S
SHFT
Possibility Engine

Paths you may never have considered

Built from a recurring pattern in your activity: teaching, technology and independence.

A recurring pattern we've noticed

You seem increasingly drawn to work that combines explaining, building and owning your own time. These four directions all sit at that intersection — some inside a company, some outside it.

Developer Advocate

You gravitate toward teaching, technology and independence. This role pays for all three at once.

91% pattern match
What the work is actually like

Half educator, half engineer. Talks, writing, demos, and being the bridge between users and product.

Potential economics

Estimated $110k–$190k in most markets. Estimates, not guarantees.

What you already have
  • Explaining complex things simply
  • Technical curiosity
  • Comfort being visible
What you'd need to learn
  • Public speaking at scale
  • Developer tooling depth
  • Content production
Lifestyle

Remote-heavy, travel optional, high autonomy, public profile grows over time.

Risks

Sits between teams; impact can be hard to measure in some companies.

First experiment

Write a 700-word tutorial on something you learned this month and publish it.

Try before you SHFT →

Technical Trainer

Teaching energises you and you already translate jargon for colleagues without being asked.

84% pattern match
What the work is actually like

Designing and delivering training programmes inside companies or independently.

Potential economics

Estimated $80k–$150k employed; $1,500–$5,000 per day independently. Estimates only.

What you already have
  • Patience
  • Structure
  • Domain knowledge
What you'd need to learn
  • Curriculum design
  • Facilitation
  • Assessment
Lifestyle

Predictable, people-heavy, strong independent option later.

Risks

Can plateau without a specialisation.

First experiment

Run a 30-minute lunch-and-learn at work on any topic you know well.

Try before you SHFT →

AI Implementation Specialist

You've watched more on applied AI than any other topic, and you like fixing operational problems.

88% pattern match
What the work is actually like

Finding repetitive work inside organisations and rebuilding it with AI tooling.

Potential economics

Estimated $100k–$200k employed; consulting projects commonly $8k–$60k. Estimates only.

What you already have
  • Process instinct
  • Tool fluency
  • Stakeholder trust
What you'd need to learn
  • Automation platforms
  • Evaluation and safety basics
  • Scoping and pricing
Lifestyle

Project-based, high demand, transferable across industries.

Risks

Fast-moving field — the tooling half-life is short.

First experiment

Automate one recurring task in your current job this week and measure the time saved.

Try before you SHFT →

Customer Education Lead

A quieter version of the same pattern — teaching, product, and measurable outcomes.

76% pattern match
What the work is actually like

Building the help centre, courses and onboarding that make customers successful.

Potential economics

Estimated $85k–$160k. Estimates only.

What you already have
  • Writing
  • Empathy
  • Structure
What you'd need to learn
  • Instructional design
  • Video production
  • Analytics
Lifestyle

Stable, remote-friendly, low travel.

Risks

Often under-resourced; requires internal advocacy.

First experiment

Rewrite one confusing internal doc so a new starter could follow it.

Try before you SHFT →

All compensation figures are estimates and ranges. They are never guarantees, and they vary by market, experience and employer.