DeepClad™
All careers
90

AI & data · AI & Engineering

Research Scientist

Focuses on academic or industrial research to discover new algorithms and push boundaries.

IroncladCladScore™ 90/100 · Ironclad

Career economics

Average salary
$170k / yr
Upper estimate
$300k / yr
Growth estimate
+15%
Demand
High
Green-energy relevance
35/100
AI exposure
Low

Requirements

Eyesight
Normal
Fitness
Low
Work at heights
Not typical
Own tools
Not typical

Skills that matter

  • Math · Technical100
  • Writing · Soft90
  • Coding · Technical90

A day in the work

  1. 1

    Hypothesize

    Theory.

  2. 2

    Exp

    Test.

  3. 3

    Publish

    Paper.

Trade matrix analysis

Six factors on one chart. A wider shape means more strength — but a high entry barrier or physical demand is a cost, not a benefit.

Pay ceiling
100 · Upper estimate $300k
Resilience
90 · CladScore 90
Growth
88 · +15% estimate
Entry barrier
75 · Multi-year training
Physical demand
40 · Fitness: Low
Green relevance
35 · 35/100

Verdict · Ironclad growth

High resilience and strong growth — a rare combination worth prioritising.

Illustrative 5-year pay path

Sustained demand: the role is structurally embedded in modern infrastructure and services.

Not directly green-tech, but materials, waste and energy rules will still change the job.

Derived from DeepClad's illustrative catalogue, not a live forecast.

Your pathway in

  1. Step 1

    PhD

    5 Years · PhD · Estimate $100k

  2. Then: build experience, specialise, and keep credentials current. Requirements vary by location.

Where it can lead

Ironclad95

ML Engineer

Math

Ironclad90

Pipefitter

Math

Ironclad95

AI Architect

Open full pivot map

Illustrative figures from the supplied catalogue, not a live labour-market forecast. USD estimates vary by region.