{"id":1824,"date":"2020-07-02T14:33:00","date_gmt":"2020-07-02T14:33:00","guid":{"rendered":"https:\/\/digiterrebestg.wpengine.com\/?p=1824"},"modified":"2024-05-30T09:19:44","modified_gmt":"2024-05-30T09:19:44","slug":"the-technology-behind-successful-algo-trading-implementation","status":"publish","type":"post","link":"https:\/\/www.digiterre.com\/us\/2020\/07\/02\/the-technology-behind-successful-algo-trading-implementation\/","title":{"rendered":"The Technology Behind Successful Algo Trading Implementation"},"content":{"rendered":"<section id=\"block_79f367335155790c0b6cd25ed96e99f9\" class=\"acf-blocks page-header flex flex-wrap items-center justify-center !mt-0 bg-center bg-no-repeat bg-cover py-16 min-h-[30rem] \" style=\"background-image:linear-gradient(0deg, rgba(0, 0, 0, 0.6), rgba(0, 0, 0, 0.6)), url(https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2023\/04\/Untitled-design-5-e1593696298470.png);\">\n    <div class=\"container mx-auto text-center\">\n        <h1>The Technology Behind Successful Algo Trading Implementation<\/h1>\n\n                <p class=\"lg:text-2xl font-medium text-white max-w-5xl mx-auto\">At this time of major disruption for energy trading and technology teams, it can be challenging to allocate quality time to think more broadly about what\u2019s happening to markets, risk and operations \u2013 and consider the implications of the macro trends facing the industry, including digitalisation, automation, AI and algo trading.  Luckily, that\u2019s exactly what I was able to do at Energy Trading Week, which took place over two days, entirely online of course, and I have since been reflecting about the content of the event.<\/p>\n        \n            <\/div>\n<\/section>\n\n\n<div class=\"wp-block-columns aligncenter is-section is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>What struck me the most about the conference were the discussions about algo trading.&nbsp; The session on \u201cSecrets to a Successful algo Trading Implementation\u201d, featuring industry experts Alex Raguz, Head of Algorithmic Trading at ElbOil, and Erdem Sezer, Manager of Analysis and Trading Strategies at Aksa Enerji, was particularly thought-provoking.<\/p>\n\n\n\n<p>There was an interesting discussion on the benefits of algo trading, including hedging risk within revenue streams, the removal of human and emotional factors in trading, and the increased speed algo trading enables, and a firm consensus emerged that algo trading needs to be underpinned by an effective risk strategy.<\/p>\n\n\n\n<p>Both Erdem and Alex agreed that \u201cyou need a robust, well-structured IT infrastructure\u201d before embarking on algo trading while maintaining a healthy appetite for risk.&nbsp; Critical issues to look out for include governance \u2013 who owns and makes decisions about infrastructure \u2013 and the assessment of on-premise versus cloud solutions \u2013 you can have a bit of both, with computation for analysis on cloud and execution in-house.<\/p>\n\n\n\n<p>It was also telling that the participants surveyed noted the \u201clack of good quality data\u201d as the top reason for not attempting algo trading. \u00a0Indeed, on several occasions, the panelists spoke about the importance of having clean data for reliable signals and the necessity of assessing the \u201cactual\u201d versus the \u201ctheoretical\u201d algorithmic performance and course-correcting accordingly.<\/p>\n\n\n\n<p>Much of the discussion centered around data.\u00a0Getting clean data is a crucial element of the secret behind performing effective algo trading and this marries up with our experience at Digiterre.\u00a0We have been helping energy trading companies establish a high quality \u201csingle version of the truth\u201d data stream, from multiple data sources, to derive insights from analytics, algorithmic and the robust governance and human oversight around these platforms.\u00a0These themes came up repeatedly during the panel session and the networking afterwards.\u00a0 It will be fascinating to see how they develop in the future.<\/p>\n<\/div>\n<\/div>\n\n\n\n<section id=\"block_ecc1cd540318ab013bdfd0a1d403138c\" class=\"acf-blocks post-meta container mx-auto \">\n    <div class=\"max-w-fit mx-auto p-4 relative after:content-[''] after:absolute after:top-0 after:left-0 after:w-full after:h-[2px] lg:after:w-[2px] lg:after:h-[100%] after:bg-dark after:rounded-full\">\n        <h3 class=\"text-4xl font-semibold text-center md:text-left\">About the Author<\/h3>\n        <div class=\"md:flex items-start lg:items-center md:justify-start flex-wrap\">\n                  \n            <img loading=\"lazy\" decoding=\"async\" width=\"106\" height=\"150\" src=\"https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2024\/12\/Juniper-Place-case-study-pdf-106x150.jpg\" class=\"rounded-digiterre md:w-24 md:h-24 lg:w-36 lg:h-36 md:mr-4 shadow-digiterre shadow-dark\/[.15] mb-4 md:mb-0 mx-auto md:mx-0\" alt=\"\" \/>                        <div>\n                <h4 class=\"text-2xl mb-2 font-semibold text-center md:text-left\">Digiterre<\/h4>\n\n                \n                                \n            <\/div>            \n        <\/div>\n        <div class=\"flex flex-wrap items-center justify-center md:justify-start font-visby text-sm w-full md:space-x-4 mt-6\">\n            <span class=\"block md:inline-block rounded-full px-5 py-3 bg-primary-lightest text-primary\">Date: <strong>02\/07\/20<\/strong><\/span>\n            <span class=\"block md:inline-block rounded-full px-5 py-3 bg-primary-lightest text-primary mt-4 md:mt-0\">Category: <strong>Industry Insights\/ Tech Insights<\/strong><\/span>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n<section id=\"block_4d82b2d30c4615a02b38a5a3b4fd7d12\" class=\"acf-blocks insights-posts-grid container mx-auto flex flex-wrap items-start \">\n    <div class=\"grid grid-cols-1 md:grid-cols-2 gap-6 lg:w-3\/4 pr-6\">\n                        <article class=\"flex items-start\">\n                    <a href=\"https:\/\/www.digiterre.com\/us\/2025\/06\/03\/digiterre-opens-in-dusseldorf-strengthening-our-presence-in-germanys-energy-market\/\" class=\"contents\" title=\"Digiterre Opens in D\u00fcsseldorf: Strengthening Our Presence in Germany\u2019s Energy Market\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Website-article-posts-for-new-website-150x150.jpg\" class=\"rounded-digiterre w-24 h-24 lg:w-36 lg:h-36 md:mr-4 shadow-digiterre shadow-dark\/[.15] hover:scale-105 transition-all duration-300 wp-post-image\" alt=\"\" srcset=\"https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Website-article-posts-for-new-website-150x150.jpg 150w, https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Website-article-posts-for-new-website-300x300.jpg 300w, https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Website-article-posts-for-new-website-1024x1024.jpg 1024w, https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Website-article-posts-for-new-website-768x768.jpg 768w, https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Website-article-posts-for-new-website-1536x1536.jpg 1536w, https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Website-article-posts-for-new-website-2048x2048.jpg 2048w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/a>\n\n                    <div class=\"flex flex-wrap flex-col justify-between h-full pl-4 md:pl-0\">\n                        <a href=\"https:\/\/www.digiterre.com\/us\/2025\/06\/03\/digiterre-opens-in-dusseldorf-strengthening-our-presence-in-germanys-energy-market\/\">\n                            <h4 class=\"text-base lg:text-xl mb-4 font-semibold md:mb-2 hover:text-primary-dark transition-all duration-300\">Digiterre Opens in D\u00fcsseldorf: Strengthening Our Presence in Germany\u2019s Energy Market<\/h4>\n                        <\/a>\n                        <div class=\"font-visby text-sm\">\n                            <p class=\"mb-1 text-sm md:text-base\">Date: <strong>03\/06\/25<\/strong><\/p>\n                            <p class=\"mb-0 text-sm md:text-base\">By: <strong>Laurence Pisani<\/strong><\/p>\n                        <\/div>\n                    <\/div>\n                <\/article>\n\n                        <article class=\"flex items-start\">\n                    <a href=\"https:\/\/www.digiterre.com\/us\/2025\/05\/21\/modernizing-c-in-tier-1-banks-balancing-performance-and-progress\/\" class=\"contents\" title=\"Modernizing C++ in Tier 1 Banks: Balancing Performance and Progress\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Tech-blog-1-3-150x150.jpg\" class=\"rounded-digiterre w-24 h-24 lg:w-36 lg:h-36 md:mr-4 shadow-digiterre shadow-dark\/[.15] hover:scale-105 transition-all duration-300 wp-post-image\" alt=\"\" srcset=\"https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Tech-blog-1-3-150x150.jpg 150w, https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Tech-blog-1-3-300x300.jpg 300w, https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Tech-blog-1-3-1024x1024.jpg 1024w, https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Tech-blog-1-3-768x768.jpg 768w, https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Tech-blog-1-3-1536x1536.jpg 1536w, https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Tech-blog-1-3-2048x2048.jpg 2048w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/a>\n\n                    <div class=\"flex flex-wrap flex-col justify-between h-full pl-4 md:pl-0\">\n                        <a href=\"https:\/\/www.digiterre.com\/us\/2025\/05\/21\/modernizing-c-in-tier-1-banks-balancing-performance-and-progress\/\">\n                            <h4 class=\"text-base lg:text-xl mb-4 font-semibold md:mb-2 hover:text-primary-dark transition-all duration-300\">Modernizing C++ in Tier 1 Banks: Balancing Performance and Progress<\/h4>\n                        <\/a>\n                        <div class=\"font-visby text-sm\">\n                            <p class=\"mb-1 text-sm md:text-base\">Date: <strong>21\/05\/25<\/strong><\/p>\n                            <p class=\"mb-0 text-sm md:text-base\">By: <strong>Digiterre<\/strong><\/p>\n                        <\/div>\n                    <\/div>\n                <\/article>\n\n                        <article class=\"flex items-start\">\n                    <a href=\"https:\/\/www.digiterre.com\/us\/2025\/05\/07\/legacy-threat-cybersecurity-lessons-from-retail-attacks\/\" class=\"contents\" title=\"Legacy Threat: Cybersecurity Lessons from Retail Attacks\u00a0\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Tech-blog-1-4-150x150.jpg\" class=\"rounded-digiterre w-24 h-24 lg:w-36 lg:h-36 md:mr-4 shadow-digiterre shadow-dark\/[.15] hover:scale-105 transition-all duration-300 wp-post-image\" alt=\"\" srcset=\"https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Tech-blog-1-4-150x150.jpg 150w, https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Tech-blog-1-4-300x300.jpg 300w, https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Tech-blog-1-4-1024x1024.jpg 1024w, https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Tech-blog-1-4-768x768.jpg 768w, https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Tech-blog-1-4-1536x1536.jpg 1536w, https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Tech-blog-1-4-2048x2048.jpg 2048w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/a>\n\n                    <div class=\"flex flex-wrap flex-col justify-between h-full pl-4 md:pl-0\">\n                        <a href=\"https:\/\/www.digiterre.com\/us\/2025\/05\/07\/legacy-threat-cybersecurity-lessons-from-retail-attacks\/\">\n                            <h4 class=\"text-base lg:text-xl mb-4 font-semibold md:mb-2 hover:text-primary-dark transition-all duration-300\">Legacy Threat: Cybersecurity Lessons from Retail Attacks\u00a0<\/h4>\n                        <\/a>\n                        <div class=\"font-visby text-sm\">\n                            <p class=\"mb-1 text-sm md:text-base\">Date: <strong>07\/05\/25<\/strong><\/p>\n                            <p class=\"mb-0 text-sm md:text-base\">By: <strong>Digiterre<\/strong><\/p>\n                        <\/div>\n                    <\/div>\n                <\/article>\n\n                        <article class=\"flex items-start\">\n                    <a href=\"https:\/\/www.digiterre.com\/us\/2025\/04\/30\/data-under-pressure-rethinking-data-management-in-a-volatile-tariff-driven-market\/\" class=\"contents\" title=\"Data Under Pressure: Rethinking Data Management in a Volatile, Tariff-Driven Market\u00a0\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Tech-blog-1-2-150x150.jpg\" class=\"rounded-digiterre w-24 h-24 lg:w-36 lg:h-36 md:mr-4 shadow-digiterre shadow-dark\/[.15] hover:scale-105 transition-all duration-300 wp-post-image\" alt=\"\" srcset=\"https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Tech-blog-1-2-150x150.jpg 150w, https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Tech-blog-1-2-300x300.jpg 300w, https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Tech-blog-1-2-1024x1024.jpg 1024w, https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Tech-blog-1-2-768x768.jpg 768w, https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Tech-blog-1-2-1536x1536.jpg 1536w, https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2025\/06\/Tech-blog-1-2-2048x2048.jpg 2048w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/a>\n\n                    <div class=\"flex flex-wrap flex-col justify-between h-full pl-4 md:pl-0\">\n                        <a href=\"https:\/\/www.digiterre.com\/us\/2025\/04\/30\/data-under-pressure-rethinking-data-management-in-a-volatile-tariff-driven-market\/\">\n                            <h4 class=\"text-base lg:text-xl mb-4 font-semibold md:mb-2 hover:text-primary-dark transition-all duration-300\">Data Under Pressure: Rethinking Data Management in a Volatile, Tariff-Driven Market\u00a0<\/h4>\n                        <\/a>\n                        <div class=\"font-visby text-sm\">\n                            <p class=\"mb-1 text-sm md:text-base\">Date: <strong>30\/04\/25<\/strong><\/p>\n                            <p class=\"mb-0 text-sm md:text-base\">By: <strong>Laurence Pisani<\/strong><\/p>\n                        <\/div>\n                    <\/div>\n                <\/article>\n\n        \n    <\/div>\n    <div class=\"w-full lg:w-1\/4 lg:pl-4 py-6 mt-8 lg:mt-0 relative after:content-[''] after:absolute after:top-0 after:left-0 after:w-full after:h-[2px] lg:after:w-[2px] lg:after:h-[100%] after:bg-dark after:rounded-full\">\n        <h3 class=\"text-4xl font-semibold mb-2\">Follow Us<\/h3>\n        <p class=\"text-digi-grey font-semibold\">Get the latest news and stay up to date<\/p>\n        <ul class=\"font-visby\">\n                            <li class=\"py-4 lg:pl-4 group relative after:content-[''] after:absolute after:bottom-0 after:left-0 after:w-full after:h-[2px] after:bg-light after:rounded-full\" title=\"Twitter\">\n                    <a 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time to think more broadly about what\u2019s happening to markets, risk and operations \u2013 and consider the implications of the macro trends facing the industry, including digitalisation, automation, AI and algo trading.  Luckily, that\u2019s exactly what I was able to do at Energy Trading Week, which took place over two days, entirely online of course, and I have since been reflecting about the content of the event.<\/p>\n","protected":false},"author":4,"featured_media":1826,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2,6],"tags":[],"class_list":["post-1824","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry-insights","category-tech-insights"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The Technology Behind Successful Algo Trading Implementation - Digiterre USA<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.digiterre.com\/us\/2020\/07\/02\/the-technology-behind-successful-algo-trading-implementation\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The Technology Behind Successful Algo Trading Implementation - Digiterre USA\" \/>\n<meta property=\"og:description\" content=\"At this time of major disruption for energy trading and technology teams, it can be challenging to allocate quality time to think more broadly about what\u2019s happening to markets, risk and operations \u2013 and consider the implications of the macro trends facing the industry, including digitalisation, automation, AI and algo trading. Luckily, that\u2019s exactly what I was able to do at Energy Trading Week, which took place over two days, entirely online of course, and I have since been reflecting about the content of the event.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.digiterre.com\/us\/2020\/07\/02\/the-technology-behind-successful-algo-trading-implementation\/\" \/>\n<meta property=\"og:site_name\" content=\"Digiterre USA\" \/>\n<meta property=\"article:published_time\" content=\"2020-07-02T14:33:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-30T09:19:44+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.digiterre.com\/us\/wp-content\/uploads\/sites\/2\/2023\/04\/Untitled-design-5-e1593696298470.png\" \/>\n\t<meta property=\"og:image:width\" content=\"971\" \/>\n\t<meta property=\"og:image:height\" content=\"596\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Digiterre\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@aaronSSD\" \/>\n<meta name=\"twitter:site\" content=\"@digiterre\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Digiterre\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.digiterre.com\\\/us\\\/2020\\\/07\\\/02\\\/the-technology-behind-successful-algo-trading-implementation\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.digiterre.com\\\/us\\\/2020\\\/07\\\/02\\\/the-technology-behind-successful-algo-trading-implementation\\\/\"},\"author\":{\"name\":\"Digiterre\",\"@id\":\"https:\\\/\\\/www.digiterre.com\\\/us\\\/#\\\/schema\\\/person\\\/f453516b93cc23de83b4262a3507c762\"},\"headline\":\"The Technology Behind Successful Algo Trading Implementation\",\"datePublished\":\"2020-07-02T14:33:00+00:00\",\"dateModified\":\"2024-05-30T09:19:44+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.digiterre.com\\\/us\\\/2020\\\/07\\\/02\\\/the-technology-behind-successful-algo-trading-implementation\\\/\"},\"wordCount\":323,\"publisher\":{\"@id\":\"https:\\\/\\\/www.digiterre.com\\\/us\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.digiterre.com\\\/us\\\/2020\\\/07\\\/02\\\/the-technology-behind-successful-algo-trading-implementation\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.digiterre.com\\\/us\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2023\\\/04\\\/Untitled-design-5-e1593696298470.png\",\"articleSection\":[\"Industry Insights\",\"Tech Insights\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.digiterre.com\\\/us\\\/2020\\\/07\\\/02\\\/the-technology-behind-successful-algo-trading-implementation\\\/\",\"url\":\"https:\\\/\\\/www.digiterre.com\\\/us\\\/2020\\\/07\\\/02\\\/the-technology-behind-successful-algo-trading-implementation\\\/\",\"name\":\"The Technology Behind Successful Algo Trading Implementation - 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