GATE 2025 Paper Analysis by Made Easy - Made Easy will release the GATE paper analysis on the official website. The experts of Made Easy will prepare the analysis of GATE 2025 based on candidates' reactions and feedback.The GATE 2025 exam, scheduled for February 1, 2, 15, and 16, 2025. Admit Card for the exam is now released. Students appearing for the Graduate Aptitude Test in Engineering can check the GATE 2025 analysis by Made Easy on this page. The analysis of GATE by Made Easy will help the candidates to know the exam difficulty level, weightage of topics, expected cutoff and much more. Additionally, Made Easy will release the unofficial GATE 2025 question paper online.
Made Easy's paper analysis for GATE 2025 is highly appreciated by the GATE aspirants as it provided a detailed analysis of the exam, which helped them to understand their strengths and weaknesses. It also helped the candidates to determine the important topics that they should focus on for the next year's exam. Therefore, it can be expected that the GATE 2025 paper analysis by Made Easy will also be highly beneficial for the aspirants, providing them with valuable insights into the exam and helping them to prepare better for the GATE 2025 exam.
The expert faculties and subject specialists of Made Easy will provide the GATE paper analysis 2025 for all subjects. The GATE exam analysis by Made Easy will help candidates to evaluate their performance. Careers360 will provide the GATE paper analysis by Made Easy pdf in the given table soon after its release.
GATE Paper Analysis by Made Easy- Previous year
Candidates can refer to the following table to check the previous year's GATE analysis by Made Easy. The table contains the subject-wise analysis of GATE 2025 and before. This will help the candidates to understand the paper pattern of the last year.
| Subject | Forenoon Session | Afternoon Session |
| Electrical Engineering | - | GATE 2024 Electrical Engineering |
| Electronics Engineering | GATE 2024 Electronics Engineering | - |
| Civil Engineering | GATE 2024 Civil Engineering | GATE 2024 Civil Engineering |
| Engineering Science | - | GATE 2024 Engineering Science |
| Mechanical Engineering | - | GATE 2024 Mechanical Engineering |
| Computer Science | GATE 2024 Computer Science | GATE 2024 Computer Science |
| Subject |
| GATE 2022 Electrical Engineering |
| GATE 2022 Electronics Engineering |
| GATE 2022 Civil Engineering |
| GATE 2022 Mechanical Engineering |
| GATE 2022 Computer Science |
Popular Online Engineering Courses and Certifications |
S.No | Papers | Analysis |
1 | ME1 | |
| 2 | EC | GATE 2020 EC Afternoon Session |
Candidates can refer to the following table to check the previous year's GATE cutoff for the years 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023 and 2024. This table will help the candidates to know the cutoff trends of GATE.
GATE Paper Code | Qualifying GATE Cutoff 2024 | ||
General | OBC-NCL/EWS | SC/ST/PWD | |
| Aerospace Engineering | 33.3 | 29.9 | 22.1 |
| Agricultural Engineering | 25 | 22.5 | |
| Architecture and Planning | 41.5 | 37.3 | 27.6 |
| Biomedical Engineering | 25 | 22.5 | 16.6 |
| Biotechnology | 38.9 | 35 | 25.9 |
| Civil Engineering | 28.3 | 25.4 | 18.8 |
| Chemical Engineering | 25 | 22.5 | 16.6 |
| Computer Science and Information Technology | 27.6 | 24.8 | 18.4 |
| Chemistry | 25.2 | 22.6 | 16.7 |
| Data Science and Artificial Intelligence | 37.1 | 33.3 | 24.7 |
| Electronics and Communication Engineering | 25 | 22.5 | |
| Electrical Engineering | 25.7 | 23.1 | 17.1 |
| Environmental Science and Engineering | 37.9 | 34.1 | 25.2 |
| Ecology and Evolution | 35.8 | 32.2 | 23.8 |
| Geomatics Engineering | 41.1 | 36.9 | 27.4 |
| Geology and Geophysics (Geology) | 42 | 37.8 | 28 |
| Geology and Geophysics (Geophysics) | 49 | 44.1 | 32.6 |
| Instrumentation Engineering | 32.7 | 29.4 | 21.8 |
| Mathematics | 25 | 22.5 | 16.6 |
| Mechanical Engineering | 28.6 | 25.7 | 19 |
| Mining Engineering | 25 | 22.5 | 16.6 |
| Metallurgical Engineering | 41 | 36.9 | 27.3 |
| Naval Architecture and Marine Engineering | 25.1 | 22.5 | 16.7 |
| Petroleum Engineering | 42.6 | 38.3 | 28.4 |
| Physics | 32 | 28.8 | 21.3 |
| Production and Industrial Engineering | 30.5 | 27.4 | 20.3 |
| Statistics | 26.6 | 23.9 | 17.7 |
| Textile Engineering and Fibre Science | 28.1 | 25.2 | 18.7 |
| Engineering Sciences | 36.2 | 32.5 | 24.1 |
| Humanities and Social Sciences (Economics) | 37 | 33.3 | 24.6 |
| Humanities and Social Sciences (English) | 48 | 43.2 | 32 |
| Humanities and Social Sciences (Linguistics) | 49.7 | 44.7 | 33.1 |
| Humanities and Social Sciences (Philosophy) | 39.3 | 35.3 | 26.1 |
| Humanities and Social Sciences (Psychology) | 52.7 | 47.4 | 35.1 |
| Humanities and Social Sciences (Sociology) | 36 | 32.4 | 24 |
| Life Sciences | 29.3 | 26.3 | 19.5 |
GATE Paper Code | Qualifying cutoff Marks | ||
General | OBC-NCL/EWS | SC/ST/PWD | |
Statistics | 25 | 22.5 | 16.6 |
Physics | 31.1 | 27.9 | 20.7 |
CS | 32.5 | 29.2 | 21.6 |
ECE | 29.9 | 26.9 | 19.9 |
CE | 26.6 | 23.9 | 17.7 |
IN | 34.8 | 31.3 | 23.2 |
Electrical engineering | 25 | 22.5 | 16.6 |
Mechanical Engineering (ME) | 28.4 | 25.5 | 18.9 |
XE | 37.9 | 34.1 | 25.2 |
CH | 32.10 | ||
GATE Paper 2022 | GATE Qualifying Marks | ||
General | OBC-NCL/ EWS | SC/ST/PwD | |
CS | 25 | 22.5 | 16.6 |
ECE | 25 | 22.5 | 16.5 |
Biotechnology | 35.5 | 31.9 | 23.6 |
Chemical Engineering | 25.3 | 22.7 | 16.8 |
Statistics | 25 | 22.5 | 16.6 |
Metallurgical engineering | 46.2 | 41.5 | 30.8 |
Mathematics | 27.3 | 24.5 | 18.2 |
Electrical engineering | 30.7 | 27.6 | 20.4 |
Textile engineering and fibre science | 36.8 | 34.9 | 25.6 |
Mechanical Engineering (ME) | 28.1 | 25.2 | 18.7 |
Physics | 26.5 | 23.8 | – |
Life Science (Botany/ Zoology) | 33.9 | 30.5 | 22.5 |
Ecology and life sciences | 33.4 | 30 | 22.2 |
Agriculture Engineering | 26.3 | 23.6 | 17.5 |
Chemistry | 27.5 | 24.7 | 18.3 |
Mining Engineering | 25.5 | 22.9 | 17 |
Engineering Sciences (Fluid Mechanics/ Thermodynamics) | 40.3 | 36.2 | 26.8 |
GATE Paper 2021 | GATE Qualifying Marks | ||
| General | OBC-NCL/ EWS | SC/ST/PwD | |
| Geology and Geophysics | 44.8 | 40.3 | 29.8 |
| Civil Engineering | 29.2 | 26.2 | 22.0 |
| Biotechnology | 30 | 27 | 20 |
| Mechanical Engineering | 33 | 29.7 | 22 |
| Textile Engineering and Fibre Science | 41.8 | 37.6 | 27.8 |
| Chemistry | 36.2 | 32.5 | 24.1 |
| Mathematics | 29 | 26.1 | 19.3 |
| Electrical Engineering | 30.3 | 27.2 | 20.2 |
| Computer Science | 26.1 | 23.4 | 17.4 |
| Electronics and Communication | 25 | 22.5 | 16.6 |
| Humanities and Social Sciences | 37.9 | 34.1 | 25.2 |
Instrumentation Engineering | 36.0 | 32.0 | 24.0 |
Paper Name | Paper Code | Qualifying Marks | ||
General | OBC (NCL) | SC/ST/PwD | ||
Life Sciences | XL | 31.7 | 28.5 | 21.1 |
Civil Engineering | CE | 32.9 | 29.6 | 21.9 |
Electrical Engineering | EE | 33.4 | 30.0 | 22.2 |
Computer Science and Information Technology | CS | 28.5 | 25.6 | 19.0 |
Mechanical Engineering | ME | 34.0 | 30.6 | 22.6 |
Petroleum Engineering | PE | 39.8 | 35.8 | 26.5 |
Electronics and Communication Engineering | EC | 28.8 | 25.9 | 19.2 |
Chemical Engineering | CH | 35.7 | 32.1 | 23.8 |
Chemistry | CY | 26.7 | 24.0 | 17.8 |
Biotechnology | BT | 30.7 | 27.6 | 20.4 |
Engineering Sciences Minor | XE | 26.0 | 23.4 | 17.3 |
Textile Engineering and Fibre Science | TF | 37.1 | 33.3 | 24.7 |
Aerospace Engineering | AE | 27.2 | 24.4 | 18.1 |
Agricultural Engineering | AG | 26.3 | 23.6 | 17.5 |
Architecture and Planning | AR | 34.8 | 31.3 | 23.2 |
Ecology and Evolution | EY | 42.2 | 37.9 | 28.1 |
Geology | GG | 38.4 | 34.5 | 25.6 |
Geophysics | GG | 51.9 | 46.7 | 34.6 |
Instrumentation Engineering | IN | 34.6 | 31.1 | 23.0 |
Mathematics | MA | 25 | 22.5 | 16.7 |
Mining Engineering | MN | 32.7 | 29.4 | 21.8 |
Metallurgical Engineering | MT | 49.2 | 44.2 | 32.8 |
Physics | PH | 37.2 | 33.4 | 24.8 |
Production and Industrial Engineering | PI | 36.6 | 32.9 | 24.4 |
Statistics | ST | 25 | 22.5 | 16.6 |
Biomedical Engineering | BM | 25.0 | 22.5 | 16.6 |
Paper Name | Paper Code | Qualifying Marks | ||
General | OBC (NCL) | SC/ST/PwD | ||
Life Sciences | XL | 36.7 | 33 | 24.5 |
Civil Engineering | CE | 28.2 | 25.4 | 18.8 |
Electrical Engineering | EE | 39.6 | 35.6 | 26.4 |
Computer Science and Information Technology | CS | 29.5 | 26.6 | 19.7 |
Mechanical Engineering | ME | 34.1 | 30.7 | 22.7 |
Petroleum Engineering | PE | 49.9 | 44.9 | 33.3 |
Electronics and Communication Engineering | EC | 26.7 | 24 | 17.8 |
Chemical Engineering | CH | 34.8 | 31.3 | 23.2 |
Chemistry | CY | 32 | 28.8 | 21.3 |
Biotechnology | BT | 35.9 | 32.3 | 23.9 |
Engineering Sciences | XE | 26.7 | 24 | 17.8 |
Textile Engineering and Fibre Science | TF | 40.1 | 36.1 | 26.7 |
Aerospace Engineering | AE | 33.5 | 30.2 | 22.3 |
Agricultural Engineering | AG | 28.3 | 25.5 | 18.9 |
Architecture and Planning | AR | 41 | 36.9 | 27.3 |
Ecology and Evolution | EY | 37.1 | 33.4 | 24.7 |
Geology and Geophysics | GG | 44.5 | 40.1 | 29.7 |
Instrumentation Engineering | IN | 31.9 | 28.7 | 21.3 |
Mathematics | MA | 25 | 22.5 | 16.7 |
Mining Engineering | MN | 31.5 | 28.4 | 21 |
Metallurgical Engineering | MT | 53.5 | 48.1 | 35.7 |
Physics | PH | 25.2 | 22.7 | 16.8 |
Production and Industrial Engineering | PI | 32.2 | 29 | 21.5 |
Statistics | ST | 32.5 | 29.2 | 21.7 |
Branch | 2018 | 2017 | 2016 | ||||||
Gen | OBC | SC/ST/PH | Gen | OBC | SC/ST/PH | Gen | OBC | SC/ST/PH | |
ME | 34.7 | 31.2 | 23.1 | 32.87 | 29 | 21 | 29.6 | 26.6 | 19.7 |
CS & IT | 25 | 22.5 | 16.6 | 25 | 22.5 | 16.6 | 25 | 22.5 | 16.6 |
EE | 29.1 | 26.1 | 19.4 | 25.2 | 25.2 | 16.7 | 25.1 | 22.5 | 16.7 |
EC | 25 | 22.5 | 16.6 | 25 | 22.5 | 16.6 | 25 | 22.5 | 16.6 |
CE | 26.9 | 24.2 | 17.9 | 28.7 | 25.8 | 19.1 | 25 | 22.5 | 16.6 |
CH | 37.8 | 34 | 25.1 | 44.3 | 39.8 | 29.5 | NA | NA | NA |
IN | 37.1 | 33.3 | 24.7 | 34.6 | 31.1 | 23 | 31.6 | 28.4 | 21 |
BT | 27.9 | 25.1 | 18.5 | 38.9 | 35 | 25.9 | NA | NA | NA |
The day-wise GATE 2025 analysis by Made Easy will be available after each exam shift concludes.
The subject experts are responsible for GATE 2025 Paper Analysis by Made Easy.
Candidates will find the GATE paper analysis by Made Easy on their website as well as here in this article.
Counselling Date:19 July,2025 - 03 August,2025
Counselling Date:01 August,2025 - 09 August,2025
Others:11 August,2025 - 11 August,2025
GATE exam for Electrical and Electronics Engineering:
The GATE is conducted annually, usually in February. For Electrical and Electronics Engineering (EE), the exam covers core subjects like:
Electrical Circuits
Signals & Systems
Power Systems
Electrical Machines
Control Systems
Analog & Digital Electronics
Power Electronics
Electromagnetic Fields
Engineering Mathematics
Eligibility: Bachelor’s degree (final year or completed) in Engineering/Technology.
Admission Process:
Score is used for PG admissions (M.Tech, ME, MS) and PSU recruitment.
Exam Mode: Online (CBT)
Exam Duration: 3 hours
Question Types: MCQs, MSQs, and NATs
Total Marks: 100
Next Steps:
GATE 2026 application is expected to start in September 2025 on the official GATE portal.
BITS Pilani
VIT Vellore (Vellore Institute of Technology)
SRM Institute of Science and Technology, Chennai
Amrita Vishwa Vidyapeetham
Shiv Nadar University
IIIT-Hyderabad (for select PG programs)
DAIICT, Gandhinagar
UPES Dehradun
MIT-WPU Pune (MIT World Peace University)
RV College of Engineering, Bangalore
A GATE score of around 253 is not enough for top IITs or NITs, but you can still get admission into some private engineering colleges, especially in less competitive branches like Civil or Production. However, you might not receive a monthly stipend and will have to manage most of the expenses on your own.
GATE Textile Fiber (TF) focuses on subjects like textile technology, fiber science, yarn & fabric manufacturing, and finishing. The exam includes 65 questions—10 from General Aptitude and 55 from core TF subjects.
Total marks are 100, and the duration is 3 hours. It opens opportunities in PSUs, research, and M.Tech/M.E. admissions in textile-related fields.
Preparing from NITRA books, IIT Delhi lecture notes, and past papers is highly recommended.
Hi ,
It’s great that you're exploring interdisciplinary options like Environmental Engineering at IIT Delhi. The eligibility for MTech programs at IITs usually depends on the specific department requirements. Since your background is in Computer Science and you're planning to apply with a GATE score in Environmental Science and Engineering , it's important to note that IIT Delhi’s Civil Engineering department generally prefers students with core branches such as Civil, Chemical, Environmental, or Biotechnology.Some interdisciplinary and research-oriented programs may consider applicants from varied backgrounds if the student shows strong foundational understanding and interest in environmental applications. However, just qualifying the GATE-ES paper doesn’t automatically guarantee eligibility the department’s brochure or admission portal will clarify this.
You should carefully check the admission brochure and contact the department directly for confirmation if needed. Also, keep checking on the shortlisting criteria they usually publish it each year for transparency.
All the best!
A flight attendant ensures passenger safety and comfort during flights. Key duties include conducting safety checks, assisting passengers, serving food and drinks, and managing emergencies. They must be well-trained in safety procedures and customer service. A high school diploma is typically required, followed by rigorous training to qualify for the role.
A Flight Engineer monitors and operates an aircraft’s complex systems like engines, fuel, and hydraulics during flight, ensuring optimal performance and safety. They assist pilots with technical issues, conduct inspections, and maintain records. This role requires strong technical knowledge, problem-solving, and communication skills. Training usually involves a degree in aviation or aerospace engineering and specialised certification.
An Aircrew Officer operates and navigates aircraft, ensuring safe flights and compliance with aviation regulations. Key duties include managing flight systems, conducting pre- and post-flight checks, and adhering to safety standards. The role typically requires working five days a week, with around 120 flight hours monthly. Employment may be contractual or permanent, depending on the airline.
An aerospace engineer designs, develops, tests, and maintains aircraft, spacecraft, and related systems. They apply physics and engineering principles to improve aerospace technologies, often working in aviation, defence, or space sectors. Key tasks include designing components, conducting tests, and performing research. A bachelor’s degree is essential, with higher roles requiring advanced study. The role demands analytical skills, technical knowledge, precision, and effective communication.
An air hostess, or flight attendant, ensures passenger safety and comfort during flights. Responsibilities include safety demonstrations, serving meals, managing the cabin, handling emergencies, and post-flight reporting. The role demands strong communication skills, a calm demeanour, and a service-oriented attitude. It offers opportunities to travel and work in the dynamic aviation and hospitality industry.
An aeronautical engineer designs, develops, tests, and maintains aircraft and related systems. They work on components like engines and wings, ensuring performance, safety, and efficiency. The role involves simulations, flight testing, research, and technological innovation to improve fuel efficiency and reduce noise. Aeronautical engineers collaborate with teams in aerospace companies, government agencies, or research institutions, requiring strong skills in physics, mathematics, and engineering principles.
A Safety Manager ensures workplace safety by developing policies, conducting training, assessing risks, and ensuring regulatory compliance. They investigate incidents, manage workers’ compensation, and handle emergency responses. Working across industries like construction and healthcare, they combine leadership, communication, and problem-solving skills to protect employees and maintain safe environments.
An airline pilot operates aircraft to transport passengers and cargo safely. Responsibilities include pre-flight planning, in-flight operations, team collaboration, and post-flight duties. Pilots work in varying schedules and environments, often with overnight layovers. The demand for airline pilots is expected to grow, driven by retirements and industry expansion. The role requires specialized training and adaptability.
Welding Engineer Job Description: A Welding Engineer work involves managing welding projects and supervising welding teams. He or she is responsible for reviewing welding procedures, processes and documentation. A career as Welding Engineer involves conducting failure analyses and causes on welding issues.
A career as Transportation Planner requires technical application of science and technology in engineering, particularly the concepts, equipment and technologies involved in the production of products and services. In fields like land use, infrastructure review, ecological standards and street design, he or she considers issues of health, environment and performance. A Transportation Planner assigns resources for implementing and designing programmes. He or she is responsible for assessing needs, preparing plans and forecasts and compliance with regulations.
An architect plans and designs buildings, ensuring they are safe, functional, and aesthetically pleasing. They collaborate with clients, engineers, and contractors throughout the construction process. Key skills include creativity, design software proficiency, and knowledge of building codes. In India, a 5-year B.Arch degree and registration with the Council of Architecture are required to practise professionally.
Having a landscape architecture career, you are involved in site analysis, site inventory, land planning, planting design, grading, stormwater management, suitable design, and construction specification. Frederick Law Olmsted, the designer of Central Park in New York introduced the title “landscape architect”. The Australian Institute of Landscape Architects (AILA) proclaims that "Landscape Architects research, plan, design and advise on the stewardship, conservation and sustainability of development of the environment and spaces, both within and beyond the built environment". Therefore, individuals who opt for a career as a landscape architect are those who are educated and experienced in landscape architecture. Students need to pursue various landscape architecture degrees, such as M.Des, M.Plan to become landscape architects. If you have more questions regarding a career as a landscape architect or how to become a landscape architect then you can read the article to get your doubts cleared.
Urban Planning careers revolve around the idea of developing a plan to use the land optimally, without affecting the environment. Urban planning jobs are offered to those candidates who are skilled in making the right use of land to distribute the growing population, to create various communities.
Urban planning careers come with the opportunity to make changes to the existing cities and towns. They identify various community needs and make short and long-term plans accordingly.
A plumber installs, maintains, and repairs water, gas, and waste systems in homes and buildings. Their duties include fixing leaks, installing fixtures, testing systems, ensuring safety compliance, and working with other professionals on projects. They also document repairs and may supervise apprentices. Plumbers play a key role in ensuring public health and the smooth functioning of essential utilities.
Individuals who opt for a career as construction managers have a senior-level management role offered in construction firms. Responsibilities in the construction management career path are assigning tasks to workers, inspecting their work, and coordinating with other professionals including architects, subcontractors, and building services engineers.
Individuals who opt for a career as an environmental engineer are construction professionals who utilise the skills and knowledge of biology, soil science, chemistry and the concept of engineering to design and develop projects that serve as solutions to various environmental problems.
Individuals who opt for a career as geothermal engineers are the professionals involved in the processing of geothermal energy. The responsibilities of geothermal engineers may vary depending on the workplace location. Those who work in fields design facilities to process and distribute geothermal energy. They oversee the functioning of machinery used in the field.
Energy efficiency engineering is a broad field of engineering which deals with energy efficiency, energy services, facility management, plant engineering, and sustainable energy resources. Energy efficiency engineering is one of the most recent engineering disciplines to emerge. The field combines the knowledge and understanding of physics, chemistry, and mathematics, with economic and environmental engineering practices. The main job of individuals who opt for a career as an energy performance engineer is to find the most efficient and sustainable path to operate buildings and manufacturing processes.
Individuals who opt for a career as energy performance engineers apply their understanding and knowledge to increase efficiency and further develop renewable sources of energy. The energy efficiency engineers also examine the use of energy in those procedures and suggest the ways in which systems can be improved.
A geologist attempts to comprehend the historical backdrop of the planet we live on, all the more likely to anticipate the future and clarify current events. He or she analyses the components, deployments, results, physical characteristics, and past of the planet. A geologist examines the landforms and landscapes of the earth in relation to the geology, climatic, and human processes that have shaped them.
A geologist studies earth procedures, for example, seismic tremors, avalanches, floods, and volcanic eruptions to review land and draw up safe structure plans. When he or she researches earth materials, explores metals and minerals, yet in addition search for oil, petroleum gas, water, and strategies to extricate these.
A career as a Petroleum engineer is concerned with activities related to producing petroleum. These products can be in the form of either crude oil or natural gas. Petroleum engineering also requires the exploration and refinement of petroleum resources. Therefore, a career as a petroleum engineer comes up with oil and gas onshore jobs. There are also desk jobs in the petroleum industry. In layman’s terms, a petroleum engineer is a person who finds the best way to drill and extract oil from oil wells. Individuals who opt for a career as petroleum engineer also tries to find new ways to extract oil in an efficient manner.
A career as Transportation Planner requires technical application of science and technology in engineering, particularly the concepts, equipment and technologies involved in the production of products and services. In fields like land use, infrastructure review, ecological standards and street design, he or she considers issues of health, environment and performance. A Transportation Planner assigns resources for implementing and designing programmes. He or she is responsible for assessing needs, preparing plans and forecasts and compliance with regulations.
A career as a civil engineer is of great importance for the infrastructural growth of the country. It is one of the most popular professions and there is great professional as well as personal growth in this civil engineering career path. There is job satisfaction in this civil engineering career path, but it also comes with a lot of stress, as there are multiple projects that need to be handled and have to be completed on time. Students should pursue physics, chemistry and mathematics in their 10+2 to become civil engineers.
A career as a Transportation Engineer is someone who takes care of people's safety. He or she is responsible for designing, planning and constructing a safe and secure transportation system. The transportation sector has seen a huge transformation and is growing day by day and improving every day.
As a Transport Engineer, he or she needs to solve complex problems such as accidents, costs, traffic flow, and statistics. A Transport Engineer also collaborates for projects with some other companies.
A Loco Pilot operates trains, ensuring safe and timely transport of passengers or goods. Starting as an Assistant Loco Pilot, one can progress to senior roles with experience. The job demands technical knowledge, focus, and adherence to safety protocols. It involves coordination with train staff and may require working long hours under pressure.
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