Artur Polizel Doom Score: 52/100 — NERVOUS

Artur Polizel

NERVOUS

13 years at Sardine and still fishing for job security in the AI tsunami

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Analysis

A seasoned Brazilian software engineer with solid tenure, but even 13 years of experience won't save you when Cursor and Copilot are writing better code than most humans. At Sardine (fraud detection), you're in a company that probably uses AI heavily — which means you've seen the writing on the wall firsthand.

Skills at Risk

high

General Software Development

AI coding assistants like Cursor and GitHub Copilot are automating 40-80% of routine development tasks

medium

Code Review

AI can now detect bugs, security issues, and suggest improvements faster than human reviewers

high

Database Operations

SQL generation, query optimization, and basic CRUD operations are trivial for LLMs

high

Testing & QA

Automated test generation and execution is already standard, AI can write comprehensive test suites

high

Documentation

AI generates better documentation than most developers, directly from code

Skills That Save You

Leadership & Team Management

13 years of experience likely includes people management — AI can't replace human leadership and team dynamics

System Architecture

High-level system design and architectural decisions still require human judgment and business context

Fraud Detection Domain Knowledge

Deep understanding of financial fraud patterns and regulatory compliance isn't easily replicated

Cross-Cultural Communication

Being bilingual in English/Portuguese in Brazil's tech market provides unique value

AI Timeline

~5years until significant automation of this role

🛟Survival Guide

💡

Pivot to Staff+ Engineering or Technical Leadership

Focus on system architecture, technical strategy, and mentoring. Companies will always need humans to make high-level technical decisions and guide teams.

😏

Start a Caipirinha Cart

Fun

When the AI overlords take over Sardine's codebase, at least you'll have a recession-proof business serving drinks to other displaced developers.

💡

Double Down on Fraud/FinTech Domain Expertise

Become the go-to expert on financial regulations, compliance, and fraud patterns. This domain knowledge combined with technical skills creates a valuable niche that's harder to automate.

😏

Learn to Speak AI

Fun

Become a 'Prompt Engineer' — the modern equivalent of being a horse whisperer, except the horses are neural networks and they're plotting your replacement.

AI Job Losses in Your Industry

Technology

98,371

jobs lost

companies

events