PurPassionSky

Climate Attribution Scientist

The pull to bring what's hidden to light

Revelation · Hidden → Revealed

The shape of the work

Pace
  • Short, intense, and the stakes are right now
  • A steady rhythm with room to breathe
  • A hard push you keep up for a long stretch
What your week looks likeNo pattern — you plan around what comes
How much you move around at workScreen and chair, almost all day
Whether you can work from anywhereWork from anywhere with a signal or internet connection
How quickly you receive feedback on your workGive it a few days
What you're actually working withNumbers, measurements, records — things you read on a screen / Concepts, theories, designs, stories — things you think up

Behaviours this work is made of

Core
  • Breaking something into its real components.
  • Exchanging meaning — both transmitting and receiving, adjusting in response.
  • Casting light so others can see what's there.
  • Verifying whether something is true or works as claimed.
Also present
  • Quantifying what's happening so it can be reasoned about precisely.
  • Building a simplified version of a system — a climate, a river, a city's traffic — to test what might happen.
  • Systematic, methodical pursuit of understanding.

In words

Somebody's town floods. Within the hour the question arrives — was this climate change? — and for most of history the honest answer was a shrug about how no single event can be attributed. That answer is now obsolete. The observed event is compared against the same event simulated in a world without human emissions, and the comparison produces a number: how much more likely, how much more intense. After the January 2025 Los Angeles wildfires, a rapid study found climate change made the extreme fire weather driving them roughly 35% more likely [from salary and job-posting data, World Weather Attribution 2025]. The World Weather Attribution service, set up in 2015, has now run more than 100 such studies across heatwaves, rainfall, drought, floods, wildfires and cold spells, in days rather than years [from salary and job-posting data, WWA 2025].

The distinct contribution is causation made visible on a human timescale. The palaeoclimatologist supplies the past, the modeller supplies the projections; the attribution scientist connects an abstract global trend to the specific water that is currently in somebody's living room. That is Revelation — the fingerprint was always there, and the professional act is producing it fast enough to matter.

The consequences travel further than the science. Attribution findings feed loss-and-damage negotiations, insurance and liability arguments, and a growing body of climate litigation, and there is evidence that attribution framing shifts public support for climate policy across countries [Nature Climate Change 2025]. The tooling is accelerating too — frameworks such as ClimaMeter now return initial attribution results within hours of an event [from salary and job-posting data, ClimaMeter / Frontiers in Climate 2025].

There's a guide here if you want one

Kitsune can talk through anything on this page — whether it might suit you, what to do next, questions this page doesn't answer. Everything here is yours to read either way.

The deadline is the discipline and it is brutal. This is statistical inference on a chaotic system, in four days, while people are still counting the dead, and the number that gets published will be quoted for years and cannot be corrected later without the correction becoming its own story. The field's answer is heavy methodological pre-registration — fixing the method before the answer is known — and that rigour is the only thing standing between rapid science and advocacy.

Sometimes the answer is no, and it has to be said anyway. Not every disaster is made worse by climate change; some are driven by land use, poor infrastructure or bad luck. Publishing a null result into a public conversation that expects confirmation is professionally uncomfortable and is precisely what makes the positive results worth anything.

And this is one of the few sciences with a defendant. The work turns up in courtrooms and in arguments about who owes whom for what. That is a very different relationship to one's own output than most researchers have: the finding is not only cited, it is acted on, contested, and paid for.

Physics, maths, statistics, environmental or atmospheric science degree with genuinely strong quantitative and programming skills; extreme value statistics is the specific mathematics that distinguishes this work. A PhD in climate or atmospheric science is the standard route, though the field is young and unusually open to people arriving from statistics and data science. The centres of gravity are the World Weather Attribution collaboration, Imperial's Grantham Institute, KNMI in the Netherlands, and allied groups [from salary and job-posting data, WWA 2025]. Because the studies are open-method and published quickly, it is one of the few research areas a student can actually read end-to-end while still at school.

Before you go