#16 by score · #15 editorially · AI/ML and Data

Forward Deployed Engineer (FDE)

Tier 2 · Strong and stableAI risk: lowEstimate1 offer on SOLID.Jobs

NEW IN 2026: deploys AI in the customer's environment (the Palantir/OpenAI model); the fastest-growing title worldwide, with a lot of on-site work

Overall scoreDerived
6.82/ 10
#16 of 63 by score with the default weights. #15 in the editorial ranking.
  • Salary 30% × 5.91.77
  • AI resistance 35% × 9.03.15
  • Demand 20% × 7.01.40
  • Remote work 10% × 4.00.40
  • Low stress 5% × 2.00.10

Salary, k PLN per month

Estimate
05101520253035404550Estimate≈22–40

estimate MID → SENIORmidpoint, medianjunior (derived)

Range MID → SENIOR
≈22–40
Range midpoint
≈31.0
Junior Derived
≈15.5
Take-home, employment (UoP) Derived
≈21.1
Take-home, B2B flat-rate tax Derived
≈25.4

NOTE: this is NOT a junior salary! The bottom of the range = MID level (or just promoted from junior). The top of the range = an experienced SENIOR. Staff/principal/architect levels can earn above it.

Easiest transitions

Estimate
AI EngSolutions ArchitectFounding Eng (startup)

2-3 roles with the shortest path from this one (overlapping skills)

Key certifications

Estimate
deployment portfoliocloud + AI as a plus

Scores 1–10

Estimate
  • AI resistance9/10
    10 = rides the AI wave, 1 = highly automatable
  • Demand7/10
    10 = acute shortage of specialists, 1 = shrinking market
  • Remote work4/10
    10 = fully remote is the norm, 1 = mostly on-site
  • Stress8/10
    10 = heavy on-call / shifts / pressure, 1 = calm
  • Entry barrier8/10
    10 = years of prerequisites, 1 = open to beginners
  • Prestige8/10
    10 = elite reputation in the industry, 1 = underrated role; a subjective view of the title among engineers - informational, not part of the Score formula

The market in job ads

From job ads SOLID.Jobs · 30/10/2026

Too few offers for this role (1 offer, threshold 10). Below are statistics for the Data Science and AI category (145 offers), labelled as category data, not role data.

145offers in the category · 38 employers
25.2kcategory B2B median
24koverall median · 20.4–27.1k
46%remote in the category

Most common stack in Data Science and AI

  • Python
  • SQL
  • ML
  • Databricks
  • ETL
  • GCP
  • Azure
  • PySpark
  • AI
  • Data modeling
  • CI/CD
  • AWS

Most common in this role's 1 offer: Angular, CI/CD, DevOps, GraphQL, IaC, Prompt engineering. This is only indicative.

17925 Q116025 Q212925 Q313625 Q415726 Q120126 Q215326 Q33226 Q4
Offers per quarter in Data Science and AI · hollow dot = quarter in progress