C05Computing & Data
MCA & MCA (AI & Data Science)
Computer ApplicationsAI & Data Science
13
Mapped Career Paths
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Selecting a degree or academic program does not automatically grant statutory qualification or license to practice in regulated professions (such as Nursing, Pharmacy, Law, Medicine, or Architecture). Always verify required council registrations, bar council admissions, state clearances, and requisite clinical or internship hours.
Mapped Job Roles (13)
Data Analyst
Family: data Key Competency Fields:
SQLExcelPython/RPower BI/Tableaustatistics+2 more
Sections to emphasize:
educationskillsexperienceprojectscertifications
Check local licensing, statutory registration, and employer requirements where applicable.
Business Intelligence Analyst
Family: data Key Competency Fields:
SQLBI toolsKPI designdata modelingdashboard portfolio+1 more
Sections to emphasize:
educationskillsexperienceprojectscertifications
Check local licensing, statutory registration, and employer requirements where applicable.
Data Scientist (entry-level)
Family: data Key Competency Fields:
Python/RstatisticsML methodsdata cleaningexperiments+2 more
Sections to emphasize:
educationskillsexperienceprojectscertifications
Check local licensing, statutory registration, and employer requirements where applicable.
Machine Learning Engineer (entry-level)
Family: data Key Competency Fields:
PythonML frameworksmodel deploymentAPIsMLOps basics+1 more
Sections to emphasize:
educationskillsexperienceprojectscertifications
Check local licensing, statutory registration, and employer requirements where applicable.
AI Engineer (entry-level)
Family: data Key Competency Fields:
PythonML/deep learningLLM or AI frameworksAPIsevaluation+1 more
Sections to emphasize:
educationskillsexperienceprojectscertifications
Check local licensing, statutory registration, and employer requirements where applicable.
Data Engineer (entry-level)
Family: data Key Competency Fields:
SQLPythonETL/ELTdata warehousesorchestration+2 more
Sections to emphasize:
educationskillsexperienceprojectscertifications
Check local licensing, statutory registration, and employer requirements where applicable.
Research Assistant – AI/Data
Family: data Key Competency Fields:
Research interestsmethodspublications/postersdatasetscoding+1 more
Sections to emphasize:
educationskillsexperienceprojectscertifications
Check local licensing, statutory registration, and employer requirements where applicable.
Civil Site Engineer
Family: civil Key Competency Fields:
Site executiondrawingsBOQsurveyingconcrete/rebar+2 more
Sections to emphasize:
educationskillsexperienceprojectscertifications
Check local licensing, statutory registration, and employer requirements where applicable.
Structural Engineer (entry-level)
Family: civil Key Competency Fields:
Structural analysisdesign softwarecodescalculationsdesign projects
Sections to emphasize:
educationskillsexperienceprojectscertifications
Check local licensing, statutory registration, and employer requirements where applicable.
Quantity Surveyor / Estimation Engineer
Family: civil Key Competency Fields:
BOQquantity take-offrate analysisestimation softwaretendering
Sections to emphasize:
educationskillsexperienceprojectscertifications
Check local licensing, statutory registration, and employer requirements where applicable.
Planning Engineer
Family: civil Key Competency Fields:
SchedulingPrimavera/MS Projectprogress trackingreportingrisk/constraints
Sections to emphasize:
educationskillsexperienceprojectscertifications
Check local licensing, statutory registration, and employer requirements where applicable.
CAD / BIM Technician
Family: civil Key Competency Fields:
AutoCAD/Revit/Civil 3DdrawingsBIM modelsstandardsportfolio
Sections to emphasize:
educationskillsexperienceprojectscertifications
Check local licensing, statutory registration, and employer requirements where applicable.
Environmental Engineer (entry-level)
Family: civil Key Competency Fields:
Environmental assessmentssamplingcomplianceGIS/lab toolsprojects
Sections to emphasize:
educationskillsexperienceprojectscertifications
Check local licensing, statutory registration, and employer requirements where applicable.