量化交易

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A股成交连续8天破2万亿元,券商招聘也来了,行业巨头秋招“求才”,25个岗位都有什么特点?
3 6 Ke· 2025-08-25 03:50
随着A股市场持续升温,证券行业新一轮人才争夺战已提前打响。中信建投近日正式启动2026届校园招聘。本次招聘涵盖投行业务、财富管理、金融科技 等核心业务条线,工作地点遍布北京、上海、深圳及香港等地。值得注意的是,金融科技类岗位成为此次招聘的重点方向,涉及人工智能、大数据、量化 算法等前沿领域。 近日,A股成交连续8天破2万亿元。还在暑假末期,证券行业2026年秋招已经开始了! | | 1日期 | | 股票交易 | | --- | --- | --- | --- | | | | 成交量(亿股) | 成交金额亿元 | | 1 | 2025-08-22 | 1.600.94 | 25.788.42 | | 2 | 2025-08-21 | 1.620.11 | 24.603.35 | | 3 | 2025-08-20 | 1.588.16 | 24.484.14 | | 4 | 2025-08-19 | 1.658.31 | 26.406.80 | | 5 | 2025-08-18 | 1.794.94 | 28.091.30 | | ଚ | 2025-08-15 | 1.487.71 | 22.728.38 | | ...
我有一个不好的预感!3600点了为何迟迟没有回调!你们都赚钱了吗
Sou Hu Cai Jing· 2025-07-28 01:39
Core Viewpoint - The A-share market, despite reaching around 3600 points in July 2025, reflects a disheartening reality for many investors who have struggled to achieve profits over the past decade, leading to widespread disillusionment and frustration [2][4][6]. Market Performance - Since 2015, the A-share market has oscillated around 3200 points, resulting in a stagnant performance that has left many investors exhausted and questioning their strategies [2][4]. - The current 3600 points, while seemingly impressive, has not translated into significant profits for most investors, with many still unable to break even [4][6]. Investor Sentiment - Many investors are experiencing a collective sense of defeat, with losses becoming a common theme, leading to confusion about whether the issue lies in their methods, industry choices, or sheer bad luck [4][6]. - The market's upward movement has not been accompanied by a corresponding increase in investor confidence, with many questioning their suitability for stock trading [6][9]. Market Dynamics - The A-share market is characterized by a structure that favors large institutional investors, often resulting in retail investors being left at a disadvantage, leading to a phenomenon known as "cutting losses" [7][9]. - Despite the strong liquidity in the market, the actual realization of profits remains limited to a small number of participants, with most investors merely experiencing paper gains [7][9]. Future Outlook - The market environment in 2025 is increasingly complex, with new investment strategies emerging, yet ordinary investors continue to find it challenging to achieve profitability [9][10]. - The ongoing struggle for most investors raises questions about the market's design, suggesting it may be more suited for institutional players rather than retail investors [9][10].
证监会突然调整了开市安排,7月14日,A股市场再掀风云!
Sou Hu Cai Jing· 2025-07-14 12:27
Group 1 - The China Securities Regulatory Commission (CSRC) has suddenly adjusted the market opening arrangements, with new quantitative trading regulations set to be implemented tomorrow, which is expected to positively impact market performance [1] - Quantitative trading accounted for 34% of total market transactions last year, and while it can effectively suppress volatility in choppy markets, it struggles in one-sided market conditions [1] - The recent strong performance of the Hong Kong stock market is attributed to the new regulations requiring existing investors to complete reports within three months, with formal implementation set for April 2026 [1] Group 2 - The Shanghai Composite Index has accelerated towards its peak, with a notable increase of 300 points, while a decline of the same magnitude could occur in just a few days [3] - Global stock markets are currently at high levels, and a significant drop in the US stock market could lead to declines in European and Asia-Pacific markets [3] - The recent high volatility in the Hong Kong market, characterized by a triple top formation, suggests a potential downturn, making it difficult for the Shanghai Composite Index to rise significantly [3] Group 3 - The market's transaction volume of 1.7 trillion yuan is substantial enough to support multiple main lines of growth, yet the significant drop in bank stocks has led to a noticeable retreat in the index [5] - Despite the index's slight increase of 0.01%, the overall sentiment in the Shenzhen and ChiNext markets remains stable, indicating a potential shift in market dynamics [5] Group 4 - The Shanghai Composite Index experienced a slight increase of 0.01%, while the ChiNext Index rose by 0.8%, with sectors such as rare earths and brokerage concepts showing significant gains [7] - The long upper shadow on the candlestick chart is not seen as a negative sign, and there is optimism for the index to continue challenging last year's high points [7] - As the index surpasses 3500 points, market divergence is expected to increase, leading to greater volatility, although the overall upward trend remains intact [7]
冯艺东:关于促进量化交易健康发展的路径研究丨资本市场
清华金融评论· 2025-07-07 11:37
Core Viewpoint - The article emphasizes the importance of regulating quantitative trading to enhance market liquidity and reduce volatility, while balancing market efficiency and fairness [3][4][5]. Summary by Sections Overview of Quantitative Trading - Quantitative trading refers to the use of mathematical models, statistical analysis, and computer technology for securities investment, aiming to reduce emotional interference and improve trading efficiency [7]. - The development of quantitative trading in China has been driven by policy evolution and technological breakthroughs over the past two decades, with significant milestones including the introduction of futures and regulatory frameworks [8][9]. Impact of Quantitative Trading on the Market - Positive impacts include increased market liquidity, reduced volatility, and improved pricing efficiency. Quantitative trading generates numerous orders, enhancing market depth and narrowing bid-ask spreads [15][16][17]. - Negative impacts may involve market manipulation, exacerbation of volatility during extreme conditions, and potential fairness issues due to the speed of high-frequency trading [18][19][20]. Regulatory Framework for Quantitative Trading - China's regulatory approach focuses on automated and programmatic aspects of quantitative trading, with specific regulations for high-frequency trading established under the "Securities Market Programmatic Trading Management Measures" [21][22]. - Internationally, the U.S. and Germany have implemented strict regulations to prevent market disruption and ensure fair trading practices, with specific measures for high-frequency trading [23][24][25]. Recommendations for Healthy Development of Quantitative Trading - Suggestions include optimizing the regulatory framework with differentiated access for high-frequency and other quantitative institutions, enhancing risk control measures, and balancing market efficiency with fairness [26][27][28].
量化交易新规,明日正式实施
财联社· 2025-07-06 11:11
Core Viewpoint - The new regulations on algorithmic trading, effective from July 7, 2023, aim to enhance market stability and ensure fair practices while not stifling the growth of algorithmic trading [1][2][3] Group 1: Regulatory Framework - The "Implementation Rules" detail management of algorithmic trading reports, trading behavior, information systems, and high-frequency trading [2] - The rules specify that abnormal trading behaviors, such as excessive order submissions and cancellations, will be closely monitored, with potential penalties including trading restrictions and temporary suspensions [1][2] Group 2: Impact on Securities Firms and Quantitative Institutions - Securities firms will benefit from clearer guidelines for managing algorithmic trading clients, promoting self-regulation among quantitative trading institutions [3] - Leading quantitative traders indicate that while strong regulatory trends are evident, the actual impact on current operations will be minimal, as many firms are already adapting to these requirements [3] Group 3: Challenges for High-Frequency Traders - The new rules will significantly affect managers relying on high-frequency trading, as they will need to adjust systems to meet monitoring standards, increasing operational costs [4] - Strategies that depend on extremely high order submission and cancellation rates may face substantial adjustments or even elimination due to the new compliance requirements [4]
让期货市场成为量化交易的主战场
Guo Ji Jin Rong Bao· 2025-06-16 10:03
Core Viewpoint - The China Securities Regulatory Commission (CSRC) has introduced the "Regulations on the Management of Program Trading in the Futures Market (Trial)" to enhance the regulation of program trading, aiming to standardize trading behavior and maintain market order and fairness. The regulations will take effect on October 9, 2025, marking a new phase of standardized development for quantitative trading in the futures market [1]. Group 1 - The new regulations consist of 7 chapters and 37 articles, covering the entire process of program trading regulation, including definitions, reporting requirements, system access management, prohibited behaviors, and risk management [1]. - The implementation of these regulations is expected to provide clearer guidelines for quantitative trading investors and enhance the institutional framework of the futures market [1]. - The futures market is seen as a more suitable environment for quantitative trading compared to the A-share market, where quantitative trading has faced significant criticism [2]. Group 2 - The futures market primarily consists of institutional investors, with a limited number of individual investor accounts, contrasting sharply with the A-share market, which has over 200 million individual accounts [2]. - The T+0 trading mechanism in the futures market allows for intraday trading without overnight positions, unlike the T+1 system in the stock market, which can lead to passive losses for investors [2]. - The futures market allows for both long and short positions, making it easier for investors to accept quantitative trading strategies that involve short selling, which is not as prevalent in the stock market [2]. Group 3 - The futures market employs a margin trading model, making short-term trading the norm, which aligns well with the high-frequency and short-term strategies of quantitative trading [3]. - The characteristics of the futures market, such as dual-direction trading, T+0 mechanism, and leverage, create a perfect synergy with quantitative strategies, unlike the long-term investment preference in the A-share market [3]. - It is suggested that futures exchanges should take advantage of the new regulations to attract quantitative funds, while regulatory bodies should impose restrictions on quantitative trading in the stock market to guide investors towards the futures market [3].
量化交易来势汹汹,散户又该怎么办?
格隆汇APP· 2025-06-14 08:38
Core Viewpoint - The rise of quantitative trading has significantly altered the structure of the A-share market, creating both opportunities and challenges for retail investors [6][8]. Group 1: Quantitative Trading Impact - As of May 2025, quantitative trading accounts for 25% to 30% of trading volume in the A-share market, with some days approaching 35% [3]. - Quantitative trading operates at a speed of a few hundred milliseconds, compared to the average five seconds for retail investors, creating a substantial speed advantage [5]. - The presence of quantitative trading has introduced a new level of liquidity to the market, but it has also led to perceived unfairness for retail investors [6]. Group 2: Data and Strategy Disparity - Quantitative institutions process terabytes of data daily, including historical market data and social media sentiment, while retail investors rely on fragmented news and financial reports [4][6]. - The disparity in data access and processing capabilities gives quantitative firms a significant edge in strategy execution [6]. - High-frequency trading accounts for approximately 60% of total programmatic trading volume, acting as a "digital scythe" that capitalizes on the slower reactions of retail investors [5]. Group 3: Regulatory Environment - The China Securities Regulatory Commission (CSRC) is implementing a gradual regulatory approach to enhance the oversight of quantitative trading while maintaining its benefits for market efficiency [6]. - New regulations set to be implemented in October will shift the focus from speed to the effectiveness of trading strategies, indicating a potential evolution in the competitive landscape of quantitative trading [7]. Group 4: Future Considerations for Retail Investors - Retail investors face a choice: adapt to algorithmic trading or risk being outpaced by it [8]. - The increasing availability of low-threshold quantitative tools from brokerages may provide retail investors with opportunities to engage in quantitative trading [6].
量化交易来势汹汹,散户又该怎么办?
格隆汇APP· 2025-06-14 08:37
Core Viewpoint - The rise of quantitative trading has significantly altered the structure of the A-share market, creating both opportunities and challenges for retail investors [6][8]. Group 1: Quantitative Trading Impact - As of May 2025, quantitative trading accounts for 25% to 30% of trading volume in the A-share market, with some days approaching 35% [3]. - Quantitative trading operates at a speed of a few hundred milliseconds, compared to the average five seconds for retail investors, creating a substantial speed advantage [5]. - The presence of quantitative trading has introduced a new level of liquidity to the market, but it has also led to perceived unfairness for retail investors [6]. Group 2: Data and Strategy Disparity - Quantitative institutions process terabytes of data daily, including historical market data and social media sentiment, while retail investors rely on fragmented news and financial reports [4][6]. - The disparity in data access and processing capabilities gives quantitative firms a significant edge in strategy execution [6]. - High-frequency trading accounts for approximately 60% of total programmatic trading volume, acting as a "digital scythe" that capitalizes on the slower reactions of retail investors [5]. Group 3: Regulatory Environment - The China Securities Regulatory Commission (CSRC) is implementing a gradual regulatory approach to enhance the oversight of quantitative trading, aiming to maintain market fairness while allowing for efficiency improvements [6]. - New regulations set to be implemented in October will shift the focus from speed to the effectiveness of trading strategies, indicating a potential evolution in the competitive landscape of quantitative trading [7]. Group 4: Future Considerations for Retail Investors - Retail investors face a choice: adapt to algorithmic trading or risk being outpaced by it [8]. - The increasing availability of low-threshold quantitative tools from brokerages may provide retail investors with opportunities to engage in quantitative trading [6].
证监会决心保护投资市场!5月7日,深夜的三大重要消息冲击来袭
Sou Hu Cai Jing· 2025-05-07 01:34
Group 1 - The China Securities Regulatory Commission (CSRC) has officially addressed the controversies surrounding quantitative trading, indicating a phase of regulatory results. The intention was to enhance market efficiency, but the actual implementation has deviated, leading to significant market impacts [1] - Quantitative trading utilizes data and algorithms for rapid profit generation, including tracking large buy orders and executing trades at preset positions. The new regulations will monitor abnormal behaviors in quantitative trading, which may cause short-term market volatility due to potential sell-offs [1] - In the long term, reduced interference from quantitative trading is expected to lead to a more rational and stable market, ultimately protecting the rights of ordinary investors [1] Group 2 - The Shanghai Composite Index has shown a strong upward trend, opening higher and maintaining momentum throughout the trading session. The Hang Seng Technology Index increased by 3% during the recent holiday period, providing a positive foundation for the A-share market [3] - The offshore RMB closed near 7.27, having risen significantly from a low of 7.18, indicating a substantial appreciation of 900 points, which is favorable for the A-share market [3] Group 3 - Shenwan Hongyuan has identified consumer and technology sectors as key areas for strengthening economic expectations. The consumer sector is currently experiencing high profitability, while the technology sector is seen as having potential for recovery after recent adjustments [5] - The technology sector's crowdedness has decreased, and market focus is shifting back to long-term industry trends. High PE, TMT, and AI sectors are expected to gain traction in the upcoming months [5] Group 4 - The Shanghai Composite Index rose over 1% to reclaim the 3300-point mark, with nearly 5000 stocks in the green. The market experienced a strong performance with over 120 stocks hitting the daily limit up, indicating a robust profit-making environment [7] - Despite the overall market strength, certain sectors such as oil, banking, and tourism faced declines, while thematic stocks are anticipated to present significant opportunities in May [7]