickname that not even IIT could change it.

Friday was Ugadi – yet another reason to be home in Bangalore – and was mostly spent visiting relatives. When they heard about my impending market entry, all of them brought up stories of not-so-successful marriages of people they knew well, and put fundaes to me about avoiding certain pitfalls. These fundaes were liberally peppered with stories. Mostly sad ones. Mostly of people who have chosen to continue in their marriages despite them clearly failing. It is amazing about the kind of stuff people I know have gone through, and yet they choose to not run away.

Saturday morning was rexerved for my first ever “market visit”. I was taken to this bureau in Malleswaram and asked to inspect profiles. “There are profiles of hundreds of girls there”, my uncle had told me “so let us go there before ten o’clock so that you have enough time”. The profiles were mostly homogeneous. The number of engineering seats available in Karnataka amazes me. Every single profile I checked out over there had studied a BE, and was working in some IT company. Things were so homogeneous that (I hate to admit this) the only differentiator was looks. Unfortunately I ended up shortlisting none of them.

One of the guys I met during my Bangalore trip is a sales guy who lives in a small temple town without any access to good cinema. So he forced me to accompany him to watch Slumdog (in PVR Gold Class – such an irony) and Dev D. I agree that Slumdog shows India in poor light, but filter that out and it’s a really nice movie. We need to keep in mind that it was a story and not a documentary, and even if it were the latter, I think documentaries are allowed to have narratives and need not be objective. Dev D was simply mindblowing, apart from the end which is a little bit messed up. Somehow I thought that Kashyap wanted to do a little dedic to his unreleased Paanch.

There is this meet-up at Benjarong which is likely to contribute enough material to last six arranged scissors posts. I’ll probably elaborate about the discussions in forthcoming posts but I must mention here that several arranged marriage frameworks were discussed during the dinner. The discussions and frameworks were enough to make both Monkee and I, who are in the market process, and Kodhi who will enter the market shortly to completely give up in life.

One takeaway from Paddy’s reception is that if you can help it, try not to have a “split wedding” (and try not to have a split webbing also) – where different events are held at diferent venues, on disjoint dates. In that case you won’t have people lingering around, and you will lose out on the opportunity to interact with people. Note that there is zero scope for interation during the ceremonies, and the only time you get to talk to people is before, and after, and during. And it is important that there is enough before or after or during time to allow these interactions. In split weddings guests are likely to arrive and leave in the middle of an event and so you’ll hardly get to talk to them.

One policy decision I took was to not have breakfast at home during the length of my stay. I broke this on my last day there since I wouldn’t be having any other meal at home that day, but before that visited Adigas (ashoka pillar), SN (JP nagar) and UD (3rd block). The middle one was fantastic, the first reasonably good except for bad chutney and the last not good at all. Going back from Gurgaon it was amazing that I could have a full breakfast (2 idlis-vada-masala dosa-coffee) for less than 50 bucks. Delhi sorely lacks those kind of “middle class” places – you either eat on the roadside or in fine dining here.

Regular service on this blog should resume soon. My mom has stayed back in Bangalore for the summer so I’m alone here  and so have additoinal responsibilities such as cooking and cleaning. However, I think I should be having more time so might be writing more. I can’t promise anything since blog posts are generated by spur-of-the-moment thoughts and I never know when they occur. Speaking of which I should mention that I put elaborate fundaes on studs and fighters theory in my self-appraisal review form last week.