系統交易員的一天
https://news.efinancialcareers.com/uk-en/323790/systematic-trading-jobs
偶然於網上閱讀了一篇文章,該文章是一位系統交易員匯合了他的工作內容,濃縮放置於一天內發生。由於筆者發掘《積金大反擊》內7招都是走systematic、algo、quantitative的進路,該文章內容的心路歷程都能體會到少許,現把文章翻譯如下:
07:25 Get train to the office
When I worked for an investment bank I had to be at my desk for 07:30. But most systematic traders don’t actually trade – their systems are fully automated. So there is more flexibility around working hours: because it’s a creative job it’s better to work when it suits you. |
07:25坐火車到辦公室
當我在一家投資銀行工作時,我必須在07:30來到我的辦公桌。但大多數係統交易者實際上並不交易 – 他們的系統是完全自動化的。因此,工作時間周圍有更多的靈活性:因為這是一項創造性的工作,所以當它適合你時工作會更好。 |
8:15 Arrive at the office: Check overnight risk, market news, and strategy profit & loss
This part of the job is the same for all traders. I managed a team and we took turns doing this relatively boring but important task. Too many ‘quants’ get caught up in the abstract world of financial models and lose touch with the market. |
8:15到達辦公室:檢查隔夜風險,市場新聞和戰略盈虧
所有交易者的這部分工作都是一樣的。我管理了一個團隊,我們輪流做了這個相對無聊但重要的任務。太多的“量子”陷入了金融模型的抽象世界,與市場失去聯繫。 |
9:00 Daily scrum meeting
At systematic funds traders work closely with software developers. We even adopted some of their working practices – including this meeting. Every morning we discussed what progress we were making and what was holding us up. This meeting is sometimes called a ‘stand-up’: nobody is allowed to sit down – which ensures it’s is over quickly. |
9:00每日Scrum會議
在系統基金中,交易員與軟件開發人員密切合作。我們甚至採用了他們的一些工作實踐 – 包括本次會議。每天早上我們都討論了我們正在取得的進展以及阻礙我們的進展。這次會議有時被稱為“站立”:沒有人被允許坐下 – 這可以確保它快速結束。 |
9:15 Work with new source of data
Data is the lifeblood of the systematic trader, and new sources of data are always appearing. But using new data isn’t straightforward. The data has to be sourced, we have to work out how to feed it into our databases, and it will probably need to be cleaned to remove erroneous entries. |
9:15使用新的數據源
數據是系統交易者的生命線,新的數據來源總是出現。但使用新數據並不簡單。數據必須來源,我們必須弄清楚如何將其提供給我們的數據庫,並且可能需要清理它以刪除錯誤的條目。 |
10:00 Client meeting
We had a dedicated team of client managers, but as a senior manager I still had to show up for meetings with more important customers. My everyday clothing was jeans and casual shirts, but on days that clients visited I would don a suit and tie. Clients were usually interested in new ideas, and we were quite open in discussing them. The more information you can give about your strategies, the more likely you’ll get investment. |
10:00客戶會議
我們有一個專門的客戶經理團隊,但作為一名高級經理,我仍然需要出席與更重要客戶的會議。我的日常服裝是牛仔褲和休閒襯衫,但在客戶訪問的日子裡,我會穿西裝打領帶。客戶通常對新想法感興趣,我們在討論它們時非常開放。您可以提供的有關策略的信息越多,您獲得投資的可能性就越大。 |
11:00 Strategy testing
Once you have some data the next step is to test and develop a trading strategy that uses the data. This is probably the most exciting part of the job – nothing beats the “Eureka!” moment when you find something new that appears to be profitable. However this is just the beginning: the strategy has to be thoroughly tested to make sure it is robust. |
11:00策略測試
獲得一些數據之後,下一步就是測試和開發使用數據的交易策略。這可能是這項工作中最激動人心的部分 – 當你找到一些似乎有利可圖的新東西時,沒有什麼能比“尤里卡!”更勝一籌。然而,這只是一個開始:必須對策略進行全面測試,以確保其穩健。 |
12:30 Lunch
At lunchtime I would head downstairs to our office canteen. The menu changed every day, and there was even a bar (sadly not open at lunchtime – probably a good thing!). If I was really busy I just grabbed a sandwich to eat at my desk, but there was usually time to sit down and catch up with some colleagues. |
12:30午餐
午餐時我會到樓下的辦公室食堂。菜單每天都在變化,甚至還有一個酒吧(遺憾的是午餐時間不開放 – 可能是件好事!)。如果我真的很忙,我只是抓起一個三明治在我的辦公桌上吃飯,但通常有時間坐下來跟上一些同事。 |
13:30 Writing up research
All research has to be written up before the idea can go further. It’s also important to document ideas that didn’t work – otherwise someone else will waste time trying the same idea. |
13:30撰寫研究報告
所有的研究都必須在這個想法進一步發展之前寫出來。記錄不起作用的想法也很重要 – 否則其他人會浪費時間嘗試相同的想法。 |
15:00 Research review meeting
Some funds operate in “silos”, where you develop your own ideas and keep them secret. But I worked in a colloborative business where we worked together and shared information. This helped improve good strategies, and made it less likely that bad ideas would be implemented. The downside of this is that there a lot of meetings! |
15:00研究審查會議
有些基金在“孤島”中運作,在那裡您可以發展自己的想法並保密。但我參與了一個合作的業務,我們一起工作並分享信息。這有助於改善良好的策略,並降低了實施不良想法的可能性。這樣做的缺點是有很多會議! |
16:00 Pair programming with developer
All systematic traders have to be able to code, otherwise you can’t manage data or test strategies. However it’s unlikely that the prototype code written to test the strategy will be robust enough for trading with real money. Professional software developers code up the “live” production algorithm, working closely with the traders. |
16:00與開發人員結對編程
所有系統交易者都必須能夠編碼,否則您無法管理數據或測試策略。但是,用於測試策略的原型代碼不太可能足夠強大,無法用真錢進行交易。專業軟件開發人員編寫“實時”生產算法,與交易員密切合作。 |
17:00 Implementation meeting
Actually putting a strategy into live trading is a team effort involving people from all over the business including technology, operations, compliance, risk and many others. Systematic funds don’t usually have the “rock star” mentality of other hedge funds where star traders get all the attention. Everyones contribution is important and acknowledged. |
17:00實施會議
實際上,將策略應用於實時交易是一項團隊工作,涉及來自各個業務的人員,包括技術,運營,合規性,風險和許多其他人。系統性基金通常沒有其他對沖基金的“搖滾明星”心態,明星交易者會得到所有人的關注。每個人的貢獻都很重要並得到承認。 |
18:00 Leave the office. Read on the train home
The journey home was an opportunity to catch up on the latest academic research. Hopefully they would inspire me to dream up a new idea whilst I slept. |
18:00離開辦公室。閱讀火車回家
回家的路上是一個了解最新學術研究的機會。希望他們會激勵我在我睡覺的時候想出一個新的想法。 |
大家覺得這翻譯如何?覺得筆者用了多少時間翻譯?
答案是一秒!由Google translate翻譯!!(按此)
Google 的AI愈來愈厲害,翻譯的水平愈來愈高。串錯的英文字都可得出正確的中文,中文標點符號的運用亦十分理想。又有文字及語言轉換,多國語言已經手到拿來。
當拎起【中華新字典】已經唔識查部首,『快譯通』已經可以放入香港歷史博物館;古老舊派仍會說Google教懶人,翻譯是要自己來才是好,這想法好像說使用計數機是cheating,心算及九因歌才是皇道一樣。
投資界亦有一堆古老石山,視新科技新技巧如洪水猛獸。泰斗如John Bogle 反對ETF出晒名;出名盛產水魚的香港,其股民對於Robo Advisor更是視為天外來客,就如歷蘇遇上可樂樽,高等文化遇上穴居人類一樣。現代香港散戶其投資生涯長期甘心處於獵物狀態,比起用手工具打獵搵食的獵人歷蘇,還遠遠不如。你今天畀家用阿媽阿爸及老婆老公,如果唔係用「轉數快」,而係寫cheque或者排隊過數,你便知道自己還停留在什麼年代。
擁抱科技還是被時代淘汰,大家自己選擇。
後記:
筆者這幾年對強積積金投資策略的歷程正如上文:
獲得一些數據之後,下一步就是測試和開發使用數據的交易策略。這可能是這項工作中最激動人心的部分 – 當你找到一些似乎有利可圖的新東西時,沒有什麼能比“尤里卡!”更勝一籌。然而,這只是一個開始:必須對策略進行全面測試,以確保其穩健。
所有的研究都必須在這個想法進一步發展之前寫出來。記錄不起作用的想法也很重要 – 否則其他人會浪費時間嘗試相同的想法。
回家的路上是一個了解最新學術研究的機會。希望他們會激勵我在我睡覺的時候想出一個新的想法。
見到第6、7、8、9招的回報及波幅於各強積金計劃的反應:
尤里卡
尤里卡(希臘語:εὕρηκα;拉丁化:Eureka;詞義:「我發現了」)是一個源自希臘用以表達發現某件事物、真相時的感嘆詞。
這個詞語之所以那麼出名完全可以歸功於古希臘學者阿基米德,有一天,他在洗澡的時候發現,當他坐進浴盆里時有許多水溢出來,這使得他想到:溢出來的水的體積正好應該等於他身體的體積,這意味著,不規則物體的體積可以精確的被計算,這為他解決了一個棘手的問題。阿基米德想到這裡,不禁高興的從浴盆跳了出來,光著身體在城裡邊跑邊喊叫著「尤里卡!尤里卡!」,試圖與城裡的民眾分享他的喜悅。
後來,阿基米德將他的這個發現總結出浮力理論記載在《浮體論》中,同時它也為流體靜力學建立了基礎的原理。
--由Wikipedia
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