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Matrix Results

21 Nodes Found
Engineering & Manufacturing

Ship Surveyor

Juruukur Kapal (Pemeriksa Keselamatan & Klasifikasi Marin)

"Ship Surveyors (Marine Surveyors / Classification Society Surveyors) are the ultimate legal auditors of the ocean. To strictly differentiate: The Naval Architect designs the ship. The Shipbuilding Engineer builds it. The Marine Engineer maintains the engine. The Ship Surveyor is the external, independent authority who walks onto the ship, inspects everyone's work, and legally declares if the ship is safe to float."

MY Demand 85%
AI Risk 20%
Start: RM 6,000 - RM 9,000 (Junior Surveyor)
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Engineering & Manufacturing

Shipbuilding Engineer

Jurutera Pembinaan Kapal (Senibina Kapal & Limbungan)

"Shipbuilding Engineers are the construction managers of the ocean. To strictly differentiate: The Naval Architect sits in an office and draws the shape of the hull to ensure it floats. The Marine Engineer designs the engine. The Shipbuilding Engineer is the person standing in the dirty, deafening drydock, figuring out exactly how to weld 10,000 tons of steel together to actually build the ship."

MY Demand 85%
AI Risk 15%
Start: RM 3,500 - RM 5,500
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Engineering & Manufacturing

Signal & Communications Technician (Rail)

Teknisi Isyarat dan Komunikasi Landasan

"Signal & Communications Technicians are the digital brain keepers of the railway network. They calibrate electronic interlocking systems, maintain fiber optic telemetry streams, and troubleshoot automated wayside transponders to ensure trains move safely without colliding."

MY Demand 89%
AI Risk 15%
Start: RM 2,500 - RM 3,800
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Engineering & Manufacturing

Skilled Worker K3 H11

Tukang K3 H11

"Skilled Worker K3 is the essential technical backbone of government infrastructure. They are the skilled tradespeople who ensure that public buildings and essential systems function safely."

MY Demand 85%
AI Risk 10%
Start: RM 1,218 - RM 1,800
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Engineering & Manufacturing

Solar PV Installer

Pemasang Suria PV

"Solar PV Installers are the frontline builders of the clean energy transition. They deploy directly onto building rooftops and mega solar farm fields, physically assembling photovoltaic structures, routing high voltage electrical lines, and integrating clean generation modules into electrical grids."

MY Demand 92%
AI Risk 15%
Start: RM 2,500 - RM 3,800
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Engineering & Manufacturing

Solar PV System Designer

Perekabentuk Sistem Solar PV

"The Solar PV System Designer is the technical mastermind behind the transition to solar energy. They are responsible for calculating exactly how many solar panels are needed, where they should be placed, and how they safely integrate into the existing electrical grid."

MY Demand 90%
AI Risk 15%
Start: RM 3,200 - RM 4,800
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Engineering & Manufacturing

Space Engineer

Jurutera Angkasa Lepas (Satelit & Sistem)

"Space Engineers (Spacecraft Systems Engineers) are the architects of the cosmos. To strictly differentiate: The "Aerospace Researcher" is an academic who discovers the theoretical math of orbits. The "Space Technologist" physically bolts the satellite together in the cleanroom. The "Space Engineer" sits in the middle, using CAD and physics to blueprint the satellite so it survives the brutal launch and the freezing vacuum of space."

MY Demand 85%
AI Risk 10%
Start: RM 4,500 - RM 7,000
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Engineering & Manufacturing

Space Technologist

Ahli Teknologi Angkasa (Penyepaduan & Ujian Perkakasan)

"Space Technologists (AIT Engineers - Assembly, Integration, and Testing) are the surgeons of the satellite world. To strictly differentiate: The "Space Engineer" designs the satellite on a computer. The "Space Technologist" puts on a full-body sterile hazmat suit, enters an ultra-clean laboratory, and uses specialized tools to physically bolt the multi-million-ringgit solar panels onto the satellite chassis."

MY Demand 85%
AI Risk 15%
Start: RM 3,500 - RM 5,000
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Engineering & Manufacturing

Spare Parts Clerk

Kerani Alat Ganti Kereta

"Spare Parts Clerks act as the inventory masterminds of service centers and warehouses. They manage complex supply logs, identify mechanical components with part numbers, and optimize workflow pipelines."

MY Demand 85%
AI Risk 35%
Start: RM 1,800 - RM 2,600
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