Rahaf Jaber
0
SWEATING
Fresh out of BAU and already competing with Copilot for her first real ticket at Estarta Solutions.
More doomed than 68% of people
Your doom score of 68/100 puts you here on the AI apocalypse curve.
Analysis
Rahaf is a newly minted Computer Engineer at an outsourcing-heavy firm — exactly the kind of junior, commodity-skill role AI coding assistants are eating first. With no seniority, no specialization, and a generic 'passionate about solving problems' bio, she's got minimal moat against tools like Copilot and Cursor that already write the boilerplate she's likely assigned.
Skills at Risk
Basic Software Development / CRUD Coding
AI code assistants like Copilot, Cursor, and Claude Code now generate standard application code faster and cheaper than junior engineers.
Outsourced Client Project Work
Estarta Solutions operates in the outsourcing model, which is precisely the segment clients are pressuring to cut costs via AI automation.
Debugging Routine Code
AI tools increasingly catch and fix common bugs before a human even reviews the code.
Documentation & Ticket Writing
LLMs can now summarize requirements and generate technical docs with minimal human input.
Skills That Save You
Systems-Level Engineering Fundamentals
Her computer engineering background gives her foundational knowledge (architecture, hardware-software interplay) that generalist AI models still struggle to reason about deeply.
Client Communication in Outsourcing Context
Managing ambiguous client requirements and translating them into technical specs still needs human judgment AI can't fully replicate.
Adaptability as an Early-Career Engineer
Being fresh in her career, she has time to pivot toward AI-adjacent specializations before her current skillset becomes obsolete.
AI Timeline
🛟Survival Guide
Specialize immediately in AI-integration engineering
Move from generic app development into building and fine-tuning AI-powered features (RAG pipelines, agent orchestration) — this is where junior engineers are still in demand.
Become the office AI whisperer
FunVolunteer to 'audit' every Copilot-generated pull request; management loves a human scapegoat when the AI's code breaks production.
Build a public portfolio beyond coursework
Ship real projects on GitHub, contribute to open source, and get visible work that proves judgment and creativity — things resumes alone can't show.
Rebrand your job title to 'Prompt Diplomat'
FunWhen the AI writes the code and the client just wants someone to blame, being the designated human liaison might be the last stable job in outsourcing.
AI Job Losses in Your Industry
Technology
124,371
jobs lost
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companies
16
events
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~16,000
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