Uh.... that's a ridiculous amount of money to try and incentivize someone.
Uh.... that's a ridiculous amount of money to try and incentivize someone.
http://spectrum.ieee.org/robotics/artificial-intelligence/th...
We haven't heard anything else apart from a Waymo rebranding in multiple years.
My guess: The top people left, and the project lost momentum. I expect to see it grind on for a few years before being canned.
There's a lot of competition for this skillset, so you have to keep on giving more to the engineers... but then they have a bunch of money and they have less lock-in for the job. When you have $20 million in a bank account, why are you going to go make a powerpoint for your manager?
But if you give them "options" that might be worth nothing... well why not just go to Uber with their millions of Actual Real Cash(TM)? Or why accept "founder" salaries instead of real salaries?
Not that there's anything wrong with this, but the classic employer/employee relationship starts falling apart when the employees end up being this value.
Basically, funded the company of their star engineer(s), and had a put/call (for Cisco and funded co) option based on certain milestones being met.
Deal summaries:
Andiamo (2001): cisco funded 180m, paid 750m to buy.
Nuova (2006): funded 70m, paid 678m.
Insieme (2012): funded 135m, paid 863m.
All founded by the same three engineers. This practice fell out of favor under chambers CEO-ship. Other employees (and execs, most importantly probably ha) didn't like for understandable reasons, but interesting to see similar dynamics play out here, with similar reactions.
This isn't the first time Google tried to keep an exec by paying them $50m+ (nor is it the second)
http://www.businessinsider.com/neal-mohan-googles-100-millio...
http://fortune.com/2016/03/29/googles-pichai-received-100-mi...
I'm not saying you're wrong, but I'm highly skeptical that one person would be worth, say, $99m more than a very-well-paid engineer, or $50m more than someone too rich to care about money other than as a way of keeping score, in just a few years. Rockstar executives get crazy money even when they run companies into the ground (see Meyer, Marissa) or merely keep them afloat (Tillerson, Rex). I suspect rockstar engineers are getting a bit of the same treatment, which has little to do with differences in performance among those making more than a small multiple of average pay.
I would argue that that's a fundamentally incorrect way of looking at it. You're "worth" whatever you can negotiate for (making baseline assumptions about not defrauding people).
If you can convince someone to pay you 10 million dollars to mow his lawn, I think you deserve every penny.
Apple's chief council is likely not the only lawyer who could 'do his job' for that price. But I need someone to do his job this afternoon, no, now. Who has all the relevant information in their head so they can give me an informed opinion based on the entire company's operations and positions about a $10B decision that must be made by the end of the day. Go find me that person. How much would you pay to have that person here and now today rather than tomorrow to guide whether the price should be $21B or $18B for the deal.
The same is true for "rock star" engineers. I absolutely believe there are a few engineers who can make the difference between being wildly successful or being an also ran. To use a well known related example, consider Jony Ive. I believe that his unique design talents have been responsible for billions of dollars in value to Apple shareholders.
The price may very well exceed the average engineer. However, the value to Google in incentivizing such leaders to drive product development with 100~1000% ROI is that much higher and it's crazy that they have so much cash to do be able to do this.
So if I pay you $100 million to make a product and I have a very high likelihood of flipping it for $10 billion for a 100x return, it makes sense why a market for such talent exists at Google.
If you think about how large Google is and the amount of innovation that the market expects from them along with the pressure from Microsoft, Amazon, Facebook etc, $50~200 million is a premium they will gladly pay because this in turn would put pressure on other competitors.
Lyft simply would not be able to match Google's offer of $100 million. This is how Google and Microsoft wins most of the time. Cash.
PS: google employee
When you have millions (or billions) of customers, small changes mean a lot.
Why doesn't Google do this?
For Google in 2007, I don't doubt that. In 2017, I'd have to see it.
My favorite Google engineer idea was how much autocorrect improved search results and efficiency. Awesome idea but I doubt it contributed $100M in revenue. MapReduce, good idea but I doubt it contributed $100M in revenue.
One engineer, $100M is easy to say. It's really hard to do.
I have no problem believing that MapReduce contributed $XB to Google's revenue over the course of the past 20 years.
[1] https://www.sec.gov/Archives/edgar/data/1652044/000165204416...
https://en.wikipedia.org/wiki/MapReduce#Lack_of_novelty
FWIW, it appears they're giving away the TensorFlow stuff because they lost the mindshare battle between MapReduce+Hadoop and don't want that to happen again.
Again, the $100M figure is an easy (heroic) claim to make but hard to substantiate. Shit's hard. Big shit is really hard.
[Citation needed]
Scale makes it easy to have an outsized impact.
Consider that a single CPU core costs ~10$/yr in electricity, and that google has a really big computer[1]. The questions are then "how many CPUs does google have", "what percentage of those can any given change affect", and "how many such changes can one engineer make in a year?"
And that's just one type of potential change.
[1]: http://www.clickhole.com/article/future-now-google-has-confi...
You can shave off latency and 1% improvement could result in 0.1% revenue gain (made up numbers).
You can improve relevancy of the ads by 1% and contribute to revenue similar amounts.
It's not really super hard.
It's very easy to underestimate how small changes can add up at scale. Like another commenter said, Google makes about $80B in revenue. It's not hard to make a change to UI or ranking that impacts conversion rates by 0.125%. One of the changes I did for a later project would've lost a billion dollars for Google had it not been caught by A/B testing. Heck, a non-visible change I made (moving the results above the ads in DOM order, without changing styling, so that blind people didn't need to sit through ads before getting their results) was blamed for $50M in lost revenue before we ran an experiment and confirmed there was no effect. Marissa Mayer had done the exact same experiment 8ish years before and measured a $50M loss; the difference was that everyone was on dialup in 2002 but broadband in 2010, and so what was an unacceptable latency penalty that caused everyone to not click on ads had become an unnoticeable change.
I'm still having a hard time believing that a single person created 100 million in value for Google for a product that isn't currently being sold. It seems more like a result of a price war for self driving car talent as companies are scrambling to try and take the whole self driving car market before anyone else
And since this person went off, started their own company, and sold it a couple years later for $1 Billion, it seems whoever was offering that paycheck was right to do so.
With 80 billion in revenue and ~75K employees according to a google search, that means that there's an expectation that an average hire will drive $1 million in revenue per year. To be paid 120M/year you'd need to drive significantly more than that, but to be paid 20M/year, that's now someone who is 50x the average employee, not 200x the average employee, and that's reasonable. I think we all know an engineer or two who is extraordinary.
when you're earning $1 it's not hard to double your money when you're earning $1 billion it's hard to double your money but when you're earning $1 billion it's a lot easier to earn an extra million or two.
Would anyone blink an eye at a CEO earning that much or having that much in incentive pay over perhaps a number of years? Of course not. But the only reason to have such differing opinions is a classist attitude.
Indeed, look how bizarre a world we live in has come to be. Nobody today would think it too ridiculous for an actor or entertainment figure to be paid so much. And yet a single engineer could easily have a much larger impact on the day to day life of millions of people or on the development of technologies spawning multibillion dollar industries.