① Master’s degree or above in computer science related majors from world-renowned universities, doctoral degree is preferred

② More than 5 years of C++ development experience, with profound experience in C++ low-latency system development

③ Have a certain understanding of domestic and foreign financial markets, and developers who have participated in CTP or FIX-related projects are preferred

④ Familiar with Linux system and have in-depth research on Linux Kernel

⑤ Be able to write efficient mathematical calculation functions

⑥ Have in-depth research on Cache Friendly Code, and be familiar with relevant knowledge such as Data Dependency Chain, True/False Sharing, Cache Hit & Missing, Cache Contentions, Out of Order Execution, etc.

⑦ Have in-depth research on GCC compiler optimization, familiar with various optimization compilation options and the actual effect of each corresponding compilation

⑧ Familiar with Modern CPU and its related Instruction Set, including the latest features such as AVX and SIMD

⑨ Familiar with Assembly Code, able to achieve deep-level optimization of code by analyzing Assembly Code

① Bachelor degree or above in computer, communication, financial engineering or related majors, national key universities (211, 985 colleges) are preferred

② Be proficient in one of the mainstream programming languages such as C# and C++, and have more than 2 years of development experience

③ Familiar with multi-threaded programming model, in-depth understanding of TCP/UDP communication principles and relevant work experience

④ Have some experience in trading system, trading interface, quantitative trading related business

⑤ Diligent and careful work, strong communication skills, love to study technology, team spirit

⑥ Those with experience in the development of programmatic trading platforms or quantitative investment platforms are preferred

① Bachelor degree or above from key colleges and universities, majors in computer science, software engineering, mathematics, statistics, etc.

② Solid analytical skills and technical background in mathematics, computer science or finance

③ In a low-latency environment, be proficient in one or more programming languages (C++/Python, etc.)

④ Experience in distributed computing, natural language processing, machine learning, platform development, network or system design

⑤ Have excellent problem-finding and problem-solving skills, and be enthusiastic about solving challenging problems

⑥ Have excellent teamwork ability and rapid learning ability

⑦ Bonus points: Participated in the development of high-frequency trading systems, familiar with stock and futures market data, proficient in numerical computing and high-performance scientific computing, familiar with commonly used artificial intelligence and machine learning algorithms and their implementation, and won awards in programming competitions such as ICPC or NOI

① 1-3 years of data development, data cleaning experience, 985/211 computer, software engineering and other science and engineering majors

② Proficient in one or more development languages (Python/perl/Bash, etc.), obtain data, apply algorithms, and realize analysis output

③ Familiar with linux development environment, master common algorithms and data structures

④ Familiar with MySQL and NoSQL databases, and have good data multi-dimensional spatial thinking ability

⑤ Experience with reptiles is an advantage

⑥ Familiar with basic theories such as computer principles, operating systems, and computer networks

① Full-time master's degree or above, doctoral degree is preferred, majors in computer, physics, mathematics, etc.; more than 1 year of relevant work experience (excellent ability is not limited)

② Solid computer foundation, good data structure and algorithm skills, and strong sense of code quality

③ Proficient in at least one programming language such as Python, C++, Java, etc.

④ Familiar with the use of machine learning frameworks such as TensorFlow/pytorch/sklearn

⑤ Excellent learning ability, active thinking, good at discovering and solving problems from data

⑥ Development experience in machine learning, data mining, natural language processing, image recognition, search engine, etc. is preferred

⑦ Strong interest in data science, artificial intelligence, financial technology

① Computer, mathematics, statistics, accounting and other related majors in key colleges and universities

② Have more than 3 years of relevant working experience in financial institutions such as public offering and private placement

③ Familiar with financial settlement methods

④ Proficient in Python, have good programming habits, and be proficient in using GIT version management tools

① More than 2 years of experience in quantitative strategy opening and firm operation

② Qingbei reunion or 985 university education background

③ Must have a machine learning research background

④ Familiar with statistical modeling, multiple regression, time series analysis, etc.

⑤ Familiar with algorithms such as support vector machine, Boosting, random forest, etc.

⑥ Experience in optimization algorithms, familiar with concepts such as Lagrangian Duality, KKT conditions, SDP, interior point method, etc.

① Master’s degree or above in artificial intelligence, mathematics, statistics, computer, signal processing, financial engineering and other related majors from key universities at home and abroad; those with outstanding undergraduate degrees from top universities are also eligible

② Have basic financial investment knowledge and market insight, familiar with traditional machine learning and deep learning algorithm principles and application scenarios

③ Have solid mathematical modeling ability and programming ability, and be proficient in building machine learning models through Python, R and other languages

④ Clear thinking, strong logic, good at discovering and putting forward unique viewpoints, and good communication skills and cooperative attitude

① Proficient in at least one working language in python/C#/Matlab, technical experience in machine learning is preferred

② Master degree or above from top universities at home and abroad, solid foundation in mathematics/computer and other related disciplines, excellent professional results

③ PhD or related majors with gold medals at all levels are preferred

④ Good at solving open-ended problems and have systematic quantitative research experience

⑤ Not limited to the financial industry, scientific research and non-financial related work backgrounds can be considered

⑥ Those who have more than 2 years of system research experience in a certain field such as deep learning, NLP research and application in financial scenarios, multi-factor stock selection of Hong Kong stocks or US stocks, trading execution algorithms, high-frequency trading, and volatility forecasting can apply for senior Position.

① Bachelor degree or above, major in computer related

② Have more than 2 years or be proficient in Linux C/C++ software development experience, master Linux development

③ Familiar with software performance measurement and optimization

① 211 full-time bachelor degree or above, major in computer, electronics and automation

② Solid Python programming foundation, love programming, and have a good code style. Familiar with the basic usage and functions of numpy and pandas. Understand the basic methods of python code efficiency optimization

③ Familiar with relational databases, proficient in operating sql, familiar with database operation and maintenance

④ Familiar with the operation in the Linux system environment

⑤ Have a certain foundation in mathematical statistics, and be familiar with the concepts and methods of data cleaning. Love working with data and have a sense of responsibility

⑥ Understand the construction of distributed task system (CeleryRabbitMQRedis) and asynchronous network programming is preferred

① Electronics, communication, computer related majors, full-time 211 university or above bachelor degree or above

② More than five years of FPGA and C++ development experience

③ Strong VHDL or Verilog programming ability, good code and documentation style

④ Proficient in simulation environments such as Modelsim and Questasim

⑤ Familiar with the device structure of mainstream FPGAs such as Xilinx and Altera, proficient in high-speed digital logic design, timing constraints, timing and area optimization methods

⑥ There is an efficient FPGA debugging method

⑦ Experience in high-frequency trading system development, high-performance low-latency FPGA development, and PCIe interface development is preferred

⑧ In-depth understanding of linux operating system, rich experience in multi-core programming, in-depth understanding of I/O subsystem, memory management system, network protocol stack is preferred

⑨ Profound sensitivity to the principle of network card driver and performance bottleneck of the network protocol stack, the ability to modify the underlying driver, and the experience in coordination and tuning of upper-layer applications is preferred.

① Proficient in a programming language, with solid basic computer knowledge, and experience in using Linux

② Have excellent time management and project management skills, be able to manage and plan multiple requirements, allocate time reasonably, and complete on time

③ Have a strong sense of responsibility and cooperative spirit, be curious about cutting-edge and popular technologies, and be willing to share

④ The following experience or ability is preferred: pandas, SQLAlchemy, database design, container usage and management, algorithm competition experience

① Experience in security operation and management in the Internet industry is preferred; in-depth researchers on the attack chain are preferred;

② Familiar with tools such as Bash/Python/SQL, which can be used for automated analysis and improve work efficiency;

③ Familiar with mainstream network security products, such as DLP, IDS, IPS, firewall, logging system (SIEM/SPLUNK/ELK), etc.

① Experience in Solidity smart contract development, proficient in one of Solidity, Nodejs, and Python

② Follow up on the latest developments in DeFi technology and industry trends, and understand the economic models of mainstream DeFi products

③ Have a certain understanding of the underlying implementation of Ethereum, Bitcoin, Polkadot, Cosmos, not limited to P2P network, cryptography, EVM, cross-chain technology, etc.

① Ability to use java, Python, golang is preferred

② Have a deep understanding of data structure and algorithm design

③ Familiar with databases and data warehouses, and have experience in massive data processing

① At least 8 years experience in data warehouse project development based on big data platform

② Familiar with Oracle, mysql, sqlserver or other relational databases, and have the ability to write SQL with good performance; familiar with mainstream big data components such as Hive, Spark, FLink, etc., and be proficient in developing data processing scripts with relevant technical specifications

③ Participate in or lead data platform construction projects, have a deep understanding of data work, be familiar with data warehouse and data modeling theory, and have certain insights and control capabilities for platform construction