Lok Sabha Question No. 436 (STARRED), answered on 2026-03-23
Subject: Implementation of PMKVY 4.0 and Skill Hubs
Ministry: SKILL DEVELOPMENT AND ENTREPRENEURSHIP
Asked by: Shri Nalin Soren, Shri Shashank Mani

## GOVERNMENT OF INDIA

## MINISTRY OF SKILL DEVELOPMENT AND ENTREPRENEURSHIP

## LOK SABHA

## STARRED QUESTION NO. *436

ANSWERED ON 23.03.2026

## IMPLEMENTATION OF PMKVY 4.0 AND SKILL HUBS

- *436.  SHRI SHASHANK MANI: SHRI NALIN SOREN:

Will  the  Minister  of  SKILL  DEVELOPMENT  AND ENTREPRENEURSHIP be pleased to state:

- (a) the present status of implementation of Pradhan Mantri Kaushal Vikas Yojana (PMKVY) 4.0  including  the  number  of  candidates  trained,  certified  and  placed,  sectoral  coverage  and geographical spread during the last three years and the current year, State/UT-wise, particularly in  Keonjhar  Lok  Sabha  Constituency  in  Odisha,  Shahdol  Lok  Sabha  Constituency  and  tribal districts  in  Madhya  Pradesh,  Siddharthnagar  district  in  Uttar  Pradesh  and  Jalgaon  district  in Maharashtra;
- (b) the details of customised and future-skill job roles introduced in emerging domains such as Industry 4.0, artificial intelligence, drones, green energy and semiconductor manufacturing under the Scheme;
- (c) the details of the institutional ecosystem supporting PMKVY 4.0, including the number of Skill Hubs and training centres established, participation of Higher Educational Institutions (HEIs) and industry partners and funds allocated and utilised there under;
- (d) whether any such centres are operational in Bulandshahr district and number of youths trained therein and whether any steps have been taken by the Government to integrate emerging skill domains and industry partnerships to enhance employability of rural youth in districts such as Bulandshahr, if so, the details thereof;
- (e) whether the convergence of skill development with other flagship programmes has been operationalised to align it with regional priorities; and
- (f) if so, the details thereof  and its  measurable  impact  on sustainable  employment generation?

## ANSWER

THE  MINISTER  OF  STATE  (INDEPENDENT  CHARGE)  IN  THE  MINISTRY  OF  SKILL DEVELOPMENT AND ENTREPRENEURSHIP

(SHRI JAYANT CHAUDHARY)

- (a) to (f) A Statement is laid on the table of the House.

## STATEMENT REFERRED TO IN REPLY TO PARTS (a) TO (f) OF LOK SABHA STARRED QUESTION NO. *436 ANSWERED ON 23.03.2026 ASKED BY SHRI SHASHANK MANI, SHRI NALIN SOREN

(a)       In the last three years starting from FY 2022-23 and the current FY (as on 31.12.2025), a total  of  27,09,984  candidates  have  been  trained/  oriented  under  PMKVY  4.0  out  of  which 18,79,742 are certified. Details of candidates trained/ oriented and certified under PMKVY 4.0 in Keonjhar  Lok  Sabha  Constituency  in  Odisha,  Shahdol  Lok  Sabha  Constituency  in  Madhya Pradesh,  Siddharthnagar  district  in  Uttar  Pradesh  and  Jalgaon  district  in  Maharashtra  till 31.12.2025 is as under:

| State          | Lok Sabha Constituency   | Districts covered   |   Trained/ oriented |   certified |
|----------------|--------------------------|---------------------|---------------------|-------------|
| Odisha         | Keonjhar                 | Keonjhar            |                 545 |          93 |
|                |                          | Mayurbhanj          |                2462 |        1010 |
| Madhya Pradesh | Shahdol                  | Anuppur district    |                 652 |         195 |
|                |                          | Katni               |                5094 |        3172 |
|                |                          | Shahdol             |                2263 |        1445 |
|                |                          | Umaria              |                 573 |         115 |
| Uttar Pradesh  | -                        | Siddharthnagar      |                2360 |        1662 |
| Maharshtra     | -                        | Jalgaon             |                3426 |        2203 |

Under PMKVY, placements were tracked in the Short Term Training (STT) component of the first three versions of the Scheme, i.e., PMKVY 1.0, PMKVY 2.0 and PMKVY 3.0, implemented from FY 2015-16 to FY 2021-22. In the current version of the Scheme i.e. PMKVY 4.0 which is being implemented since  FY  2022-23, the focus  is  to  empower  trained  candidates  to  choose  varied career paths, either self-employment or wage employment, and they are suitably oriented for the same through On-the-Job Training (OJT) embedded industry-relevant skill courses.

Under  PMKVY  4.0,  across  the  20  tribal  districts  notified  by  the  Tribal  Welfare  Department  of Madhya Pradesh, a total of 70,909 candidates have been trained/ oriented, out of which 48,105 candidates have been successfully certified.

The  PMKVY  4.0  has  been  implemented  across  the  country  covering  36  sectors  such  as Agriculture,  Apparel,  Automotive,  Beauty  and  Wellness,  BFSI,  Capital  Goods,  Construction, Electronics and Hardware, Food Processing, Furniture and Fittings, Gems and Jewellery, Green Jobs, Healthcare, Hydrocarbon, Iron and Steel, IT-ITeS, Leather, Life Sciences, Power, Rubber, Sports, Telecom, Textiles and Handlooms, Tourism & Hospitality, etc.

State/UT-wise candidates trained/ oriented and certified under PMKVY 4.0, till 31.12.2025, is at Annexure-I .

(b)     Under PMKVY 4.0, details of customised and future-skill job roles introduced in emerging domains  such  as  Industry  4.0,  artificial  intelligence,  drones,  green  energy  and  semiconductor manufacturing under the Scheme is at Annexure-II .

- (c)        The details of institutional ecosystem supporting PMKVY 4.0 is as under:
- Policy  &  Governance: Led  by  the  Ministry  of  Skill  Development  and  Entrepreneurship (MSDE), which provides overall direction and funding.
- Implementation: Managed by the National Skill Development Corporation (NSDC)
- Industry  Interface: Sector  Skill  Councils  (SSCs)  and  other  Awarding  Bodies  design standards, develop curriculum, and facilitate certification aligned with industry needs.
- Training Network: Delivered through Institutes of Central Ministries/Departments, PSUs, State  Skill  Development  Missions,  Industries,  Industry  Associations,  ITIs,  Polytechnics, Higher  Education  Institutions,  Training  Providers,  Pradhan  Mantri  Kaushal  Kendras (PMKKs), etc.
- Digital & Quality Systems: Skill  India  Digital  Hub,  stringent monitoring mechanism and NSQF-based certification ensure transparency and quality.

PMKVY 4.0 is a demand driven scheme, wherein training centres are accredited/ affiliated based on  the  proposals  submitted  by  the  Project  Implement  Agencies,  after  taking  the  skill  gap  into account.  Under  the  Scheme,  more  than  15,000  training  centres  were  accredited/  affiliated  for imparting project based skilling and currently, 643 centres are operational as on date.

(d)       As on date, only one centre is operational in Bulandshahr district where 199 candidates are being trained.

The Government has taken various steps to strengthen industry linkage and placement outcomes under PMKVY 4.0. The courses under PMKVY are designed by industry-led bodies addressing the  requirement  of  emerging  sectors.  Training  has  been  imparted  in  future  ready  job-roles addressing  the  requirement  of  Industry  4.0,  emerging  sectors  like  Drone,  Artificial  Intelligence (AI),  Robotics,  Mechatronics,  etc.  District  Skill  Development  Plans  (DSDPs)  are  prepared  by District  Skill  Committees (DSCs) to analyze skill gaps and map industry demand at the district level, ensuring that PMKVY training courses are aligned with local employment needs.

Further, to enable the opportunities for employment, Skill India Digital Hub (SIDH) platform has been  launched  as  a  one-stop  platform  that  integrates  skilling,  education,  employment,  and entrepreneurship  ecosystems  to  provide  a  lifelong  array  of  services  targeting  a  wide  range  of stakeholders. The details of the trained candidates are available on SIDH portal for connecting with  potential  employers.  Additionally,  OJT  has  been  made  an  inherent  component  of  the PMKVY. To ensure active interaction between employers and candidates, Kaushal Mahotsavs are organized across the country.

(e)  &  (f)        The  Ministry  of  Skill  Development  and  Entrepreneurship  (MSDE)  coordinates  skill development initiatives across various ministries and departments through a whole-ofgovernment  approach,  aiming  for  more  efficient  and  effective  program  implementation.  It prioritizes empowering vulnerable sections of society by offering skill training to groups such as adolescent girls  and  sanitation  workers.  To  extend  skilling  opportunities  in  border  villages,  the Ministry works in close partnership with the Ministry of Home Affairs to support development in these  difficult-to-access  regions.  Additionally,  MSDE  collaborates  with  multiple  ministries  and departments to ensure that skill development efforts are aligned with national priorities and the specific needs of different government schemes. The details are as under:

|   S. No. | Ministry / Department                       | Scheme / Initiative                                                               | Candidates Trained / Status                                                     |
|----------|---------------------------------------------|-----------------------------------------------------------------------------------|---------------------------------------------------------------------------------|
|        1 | M/o Small & Medium Enterprises              | PM Vishwakarma                                                                    | 23.97 lakh                                                                      |
|        2 | M/o New and Renewable Energy                | National Green Hydrogen Mission (NGHM) PM Surya Ghar: Muft Bijli Yojana (PMSGMBY) | 7,884 62,000 (DGT) + 13,000 vendors trained (NIESBUD entrepreneurship training) |
|        4 | M/o Women & Child Development               | NAVYA scheme                                                                      | Target: 3,850                                                                   |
|        5 | M/o Jal Shakti                              | Nal Jal Mitra Programme (NJMP)                                                    | Target: 1,800                                                                   |
|        6 | M/o Environment, Forest & Climate Change    | India Cooling Action Plan                                                         | Trained: 20,109                                                                 |
|        7 | D/o Food & Public Distribution              | FPS Owner Upskilling                                                              | Target: 3,000                                                                   |
|        8 | M/o Tribal Affairs                          | PM-JANMAN                                                                         | Trained: 40,000+                                                                |
|        9 | M/o Social Justice & Empowerment            | NAMASTE Scheme                                                                    | Target: 7,749                                                                   |
|       10 | Culture (M/oC) / National Archives of India | Digitization of Archives                                                          | Target: 2,000                                                                   |

|   11 | M/o Home Affairs             | Vibrant Village Programme                                           | Target: 1,750                                         |
|------|------------------------------|---------------------------------------------------------------------|-------------------------------------------------------|
|   12 | M/o Electronics & IT         | AI Mission & Semiconductor Mission                                  | Trained: 37,000+ in AI; 13,900 in Semiconductor roles |
|   13 | M/o DoNER / NEC              | IT-ITeS skilling for NE Region                                      | Target: 140                                           |
|   14 | DoSEL & DoHE (M/o Education) | NEP 2020 alignment                                                  | 4.30 lakh trained across 3,300+ institutes            |
|   15 | M/o Defence                  | Upskilling, reskilling of army Veterans, dependents & widows (DIAV) | Trained: 70,345                                       |
|   15 | M/o Defence                  | Hindustan Aeronautics Limited                                       | Trained: 650                                          |
|   15 | M/o Defence                  | Agniveer - Flexi MoU Scheme                                         | 1.2 lakh Agniveers enrolled                           |

## ANNEXURE REFERRED TO IN REPLY TO PART (a) OF LOK SABHA STARRED QUESTION NO. *436 FOR 23.03.2026.

Under  PMKVY  4.0,  State/UT-wise details of candidates trained/oriented and certified till 31.12.2025 are as under:

| State/ UT                              | Trained / Oriented   | Certified   |
|----------------------------------------|----------------------|-------------|
| Andaman and Nicobar Islands            | 1,587                | 1,053       |
| Andhra Pradesh                         | 70,672               | 45,526      |
| Arunachal Pradesh                      | 14,331               | 7,025       |
| Assam                                  | 1,18,932             | 70,365      |
| Bihar                                  | 1,27,445             | 78,071      |
| Chandigarh                             | 1,095                | 800         |
| Chhattisgarh                           | 25,178               | 15,907      |
| Delhi                                  | 25,155               | 16,320      |
| Goa                                    | 419                  | 331         |
| Gujarat                                | 60,559               | 37,047      |
| Haryana                                | 1,11,575             | 79,462      |
| Himachal Pradesh                       | 27,933               | 19,047      |
| Jammu And Kashmir                      | 1,18,677             | 91,088      |
| Jharkhand                              | 39,950               | 25,656      |
| Karnataka                              | 88,506               | 59,546      |
| Kerala                                 | 20,262               | 10,710      |
| Ladakh                                 | 757                  | 526         |
| Lakshadweep                            | 120                  | -           |
| Madhya Pradesh                         | 3,07,931             | 2,08,521    |
| Maharashtra                            | 1,15,231             | 70,738      |
| Manipur                                | 24,634               | 15,369      |
| Meghalaya                              | 11,012               | 5,567       |
| Mizoram                                | 11,881               | 5,970       |
| Nagaland                               | 11,713               | 6,447       |
| Odisha                                 | 49,235               | 30,302      |
| Puducherry                             | 5,270                | 3,567       |
| Punjab                                 | 1,28,616             | 1,01,851    |
| Rajasthan                              | 3,14,244             | 2,51,432    |
| Sikkim                                 | 5,676                | 1,915       |
| Tamil Nadu                             | 1,30,056             | 96,404      |
| Telangana                              | 42,228               | 30,536      |
| Dadra and Nagar Haveli & Daman and Diu | 1,708                | 1,316       |
| Tripura                                | 20,636               | 13,049      |
| Uttar Pradesh                          | 5,62,007             | 4,06,351    |
| Uttarakhand                            | 49,234               | 32,693      |
| West Bengal                            | 65,519               | 39,234      |
| Total                                  | 27,09,984            | 18,79,742   |

## ANNEXURE REFERRED TO IN REPLY TO PART (b) OF LOK SABHA STARRED QUESTION NO. *436 FOR 23.03.2026.

Under  PMKVY  4.0,  details  of  customised  and  future-skill  job  roles  introduced  in  emerging domains  such  as  Industry  4.0,  artificial  intelligence,  drones,  green  energy  and  semiconductor manufacturing are as under:

## Customized Job Role:

| Sector Name              | Job Role Name                                                    |
|--------------------------|------------------------------------------------------------------|
| Agriculture              | Backyard Poultry Farmer                                          |
| Agriculture              | Garden Keeper                                                    |
| Agriculture              | Honey bee Farmer                                                 |
| Agriculture              | Small Dairy Farmer                                               |
| Agriculture              | Small Mushroom Grower                                            |
| Agriculture              | Small Organic Cultivator                                         |
| Automotive               | Automotive Assembler                                             |
| Automotive               | Automotive Machining Aide                                        |
| Automotive               | Automotive Machinist                                             |
| Automotive               | Jr Operator- Automotive Quality Control                          |
| Beauty and Wellness      | Bridal Makeup Artist                                             |
| Beauty and Wellness      | Trainee - Beautician                                             |
| Beauty and Wellness      | Trainee - Cosmetology                                            |
| Beauty and Wellness      | Trainee - Hair Dressing                                          |
| Beauty and Wellness      | Trainee - Pedicurist                                             |
| Construction             | Associate Electrician                                            |
| Construction             | Associate Bar Bender and Steel Fixer                             |
| Construction             | Associate construction Fitter                                    |
| Construction             | Associate Construction Painter & Decorator                       |
| Construction             | Associate Electrician-Aide                                       |
| Construction             | Associate Mason                                                  |
| Construction             | Surveyor-Aide                                                    |
| Electronics and Hardware | Assistant Technician- Air Conditioner                            |
| Electronics and Hardware | Assistant Technician- CCTV                                       |
| Electronics and Hardware | Assistant Technician- Computer Hardware                          |
| Electronics and Hardware | Assistant Technician DTH Service                                 |
| Electronics and Hardware | Assistant Technician- Home Appliances                            |
| Electronics and Hardware | Assistant Technician LED Repair                                  |
| Electronics and Hardware | Assistant Technician- Networking & Storage                       |
| Electronics and Hardware | Assistant Technician- Smartphone Hardware                        |
| Electronics and Hardware | Assistant Technician- Solar Panel Installation                   |
| Electronics and Hardware | Store Assistant                                                  |
| Food Processing          | Baking Assistant                                                 |
| Food Processing          | Fish and Sea food Processor                                      |
| Food Processing          | Food Packer                                                      |
| Food Processing          | Food Product Handler                                             |
| Healthcare               | Healthcare Hygiene and Housekeeping Aide                         |
| IT-ITeS                  | Associate Data Entry Operator                                    |
|                          | Associate Desktop Publishing                                     |
|                          | IT Sales Tele caller- Voice & Non- Voice Media Content Developer |
|                          | Software Developer                                               |
|                          | Associate                                                        |

| Logistics               | Cargo Booking Clerk                              |
|-------------------------|--------------------------------------------------|
| Logistics               | Consignment Delivery Executive.                  |
| Logistics               | Documentation Specialist - Transportation        |
| Logistics               | Inventory Controller                             |
| Logistics               | Packing Specialist.                              |
| Media and Entertainment | Animation Associate - 3D                         |
| Media and Entertainment | Camera and accessories handler                   |
| Media and Entertainment | Graphics Design Associate                        |
| Media and Entertainment | Social Media Associate                           |
| Media and Entertainment | Storyboard Assistant                             |
| Telecom                 | Assistant Technician (Wireless)                  |
| Telecom                 | Assistant Technician(Fiber Connect)              |
| Telecom                 | Field Sales Representative                       |
| Telecom                 | Handset Repair Associate                         |
| Telecom                 | In Shop Promoter                                 |
| Telecom                 | Internet Support Technician                      |
| Telecom                 | Junior Executive( Call Center)                   |
| Telecom                 | Telecom Service Provider                         |
| Tourism & Hospitality   | Counter Sales Associate-Tourism and Hospitality  |
| Tourism & Hospitality   | Food & Beverage Service Trainee                  |
| Tourism & Hospitality   | Front Office Assistant                           |
| Tourism & Hospitality   | Guest Service Associate- Food & Beverage Service |
| Tourism & Hospitality   | Housekeeping Attendant                           |
| Tourism & Hospitality   | Pastry/Bakery Assistant                          |
| Tourism & Hospitality   | Trainee Chef                                     |

## Future Skills Job Role:

| Aerospace and            | Aerospace Composite Technician                    |
|--------------------------|---------------------------------------------------|
| Aviation                 | Drone Operator - Multi Rotor                      |
| Agriculture              | Agriculture Extension Service Provider            |
| Agriculture              | Basics of Agri Commodity Market                   |
| Agriculture              | Hydrophonics Technician                           |
| Agriculture              | Kisan Drone Operator                              |
| Agriculture              | Micro Irrigation Technician                       |
| Agriculture              | Price Risk Management in Agri Commodities for FPO |
| Agriculture              | Solar Pump Technician                             |
| Automotive               | Automotive Additive Manufacturing Operator        |
| Automotive               | Automotive Additive Manufacturing Technician      |
| Automotive               | Automotive Automation and Robotics Engineer       |
| Automotive               | Automotive IIOT Application Engineer              |
| Automotive               | Automotive IIOT Application Technician            |
| Automotive               | Electric Vehicle Assembly Operator                |
| Automotive               | Electric Vehicle Assembly Technician              |
| Automotive               | Electric Vehicle Maintenance Technician           |
| Automotive               | Electric Vehicle Product Design Engineer          |
| Automotive               | Electric Vehicle Quality Control Inspector        |
| Automotive               | Electric Vehicle Service Lead Technician          |
| Automotive               | Electric Vehicle Service Technician               |
| Automotive               | Electric Vehicle Test Engineer                    |
| Electronics and Hardware | Battery System Assembly Operator                  |
| Electronics and Hardware | Battery System Design Engineer                    |
| Electronics and Hardware | Battery System Repair Technician                  |
| Electronics and Hardware | Drone Manufacturing and Assembly Technician       |

|                        | Electrical Assembly Operator - Control Panel                                           |
|------------------------|----------------------------------------------------------------------------------------|
|                        | Electronic Hardware Assembly Operator                                                  |
|                        | Electronics Machine Maintenance Executive                                              |
|                        | Embedded Full-Stack IoT Analyst                                                        |
|                        | Embedded Product Design Engineer-Technical Lead                                        |
|                        | Embedded Software Engineer                                                             |
|                        | HVAC Technician                                                                        |
|                        | Internet of Things (IoT) Assistant                                                     |
|                        | Internet of Things (IoT) Developer                                                     |
|                        | IoT Hardware Analyst                                                                   |
|                        | Mechanical Fitter Electronics                                                          |
|                        | Mechatronics Designer and System Integrator                                            |
|                        | Motor & Controller Repairing Technician                                                |
|                        | Motor and Controller Design Engineer                                                   |
|                        | Solar LED Technician                                                                   |
|                        | Solar Panel Installation Technician                                                    |
|                        | Welding Operator Electronics                                                           |
|                        | Winding Operator                                                                       |
| Furniture and Fittings | Assistant Carpenter Assistant Interior Designer                                        |
| Furniture and Fittings | Draughtsperson (Interior Design)                                                       |
|                        | Jewellery designer - CAD                                                               |
| Gems and Jewellery     |                                                                                        |
|                        | Green Hydrogen Plant Entrepreneur                                                      |
|                        | Green Hydrogen Plant Junior Technician- Storage                                        |
|                        | Green Hydrogen Plant Technician                                                        |
|                        | O&M Electrical & Instrumentation Technician- Wind Power Plant                          |
|                        | Rooftop Solar Grid Engineer                                                            |
|                        | Small Hydro Power Plant Technician-(Jal Urja Mitra)                                    |
| Green Jobs             | Solar EV Charging Entrepreneur                                                         |
|                        | Solar Photovoltaic Entrepreneur                                                        |
|                        | Solar Proposal Evaluation Specialist                                                   |
|                        | Solar PV Business Development Executive                                                |
|                        | Solar PV Designer                                                                      |
|                        | Solar PV Engineer (Option: Solar Water Pumping System)                                 |
|                        | Solar PV Manufacturing Technician                                                      |
|                        | Solar PV Project Manager (E&C)                                                         |
| Healthcare             | Genetic Counselor                                                                      |
| Healthcare             | Geriatric Caregiver (Institutional & Home Care)                                        |
| Healthcare             | Medical Equipment Assistant (Basic Clinical Equipment) Telehealth Services Coordinator |
| Healthcare             | Transplant Coordinator                                                                 |
| Hydrocarbon            | Advance Course on Green Hydrogen Concepts of Green Hydrogen                            |
| Hydrocarbon            | Green Hydrogen Plant Supervisor                                                        |
|                        | Cyber Security Assistant                                                               |
| Information            | Cyber Security Associate                                                               |
| Technology             | 3D Printing Modelling Engineer                                                         |
| IT-ITeS                | AI - Business Intelligence Analyst                                                     |
| IT-ITeS                | AI - Data Architect                                                                    |
| IT-ITeS                | AI - Data Engineer                                                                     |
| IT-ITeS                | AI - Data Quality Analyst                                                              |
| IT-ITeS                | AI - Data Scientist                                                                    |
| IT-ITeS                | AI - Database                                                                          |
| IT-ITeS                | Administrator                                                                          |

|                         | AI - DevOps Engineer                                                                        |
|-------------------------|---------------------------------------------------------------------------------------------|
|                         | AI - Machine Learning Engineer                                                              |
|                         | AI - Solution Architect                                                                     |
|                         | Analyst Application Security                                                                |
|                         | Analyst Security Operations Centre                                                          |
|                         | Application Architect - Web & Mobile                                                        |
|                         | Application Developer - Web & Mobile                                                        |
|                         | AR/VR Architect                                                                             |
|                         | AR/VR Consultant                                                                            |
|                         | AR/VR Infrastructure Engineer                                                               |
|                         | AR/VR Support Analyst                                                                       |
|                         | Blockchain App Developer                                                                    |
|                         | Blockchain Architect                                                                        |
|                         | Cloud Administrator                                                                         |
|                         | Cloud Application Developer                                                                 |
|                         | Cloud Computing with AWS and Azure                                                          |
|                         | Cloud Consultant                                                                            |
|                         | Cloud Infrastructure Analyst                                                                |
|                         | Cloud Security Analyst                                                                      |
|                         | Consultant Network Security                                                                 |
|                         | Data Annotator                                                                              |
|                         | Information Security Specialist                                                             |
|                         | IoT - Domain Specialist                                                                     |
|                         | IoT - Network Specialist                                                                    |
|                         | IoT - Product Manager                                                                       |
|                         | IoT - Security Specialist                                                                   |
|                         | IoT - Software Analyst                                                                      |
|                         | IoT - Solution Architect                                                                    |
|                         | IoT - Test Analyst                                                                          |
|                         | Mobile Device Management Analyst                                                            |
|                         | Product Manager - Web & Mobile                                                              |
|                         | Security Analyst                                                                            |
|                         | Software Vulnerability/Penetration Tester                                                   |
|                         | User Experience Designer                                                                    |
|                         | Bioinformatics Scientist                                                                    |
|                         | software including AI tools) Specialist- Quality Assurance (Pharma, Biological Products and |
|                         | Medical                                                                                     |
|                         | Devices)                                                                                    |
| Life Sciences Logistics | Data Feeder - Warehouse                                                                     |
| Life Sciences Logistics | Functional Analyst -WMS                                                                     |
| Life Sciences Logistics | Land Transportation Executive                                                               |
| Life Sciences Logistics | Packaging Designer                                                                          |
| Life Sciences Logistics | Supply Chain Associate Supply Chain Executive                                               |
| Life Sciences Logistics | Warehouse Associate                                                                         |
| Life Sciences Logistics | Warehouse Manager                                                                           |
| Life Sciences Logistics | Warehouse Supervisor                                                                        |
| Media and               | 3D Printing Operator                                                                        |
| Entertainment Rubber    | Technical artist -AR-VR Designer - Plastic Product including                                |
| Life Sciences Logistics | toys AI & ML - Jr. Telecom Data Analyst                                                     |
| Telecom                 | AI Devices Installation Operator                                                            |

|                       | Information and Communication Technology (ICT) Engineer - 5G Networks Infrastructure Technician - 5G Networks IoT Installation Solution Architect IoT Technical Service Operator Machine Learning (ML) Engineer Project Engineer - 5G Networks Technician 5G - Active Network Installation Telecom E-Waste Handler Telecom Rigger - 5G and Legacy Networks Telecom Technician - IoT Devices/Systems   |
|-----------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
|                       | Wireless Technician                                                                                                                                                                                                                                                                                                                                                                                   |
| Tourism & Hospitality | Food Styling Photographer                                                                                                                                                                                                                                                                                                                                                                             |
| Tourism & Hospitality | Walk Tour Facilitator                                                                                                                                                                                                                                                                                                                                                                                 |

*****