In today's digital age, high-performance computing (HPC), as a key technology, is rapidly becoming a core requirement in various industries. Whether you are a working programmer or a college student, understanding high-performance computing will greatly improve the efficiency of work, scientific research, and project work. And coupled with the popularity of large models in 2023, artificial intelligence will accelerate the advent of the era of computing power. On April 17, 2023, the High-tech Department of the Ministry of Science and Technology organized a national supercomputing Internet work launch meeting in Tianjin. According to the plan, by the end of 2025, the National Supercomputing Internet will be able to form an overall layout with advanced technology, model innovation, high-quality service, and sound ecology, effectively supporting original scientific innovation, major engineering breakthroughs, and high-quality economic development. The "highway" built by China.
The supercomputing Internet can connect many supercomputing centers across the country, and connect the capabilities and resources of computing power supply, application development, operation services, users and other parties in the industrial ecology to build an integrated supercomputing power network and service platform. The important goal of its construction is to closely connect the supply and demand sides, and realize the overall planning and scheduling of computing power resources through the market-oriented operation and service system. At the launch meeting, the comrade in charge of the High-tech Department of the Ministry of Science and Technology stated that the Ministry of Science and Technology will build a national computing power base through the construction of the supercomputing Internet, promote the integrated operation of supercomputing power, and help scientific and technological innovation and high-quality economic and social development.
This makes the job prospects for high performance computing professionals very compelling. This article will delve into the employment prospects of high performance computing, introduce the opportunities and challenges, and how to create a successful career path for yourself as an IT programmer and college student.
1. The rapid growth of the HPC industry
High-performance computing has a wide range of applications in many fields such as science, engineering, finance, and medical care. With the continuous growth of data volume and computing demand, the high-performance computing industry is also showing a trend of rapid growth. This provides broad employment opportunities for high-performance computing professionals.
Scientific Field:
High Performance Computing Scientist/Engineer: Responsible for developing and optimizing scientific computing models and algorithms, and using high performance computing technology to solve scientific problems.
Data Scientist: Apply high-performance computing techniques to process and analyze large-scale data sets and discover patterns and trends in the data.
Computational Physicist/Chemist/Biologist: Use high-performance computing technology for computational simulation and analysis in the fields of physics, chemistry, and biology.
Engineering Field:
High Performance Computing Engineer: Responsible for designing, optimizing and managing high performance computing systems, supporting engineering simulation and optimization.
Computational fluid dynamics engineer: use high-performance computing to perform fluid dynamics simulation and optimization, and solve fluid dynamics problems.
Structural Mechanics Engineer: Use high-performance computing technology for structural analysis and optimization to solve structural mechanics problems.
Financial Field:
Quantitative Analyst: Use high-performance computing technology for financial data analysis and modeling, and develop quantitative trading strategies and risk management models.
High Frequency Trading Programmer: Develops and optimizes trading systems that execute high frequency trading strategies using high performance computing platforms.
Risk analysts: use high-performance computing for risk assessment and simulation to support risk management decisions in financial institutions.
Medical field:
medical image processing engineer: use high-performance computing technology to process and analyze medical images, and assist medical diagnosis and research.
Bioinformatics Engineer: Processes and analyzes bioinformatics data using high-performance computing to extract information about genes, proteins, and diseases.
Medical data analyst: use high-performance computing technology to process and analyze large-scale medical data, and conduct disease prediction and epidemiological research.
2. Diverse employment fields
High performance computing professionals can find employment opportunities in a variety of fields. For example, in the field of scientific research, high-performance computing is widely used in meteorological simulation, astrophysics, genomics and other fields. In engineering, high performance computing is used to simulate and optimize complex systems. The financial industry also requires high-performance computing for high-frequency trading and risk analysis. In addition, industries such as healthcare, energy, and aerospace also need high-performance computing professionals to meet the challenges in their respective fields.
Science field:
Institute of Computational Mathematics and Scientific Engineering Computing,
Chinese Academy of Sciences National Climate Center,
China Meteorological Administration Computer Network Information Center, Chinese
Academy of Sciences Shanghai Supercomputing Center, Chinese
Academy of Sciences Purple Mountain Observatory, National Astronomical Observatory
China Earthquake Administration Earthquake Science Experiment Field
Engineering field:
China Electronics Technology Group Company
China National Petroleum Corporation
China Aerospace Science and Technology Corporation China National
Electric Engineering Consulting Group Co., Ltd. China Railway Engineering Corporation
CRRC
Zhuzhou Electric Locomotive Co., Ltd.
Financial field:
Industrial and Commercial Bank of China
China Construction Bank
Agricultural Bank of
China Bank of
China People's Bank of
China Securities Regulatory Commission Management Committee
Medical field:
People's Hospital of Peking University Ruijin Hospital
Affiliated to Shanghai Jiao Tong University School of Medicine Huashan Hospital
Affiliated to Fudan University
First Affiliated Hospital of Sun Yat-Sen University
First Affiliated Hospital of Zhejiang University School of Medicine
First Affiliated Hospital of Nanjing Medical University
In addition, there are some Internet companies and major manufacturers, chip companies, and AI companies.
3. Technology-driven challenges
With the continuous advancement of technology, high performance computing also faces some challenges. One of them is changing hardware and software technology. High-performance computing professionals need to keep learning and follow up with the latest technology trends to adapt to the development of the industry. In addition, the management and maintenance of HPC systems also require professionals with high levels of technical skills and problem-solving skills. How to possess systematic and in-depth high-performance computing technology is an important core competitiveness for in-service programmers and college students to remain invincible.
4. How to build a successful career path
For a successful career path in the HPC industry, here are some suggestions:
Learn the basics: master the basics of high-performance computing, including parallel computing, algorithm optimization, programming models, etc. This gives you a solid foundation.
Continuously learn and update skills: keep track of the latest developments in the industry and learn new technologies and tools. Keep your skills and knowledge up-to-date by participating in training and professional courses.
Practical project experience: Participate in actual high-performance computing projects to accumulate project experience and problem-solving skills. This can be achieved through participation in research projects, internships or self-directed projects.
Broaden your horizons: understand the applications and needs of high-performance computing in different industries, and explore employment opportunities in multiple fields. This helps you find your field of interest and provides more options for future career planning.
Build professional networks: Connect with industry professionals by participating in industry conferences, seminars and community events. This will provide a platform to network with people in the industry, learn and gain employment opportunities.
Improve communication and teamwork skills: HPC involves collaboration with multiple stakeholders, including scientists, engineers, data analysts, and more. Having good communication and teamwork skills will make you more competitive in the workplace.
Build a personal brand: Create a personal website, blog or social media account to share your expertise and experience. This helps build your personal brand and attract the attention of potential employers and partners.
Continuous development: High performance computing is an ever-evolving field, and continuous learning and development are important. Stay connected to the cutting edge of the industry with training courses, workshops and professional certifications.
Here, Yuancode Technology ( https://www.ydma.com ) has prepared a high-performance computing training course for you, covering CPU, GPU and supercomputing operation and maintenance.
Among them, the ape code- high-performance computing course from novice to master series (CPU and GPU parallel optimization) is especially recommended. Parallel computing and other aspects, including CPU parallel computing practical courses, GPU parallel computing practical courses, and supercomputing operation and maintenance. You will have the opportunity to learn what you have learned through engineering practical projects, and cooperate and learn closely with top domestic experts and engineers.
In your career or learning path, grasp the opportunities of the era of computing power, learn parallel computing and vectorization technology, let yourself stand at the forefront of technology, and become a leader in the era of computing power!
The high-performance computing industry has broad employment prospects, but it also requires continuous efforts and self-improvement. Through continuous learning, hands-on project experience, broadening your horizons and building your professional network, you can set yourself up for a successful high-performance computing career path.