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Employability reports by trade

Evidence-based career employability and future-readiness reports for 163 NSQF/CTS trades. Each scores the trade on the Course Employability Score (CES) and leads with the honest automation question, backed by cited research.

Engineering (88)

53
Additive Manufacturing Technician (3D Printing)
Uncertain outcomes · 16 cited sources · 8 pages
42
Aeronautical Structure and Equipment Fitter
Uncertain outcomes · 17 cited sources · 10 pages
67
Architectural Draughtsman
Moderate employability · 18 cited sources · 9 pages
57
Attendant Operator (Chemical Plant)
Uncertain outcomes · 17 cited sources · 9 pages
67
CAM Programmer
Moderate employability · 18 cited sources · 10 pages
60
CNC Machining Technician
Moderate employability · 20 cited sources · 10 pages
42
Central Air Condition Plant Mechanic
Uncertain outcomes · 17 cited sources · 9 pages
70
Civil Engineering Assistant
Moderate employability · 16 cited sources · 9 pages
48
Domestic Painter
Uncertain outcomes · 16 cited sources · 9 pages
66
Draughtsman (Civil)
Moderate employability · 20 cited sources · 10 pages
66
Draughtsman Mechanical
Moderate employability · 17 cited sources · 10 pages
60
Electrician
Moderate employability · 16 cited sources · 9 pages
57
Electrician-Power Distribution
Uncertain outcomes · 18 cited sources · 9 pages
59
Electronics Mechanic
Uncertain outcomes · 16 cited sources · 9 pages
52
Electroplater
Uncertain outcomes · 15 cited sources · 9 pages
56
Engineering Design Technician
Uncertain outcomes · 19 cited sources · 10 pages
63
Fitter
Moderate employability · 15 cited sources · 10 pages
64
Food Processing Equipment Technician
Moderate employability · 16 cited sources · 9 pages
42
Foundryman
Uncertain outcomes · 15 cited sources · 9 pages
44
Green Hydrogen Production Technician
Uncertain outcomes · 15 cited sources · 9 pages
53
In-Plant Logistics Assistant
Uncertain outcomes · 15 cited sources · 9 pages
62
Industrial Painter
Moderate employability · 17 cited sources · 10 pages
52
Industrial Robotics and Digital Manufacturing Technician
Uncertain outcomes · 15 cited sources · 9 pages
47
Information Technology
Uncertain outcomes · 16 cited sources · 9 pages
58
Information and Communication Technology System Maintenance
Uncertain outcomes · 17 cited sources · 9 pages
64
Instrument Mechanic
Moderate employability · 15 cited sources · 10 pages
54
Instrument Mechanic (Chemical Plant)
Uncertain outcomes · 17 cited sources · 10 pages
63
Interior Design and Decoration
Moderate employability · 20 cited sources · 10 pages
51
Laboratory Assistant (Chemical Plant)
Uncertain outcomes · 15 cited sources · 10 pages
48
Lift and Escalator Mechanic
Uncertain outcomes · 16 cited sources · 9 pages
56
Machinist
Uncertain outcomes · 16 cited sources · 9 pages
65
Machinist Grinder
Moderate employability · 18 cited sources · 9 pages
52
Maintenance Mechanic (Chemical Plant)
Uncertain outcomes · 15 cited sources · 9 pages
57
Manufacturing Process Control and Automation
Uncertain outcomes · 17 cited sources · 10 pages
61
Marine Engine Fitter
Moderate employability · 18 cited sources · 10 pages
63
Marine Fitter
Moderate employability · 17 cited sources · 10 pages
42
Mason (Building Constructor)
Uncertain outcomes · 17 cited sources · 9 pages
44
Mechanic Agricultural Machinery
Uncertain outcomes · 15 cited sources · 9 pages
50
Mechanic Auto Body Painting
Uncertain outcomes · 15 cited sources · 9 pages
56
Mechanic Auto Body Repair
Uncertain outcomes · 19 cited sources · 10 pages
57
Mechanic Auto Electrical and Electronics
Uncertain outcomes · 18 cited sources · 10 pages
49
Mechanic Consumer Electronic Appliances
Uncertain outcomes · 15 cited sources · 9 pages
64
Mechanic Diesel
Moderate employability · 15 cited sources · 9 pages
56
Mechanic Electric Vehicle
Uncertain outcomes · 17 cited sources · 9 pages
42
Mechanic Lens/Prism Grinding
Uncertain outcomes · 19 cited sources · 9 pages
58
Mechanic Machine Tool Maintenance
Uncertain outcomes · 15 cited sources · 9 pages
57
Mechanic Mining Machinery
Uncertain outcomes · 17 cited sources · 9 pages
61
Mechanic Motor Vehicle
Moderate employability · 18 cited sources · 10 pages
54
Mechanic Tractor
Uncertain outcomes · 18 cited sources · 9 pages
46
Mechanic Two and Three Wheeler
Uncertain outcomes · 18 cited sources · 9 pages
70
Operator Advanced Machine Tool
Moderate employability · 18 cited sources · 10 pages
47
Painter (General)
Uncertain outcomes · 14 cited sources · 10 pages
61
Plastic Processing Operator
Moderate employability · 18 cited sources · 10 pages
63
Plumber
Moderate employability · 14 cited sources · 9 pages
42
Pump Operator cum Mechanic
Uncertain outcomes · 16 cited sources · 10 pages
51
Refractory Technician
Uncertain outcomes · 18 cited sources · 9 pages
62
Refrigeration and Air Conditioning Technician
Moderate employability · 15 cited sources · 9 pages
60
Rubber Technician
Uncertain outcomes · 15 cited sources · 9 pages
53
SemiConductor Technician
Uncertain outcomes · 17 cited sources · 10 pages
64
Sheet Metal Worker
Moderate employability · 16 cited sources · 10 pages
42
Small Hydro Power Plant Technician
Uncertain outcomes · 15 cited sources · 9 pages
61
Solar Technician (Electrical)
Moderate employability · 17 cited sources · 9 pages
58
Spinning Technician
Uncertain outcomes · 18 cited sources · 9 pages
51
Stone Mining Machine Operator
Uncertain outcomes · 16 cited sources · 9 pages
44
Stone Processing Machine Operator
Uncertain outcomes · 16 cited sources · 9 pages
70
Surveyor
Moderate employability · 17 cited sources · 9 pages
60
Technician Electronics System Design and Repair
Moderate employability · 20 cited sources · 10 pages
55
Technician Mechatronics
Uncertain outcomes · 15 cited sources · 10 pages
60
Technician Medical Electronics
Uncertain outcomes · 16 cited sources · 9 pages
63
Technician Power Electronics Systems
Moderate employability · 16 cited sources · 9 pages
48
Textile Mechatronics
Uncertain outcomes · 15 cited sources · 9 pages
51
Textile Wet Processing Technician
Uncertain outcomes · 17 cited sources · 10 pages
64
Tool and Die Maker (Dies and Moulds)
Moderate employability · 18 cited sources · 10 pages
58
Tool and Die Maker (Press Tools, Jigs and Fixtures)
Uncertain outcomes · 15 cited sources · 9 pages
62
Turner
Moderate employability · 16 cited sources · 9 pages
46
Vessel Navigator
Uncertain outcomes · 17 cited sources · 9 pages
68
Virtual Analysis and Designer
Moderate employability · 19 cited sources · 9 pages
63
Warehouse Technician
Moderate employability · 18 cited sources · 11 pages
58
Weaving Technician
Uncertain outcomes · 18 cited sources · 9 pages
61
Welder
Moderate employability · 18 cited sources · 9 pages
61
Welder (Fabrication and Fitting)
Moderate employability · 18 cited sources · 10 pages
60
Welder (GMAW and GTAW)
Uncertain outcomes · 20 cited sources · 10 pages
54
Welder (Pipe)
Uncertain outcomes · 16 cited sources · 9 pages
69
Welder (Structural)
Moderate employability · 16 cited sources · 10 pages
63
Welder (Welding and Inspection)
Moderate employability · 18 cited sources · 10 pages
51
Wind Plant Technician
Uncertain outcomes · 18 cited sources · 9 pages
65
Wireman
Moderate employability · 18 cited sources · 9 pages
51
Wood Work Technician
Uncertain outcomes · 17 cited sources · 10 pages

Non-Engineering (75)

59
5G Network Technician
Uncertain outcomes · 17 cited sources · 9 pages
55
Agro Processing
Uncertain outcomes · 15 cited sources · 9 pages
53
Artificial Intelligence Programming Assistant
Uncertain outcomes · 15 cited sources · 9 pages
44
Baker and Confectioner
Uncertain outcomes · 16 cited sources · 9 pages
46
Bamboo Works
Uncertain outcomes · 18 cited sources · 9 pages
42
Basohli Painting Artist
Uncertain outcomes · 17 cited sources · 9 pages
42
Carpet Weaving Artisan - Handloom
Uncertain outcomes · 16 cited sources · 9 pages
63
Catering and Hospitality Assistant
Moderate employability · 18 cited sources · 9 pages
42
Computer Aided Embroidery and Designing
Uncertain outcomes · 17 cited sources · 9 pages
61
Computer Hardware and Network Maintenance
Moderate employability · 15 cited sources · 10 pages
52
Computer Operator and Programming Assistant
Uncertain outcomes · 15 cited sources · 9 pages
48
Cosmetology
Uncertain outcomes · 15 cited sources · 9 pages
62
Cyber Security Assistant
Moderate employability · 16 cited sources · 9 pages
46
Dairying
Uncertain outcomes · 15 cited sources · 9 pages
48
Data Annotation Assistant
Uncertain outcomes · 16 cited sources · 9 pages
72
Data Entry Operator
Moderate employability · 17 cited sources · 9 pages
59
Database System Assistant
Uncertain outcomes · 19 cited sources · 10 pages
44
Dental Laboratory Equipment Technician
Uncertain outcomes · 18 cited sources · 9 pages
65
Desktop Publishing Operator
Moderate employability · 15 cited sources · 9 pages
65
Digital Photographer
Moderate employability · 15 cited sources · 10 pages
45
Dress Making
Uncertain outcomes · 17 cited sources · 9 pages
42
Driver cum Mechanic (LMV)
Uncertain outcomes · 17 cited sources · 9 pages
42
Drone Pilot (Junior)
Uncertain outcomes · 20 cited sources · 9 pages
62
Drone Technician
Moderate employability · 18 cited sources · 10 pages
62
Early Childhood Educator
Moderate employability · 16 cited sources · 9 pages
59
Fashion Design and Technology
Uncertain outcomes · 17 cited sources · 9 pages
52
Fiber to Home Technician
Uncertain outcomes · 17 cited sources · 9 pages
74
Finance Executive
Moderate employability · 15 cited sources · 10 pages
59
Fire Technology and Industrial Safety Management
Uncertain outcomes · 16 cited sources · 9 pages
56
Fireman
Uncertain outcomes · 18 cited sources · 10 pages
45
Floriculture and Landscaping
Uncertain outcomes · 17 cited sources · 9 pages
58
Food Beverage
Uncertain outcomes · 18 cited sources · 9 pages
55
Food Production (General)
Uncertain outcomes · 16 cited sources · 9 pages
55
Food and Beverages Service Assistant
Uncertain outcomes · 20 cited sources · 9 pages
44
Footwear Maker
Uncertain outcomes · 16 cited sources · 9 pages
69
Front Office Assistant
Moderate employability · 16 cited sources · 10 pages
57
Fruits and Vegetables Processing
Uncertain outcomes · 18 cited sources · 9 pages
42
Geo-Informatics Assistant
Uncertain outcomes · 17 cited sources · 10 pages
56
Geriatric (Old Age) Care
Uncertain outcomes · 18 cited sources · 9 pages
58
Hand Embroidery Artisan
Uncertain outcomes · 15 cited sources · 9 pages
73
Health Safety and Environment
Moderate employability · 18 cited sources · 9 pages
51
Health Sanitary Inspector
Uncertain outcomes · 18 cited sources · 9 pages
44
Honey Processing Technician
Uncertain outcomes · 15 cited sources · 9 pages
60
Horticulture
Uncertain outcomes · 16 cited sources · 9 pages
63
Hospital Housekeeping
Moderate employability · 18 cited sources · 10 pages
42
Housekeeper
Uncertain outcomes · 17 cited sources · 9 pages
69
Human Resource Executive
Moderate employability · 15 cited sources · 10 pages
42
Industrial IoT Technician
Uncertain outcomes · 16 cited sources · 9 pages
42
IoT Technician (Smart Agriculture)
Uncertain outcomes · 18 cited sources · 9 pages
42
IoT Technician (Smart City)
Uncertain outcomes · 17 cited sources · 9 pages
42
IoT Technician (Smart Healthcare)
Uncertain outcomes · 19 cited sources · 9 pages
42
Leather Goods Maker
Uncertain outcomes · 15 cited sources · 9 pages
73
Marketing Executive
Moderate employability · 19 cited sources · 10 pages
52
Milk and Milk Product Technician
Uncertain outcomes · 15 cited sources · 9 pages
61
Multimedia Animation and Special Effects
Moderate employability · 15 cited sources · 10 pages
57
Nursery and Orchard Technician
Uncertain outcomes · 18 cited sources · 10 pages
42
Papier Mache Artisan
Uncertain outcomes · 17 cited sources · 9 pages
71
Photographer
Moderate employability · 14 cited sources · 9 pages
66
Physiotherapy Technician
Moderate employability · 19 cited sources · 10 pages
68
Radiology Technician
Moderate employability · 17 cited sources · 9 pages
54
Secretarial Practice (English)
Uncertain outcomes · 15 cited sources · 9 pages
50
Sewing Technology
Uncertain outcomes · 19 cited sources · 9 pages
46
Shawl Weaving Artisan
Uncertain outcomes · 19 cited sources · 9 pages
42
Smartphone Technician cum App Tester
Uncertain outcomes · 18 cited sources · 9 pages
62
Software Testing Assistant
Moderate employability · 17 cited sources · 9 pages
42
Soil Testing and Crop Technician
Uncertain outcomes · 15 cited sources · 9 pages
42
Spa Therapy
Uncertain outcomes · 18 cited sources · 9 pages
42
Stenographer Secretarial Assistant (English)
Uncertain outcomes · 17 cited sources · 10 pages
48
Surface Ornamentation Techniques (Embroidery)
Uncertain outcomes · 20 cited sources · 9 pages
57
Tourist Guide
Uncertain outcomes · 18 cited sources · 9 pages
42
Traditional Phulkari Artisan
Uncertain outcomes · 15 cited sources · 9 pages
67
Travel and Tour Assistant
Moderate employability · 17 cited sources · 9 pages
74
Video Cameraman
Moderate employability · 17 cited sources · 9 pages
51
Weaving Technician for Silk and Woolen Fabrics
Uncertain outcomes · 17 cited sources · 10 pages
42
Wood Carving Artisan
Uncertain outcomes · 17 cited sources · 9 pages
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