Bioinformatics engineer
Write the software that makes biological data mean something.
No one has signalled on this path yet — be the first.
184 paths
Some are already here, some are barely forming. Each one says what it leans on, how exposed it is to automation, and how people actually get in.
Write the software that makes biological data mean something.
No one has signalled on this path yet — be the first.
Design the chain of steps, tools and checks an AI system follows to finish a job.
No one has signalled on this path yet — be the first.
Test whether a model actually does what it claims, and document where it fails.
No one has signalled on this path yet — be the first.
Turn a specialist's judgement into examples, rules and evaluations a model can learn from.
No one has signalled on this path yet — be the first.
Set up and run someone's personal AI stack — memory, agents, privacy, daily routines.
No one has signalled on this path yet — be the first.
Generate data that behaves like the real thing when the real thing is scarce or private.
No one has signalled on this path yet — be the first.
Build worlds where people or machines can practise before it counts.
No one has signalled on this path yet — be the first.
Keep a live software model of a building, factory or machine in sync with reality.
No one has signalled on this path yet — be the first.
Move decades-old systems forward without breaking the business that runs on them.
No one has signalled on this path yet — be the first.
Design how people ask, steer, correct and trust an AI system.
No one has signalled on this path yet — be the first.
Wiring plus sensors, controls and networks — the electrician a modern building needs.
No one has signalled on this path yet — be the first.
Heating and cooling systems that tune themselves — install, program and fix them.
No one has signalled on this path yet — be the first.
Put generation and storage on roofs and in garages, and make it all talk.
No one has signalled on this path yet — be the first.
Service electric vehicles and the charging infrastructure they depend on.
No one has signalled on this path yet — be the first.
Diagnose and fix robots — mechanics, electronics and firmware in one job.
No one has signalled on this path yet — be the first.
Make lighting, HVAC, access and energy systems behave as one building.
No one has signalled on this path yet — be the first.
Cut metal to microns with machines you program as much as operate.
No one has signalled on this path yet — be the first.
Keep the PLCs, sensors and lines of an automated plant running.
No one has signalled on this path yet — be the first.
Plumbing with heat pumps, greywater, leak sensors and efficiency targets.
No one has signalled on this path yet — be the first.
Automation risk: medium
You could do this as: employed, contractor, small business
None yet.
Buy broken, fix well, sell better — a business built on things worth keeping.
No one has signalled on this path yet — be the first.
Run a small, flexible factory that makes many things in small numbers.
No one has signalled on this path yet — be the first.
Design and produce parts that only make sense when they are printed.
No one has signalled on this path yet — be the first.
Make one-off or made-to-order goods at a price people will actually pay.
No one has signalled on this path yet — be the first.
Program industrial arms to weld, cut, print and assemble.
No one has signalled on this path yet — be the first.
Walk into a plant and find what should be automated first.
No one has signalled on this path yet — be the first.
Teach one student well, with AI doing the drilling and tracking.
No one has signalled on this path yet — be the first.
Scan, measure and rebuild parts nobody has drawings for any more.
No one has signalled on this path yet — be the first.
Pull usable material back out of what was thrown away.
No one has signalled on this path yet — be the first.
Take a file in the morning and hand over a finished part in the afternoon.
No one has signalled on this path yet — be the first.
Keep a working population of robots deployed, updated and productive.
No one has signalled on this path yet — be the first.
Install, tune and repair the robots that end up in ordinary homes.
No one has signalled on this path yet — be the first.
Machines that weed, pick and monitor — kept working in mud and weather.
No one has signalled on this path yet — be the first.
Calibrate, service and validate vehicles that drive themselves.
No one has signalled on this path yet — be the first.
Fly, plan and certify drone work — survey, inspection, delivery, film.
No one has signalled on this path yet — be the first.
Drive machines from far away when full autonomy is not enough.
No one has signalled on this path yet — be the first.
Prove that a machine sharing space with people will not hurt them.
No one has signalled on this path yet — be the first.
Teach robots real-world skills by demonstration, correction and repetition.
No one has signalled on this path yet — be the first.
Sleep, strength, focus and recovery, tracked and adjusted.
No one has signalled on this path yet — be the first.
Help people test a direction cheaply before they commit years to it.
No one has signalled on this path yet — be the first.
Design what a person feels moving through a place, service or event.
No one has signalled on this path yet — be the first.
Work where being trusted with someone's life is the whole product.
No one has signalled on this path yet — be the first.
Build the path from knowing nothing to being employable on the job.
No one has signalled on this path yet — be the first.
Judge what someone can actually do, credibly enough that others accept it.
No one has signalled on this path yet — be the first.
Sequence skills so each one makes the next possible.
No one has signalled on this path yet — be the first.
Train people in a simulator until the real thing is boring.
No one has signalled on this path yet — be the first.
Run the workshop where people build things and discover what they like.
No one has signalled on this path yet — be the first.
Run fleets of AI agents on real work — set them up, watch them, catch what they get wrong.
No one has signalled on this path yet — be the first.
Turn bench protocols into machines that run them overnight.
No one has signalled on this path yet — be the first.
Match treatment to a specific person's biology and history.
No one has signalled on this path yet — be the first.
Design organisms to make materials, medicines or food.
No one has signalled on this path yet — be the first.
Build limbs and devices that people live with every day.
No one has signalled on this path yet — be the first.
Fit and maintain wearable machines for work and rehabilitation.
No one has signalled on this path yet — be the first.
Work where signals from the brain meet devices that respond.
No one has signalled on this path yet — be the first.
Measure, intervene and track what actually extends healthy years.
No one has signalled on this path yet — be the first.
Grow tissues, materials and food in controlled systems.
No one has signalled on this path yet — be the first.
Design the tool that makes a specific life workable again.
No one has signalled on this path yet — be the first.
Run a local grid that balances generation, storage and demand.
No one has signalled on this path yet — be the first.
Size, install and manage storage from home walls to grid banks.
No one has signalled on this path yet — be the first.
Get heat out of the ground and into buildings reliably.
No one has signalled on this path yet — be the first.
Plan for too much water, too little, and the wrong quality.
No one has signalled on this path yet — be the first.
Make hot cities liveable with shade, materials, water and planting.
No one has signalled on this path yet — be the first.
Retrofit homes and sites against heat, flood, fire and storm.
No one has signalled on this path yet — be the first.
Design systems and places that keep working when things go wrong.
No one has signalled on this path yet — be the first.
Instrument bridges, pipes and grids so failures announce themselves early.
No one has signalled on this path yet — be the first.
Build the loop that takes a product back and returns it to use.
No one has signalled on this path yet — be the first.
Farm by the square metre using sensors, data and targeted machinery.
No one has signalled on this path yet — be the first.
Grow food indoors where light, water and climate are all decisions.
No one has signalled on this path yet — be the first.
Survey, spray and seed from the air, field by field.
No one has signalled on this path yet — be the first.
Rebuild soil that has been farmed flat, and prove it worked.
No one has signalled on this path yet — be the first.
Build a food product or process that did not exist before.
No one has signalled on this path yet — be the first.
Run a small high-yield growing operation close to the people who eat it.
No one has signalled on this path yet — be the first.
Keep fish and shellfish systems healthy and productive.
No one has signalled on this path yet — be the first.
Connect machines, sensors and software into one working farm.
No one has signalled on this path yet — be the first.
Own a small category properly and sell to it for years.
No one has signalled on this path yet — be the first.
Win on someone else's platform — listings, ranking, logistics, margin.
No one has signalled on this path yet — be the first.
Buy where things are cheap, sell where they are wanted, repeat with data.
No one has signalled on this path yet — be the first.
Sell to businesses online, where orders are big and buying is slow.
No one has signalled on this path yet — be the first.
Turn a generic product into a brand people ask for by name.
No one has signalled on this path yet — be the first.
Run a very small brand with a very clear audience.
No one has signalled on this path yet — be the first.
Sell things made to order, personalised at the moment of purchase.
No one has signalled on this path yet — be the first.
Sell live on camera and make the show worth watching.
No one has signalled on this path yet — be the first.
Remove the manual work between an order and a delivered parcel.
No one has signalled on this path yet — be the first.
Sell into other countries and survive tax, shipping and returns.
No one has signalled on this path yet — be the first.
Teach the machines and software a trade now depends on.
No one has signalled on this path yet — be the first.
Move a workforce from the jobs it has to the jobs it will need.
No one has signalled on this path yet — be the first.
Write, shoot, edit, publish and sell — a whole outlet run by one person.
No one has signalled on this path yet — be the first.
Cover one narrow beat better than anyone and get paid by the people who need it.
No one has signalled on this path yet — be the first.
Teach in public, then sell the deeper version.
No one has signalled on this path yet — be the first.
Write stories where the audience's choices actually change things.
No one has signalled on this path yet — be the first.
Shoot on LED walls and in game engines instead of on location.
No one has signalled on this path yet — be the first.
Produce animation at a scale that used to need a whole building of people.
No one has signalled on this path yet — be the first.
Coordinate care, tech and daily life so someone stays independent longer.
No one has signalled on this path yet — be the first.
A tiny studio that makes other people's shows sound and look professional.
No one has signalled on this path yet — be the first.
Run a paid community that stays alive because someone tends it.
No one has signalled on this path yet — be the first.
Create and run characters that perform, present and sell.
No one has signalled on this path yet — be the first.
Design things people walk into rather than watch on a screen.
No one has signalled on this path yet — be the first.
Be the senior operator several small companies share.
No one has signalled on this path yet — be the first.
Build and run automations for companies that will never hire for it.
No one has signalled on this path yet — be the first.
Answer hard questions for people whose time is worth more than the fee.
No one has signalled on this path yet — be the first.
Package what you know into something that sells while you sleep.
No one has signalled on this path yet — be the first.
Bring modern tooling to the businesses on your own high street.
No one has signalled on this path yet — be the first.
Sell one clearly defined engagement over and over instead of custom projects.
No one has signalled on this path yet — be the first.
Keep someone's notes, files and memory in a state they can use.
No one has signalled on this path yet — be the first.
Run a small software product that quietly pays for a life.
No one has signalled on this path yet — be the first.
Collect the data a specific industry needs and nobody else bothers with.
No one has signalled on this path yet — be the first.
Handle a whole category of hassle for people who will pay to skip it.
No one has signalled on this path yet — be the first.
Make a real physical product in small numbers and sell it directly.
No one has signalled on this path yet — be the first.
Teach the conversations people avoid — clearly, kindly and with practice.
No one has signalled on this path yet — be the first.
Train people to ask for more and hold their nerve.
No one has signalled on this path yet — be the first.
Design how a person or a team actually gets good at something.
No one has signalled on this path yet — be the first.
Start and hold together a group of people who need each other.
No one has signalled on this path yet — be the first.
Design buildings and components made to be printed rather than assembled.
No one has signalled on this path yet — be the first.
Decide what a system should and should not do, and make it stick in practice.
No one has signalled on this path yet — be the first.
Fly commercial aircraft; heavy automation, human judgement still the point.
No one has signalled on this path yet — be the first.
Push what models can do — research, not just wiring APIs together.
No one has signalled on this path yet — be the first.
Build, install and maintain the systems replacing fossil infrastructure.
No one has signalled on this path yet — be the first.
Make prosthetics, organs and implants — engineering with a biology brief.
No one has signalled on this path yet — be the first.
Compete at a level people will pay to watch, coach or sponsor.
No one has signalled on this path yet — be the first.
Design experiences layered onto real places — tours, training, play.
No one has signalled on this path yet — be the first.
Look after the digital personas people and brands live behind.
No one has signalled on this path yet — be the first.
Find the signal in data too large to eyeball.
No one has signalled on this path yet — be the first.
Where wet lab meets code: bioinformatics, synthetic biology, lab automation.
No one has signalled on this path yet — be the first.
Run a function or a company — the job is judgement under uncertainty.
No one has signalled on this path yet — be the first.
Keep systems and people from being taken apart by others.
No one has signalled on this path yet — be the first.
Buy, package and sell data legally and defensibly.
No one has signalled on this path yet — be the first.
Take complex products apart for reuse — the reverse of manufacturing.
No one has signalled on this path yet — be the first.
Keep crowded low airspace from becoming a crash site.
No one has signalled on this path yet — be the first.
Run the whole loop: product, listing, ads, fulfilment, returns.
No one has signalled on this path yet — be the first.
Help people learn things that change what they can do.
No one has signalled on this path yet — be the first.
Skilled, human work that automation is least able to touch.
No one has signalled on this path yet — be the first.
Make a technical team produce more than the sum of its people.
No one has signalled on this path yet — be the first.
Decide how all the systems in a large organisation fit together.
No one has signalled on this path yet — be the first.
Make things people choose to spend their evening on.
No one has signalled on this path yet — be the first.
Compete, coach, cast or run teams in competitive gaming.
No one has signalled on this path yet — be the first.
Teach people to operate personal air vehicles safely.
No one has signalled on this path yet — be the first.
Build interactive systems people play with for fun.
No one has signalled on this path yet — be the first.
Design biological edits — the deepest technical and ethical work there is.
No one has signalled on this path yet — be the first.
Interfaces between bodies and machines: implants, exoskeletons, BCIs.
No one has signalled on this path yet — be the first.
Move capital where it compounds; brutal hours, real leverage.
No one has signalled on this path yet — be the first.
Put models into production and keep them honest there.
No one has signalled on this path yet — be the first.
Train, compete, teach — a discipline that also becomes a livelihood.
No one has signalled on this path yet — be the first.
Work on how memory is trained, preserved, restored or recorded.
No one has signalled on this path yet — be the first.
The hardest surgical specialism; decades of training, unmatched depth.
No one has signalled on this path yet — be the first.
Medicine for people who cannot yet explain what is wrong.
No one has signalled on this path yet — be the first.
Help individuals own, price and license their own data.
No one has signalled on this path yet — be the first.
Extraction engineering — declining, but the skills transfer to geothermal.
No one has signalled on this path yet — be the first.
High-trust personal work: estate, security, logistics, household.
No one has signalled on this path yet — be the first.
Medical treatment of mental illness.
No one has signalled on this path yet — be the first.
Help people change how they think, feel and act.
No one has signalled on this path yet — be the first.
Teach confidence, conversation and connection — done ethically.
No one has signalled on this path yet — be the first.
Design and install water capture where supply is failing.
No one has signalled on this path yet — be the first.
Source, track and secure the materials everything else depends on.
No one has signalled on this path yet — be the first.
Quantify what could go wrong and decide what to do about it.
No one has signalled on this path yet — be the first.
Build, deploy and keep fleets of robots working.
No one has signalled on this path yet — be the first.
Find the people a thing genuinely helps and get them to say yes.
No one has signalled on this path yet — be the first.
Build systems that survive contact with users and time.
No one has signalled on this path yet — be the first.
Keep services running to a promise, not just to a plan.
No one has signalled on this path yet — be the first.
Concierge, advisory and bespoke work for a small demanding market.
No one has signalled on this path yet — be the first.
Remove complexity from products, processes and organisations.
No one has signalled on this path yet — be the first.
A portfolio of hands-on local work machines still cannot do.
No one has signalled on this path yet — be the first.
Turn a customer problem into a system that can actually be built.
No one has signalled on this path yet — be the first.
Operate — the most demanding form of applied manual skill.
No one has signalled on this path yet — be the first.
Teach people to cope when systems stop working.
No one has signalled on this path yet — be the first.
Generalist builder across hardware, software and everything between.
No one has signalled on this path yet — be the first.
Operate remotely through robotic systems.
No one has signalled on this path yet — be the first.
Not a job — a strategy. Being unmistakably good at what you already do.
No one has signalled on this path yet — be the first.
Design with waste as the primary material.
No one has signalled on this path yet — be the first.
Grow food in controlled indoor environments.
No one has signalled on this path yet — be the first.
Design places that only exist as software, and the rules inside them.
No one has signalled on this path yet — be the first.
Make teams do better work with less friction.
No one has signalled on this path yet — be the first.
Turn what happened, or could, into something people finish reading.
No one has signalled on this path yet — be the first.
Report stories people step inside rather than read.
No one has signalled on this path yet — be the first.
A carpenter who designs in CAD and cuts on a CNC, selling custom furniture and fit-outs online instead of waiting for local jobs.
The kit that upgrades it
No one has signalled on this path yet — be the first.
A qualified electrician who also commissions smart homes, solar, batteries and EV chargers.
The kit that upgrades it
No one has signalled on this path yet — be the first.
A cook who turns their kitchen into a small food business: ghost kitchen, packaged product, and an audience that orders before you cook.
The kit that upgrades it
No one has signalled on this path yet — be the first.
A tailor using 3D body scanning and on-demand production to sell fitted clothing beyond walking distance.
The kit that upgrades it
No one has signalled on this path yet — be the first.
A mechanic who works on high-voltage drivetrains and software faults, not just engines.
The kit that upgrades it
No one has signalled on this path yet — be the first.
A working farmer adding sensors, drones and data to squeeze more from the same land.
The kit that upgrades it
No one has signalled on this path yet — be the first.
A photographer selling volume and speed: AI-assisted editing, virtual sets and product imagery at scale.
The kit that upgrades it
No one has signalled on this path yet — be the first.
A teacher running their own small tutoring practice with AI doing the drilling and marking.
The kit that upgrades it
No one has signalled on this path yet — be the first.
A stylist who fills their own chair through content and booking software instead of relying on a salon.
The kit that upgrades it
No one has signalled on this path yet — be the first.
A builder using prefabrication, drone surveys and BIM models to finish faster with fewer surprises.
The kit that upgrades it
No one has signalled on this path yet — be the first.
A bookkeeper or accountant who automates the compliance work and sells advice with the time freed up.
The kit that upgrades it
No one has signalled on this path yet — be the first.
A coach programming from wearable data and selling online alongside in-person sessions.
The kit that upgrades it
No one has signalled on this path yet — be the first.