{"id":79381,"date":"2023-03-28T15:16:11","date_gmt":"2023-03-28T06:16:11","guid":{"rendered":"https:\/\/avinton.com\/?post_type=portfolio&#038;p=79381"},"modified":"2023-03-28T15:16:11","modified_gmt":"2023-03-28T06:16:11","slug":"data-scientist-at-major-automotive-company","status":"publish","type":"portfolio","link":"https:\/\/avinton.com\/en\/jobs\/data-scientist-at-major-automotive-company\/","title":{"rendered":"Data Scientist at Major Automotive Company"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row content_placement=&#8221;middle&#8221; overlay=&#8221;1&#8243; overlay_color=&#8221;rgba(3,51,114,0.3)&#8221; css=&#8221;.vc_custom_1673514346945{margin-top: 0px !important;margin-bottom: 0px !important;border-top-width: 0px !important;border-bottom-width: 0px !important;padding-top: 90px !important;padding-bottom: 90px !important;background: #0e3350 url(https:\/\/avinton.com\/wp-content\/uploads\/2022\/07\/avinton-mid-career-2-1.jpg?id=68146) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221;][vc_column][vc_row_inner css=&#8221;.vc_custom_1673514129887{margin-top: 0px !important;margin-bottom: 0px !important;border-top-width: 0px !important;border-bottom-width: 0px !important;padding-top: 0px !important;padding-bottom: 0px !important;}&#8221;][vc_column_inner offset=&#8221;vc_hidden-lg vc_hidden-md vc_hidden-sm&#8221;][vc_empty_space height=&#8221;95px&#8221;][\/vc_column_inner][\/vc_row_inner][vc_custom_heading text=&#8221;Data Scientist at Major Automotive Company&#8221; font_container=&#8221;tag:h1|font_size:40|text_align:center|color:%23ffffff|line_height:1.1&#8243; use_theme_fonts=&#8221;yes&#8221; css=&#8221;.vc_custom_1676620944231{margin-top: 0px !important;margin-bottom: 10px !important;border-top-width: 0px !important;border-bottom-width: 0px !important;padding-top: 0px !important;padding-bottom: 0px !important;}&#8221;][vc_custom_heading text=&#8221;Grow within our team. Drive innovation for our clients.&#8221; font_container=&#8221;tag:p|font_size:20|text_align:center|color:%23ffffff&#8221; use_theme_fonts=&#8221;yes&#8221; css=&#8221;.vc_custom_1674437778648{margin-top: 10px !important;margin-bottom: 0px !important;border-top-width: 0px !important;border-bottom-width: 0px !important;padding-top: 0px !important;padding-bottom: 0px !important;}&#8221;][\/vc_column][\/vc_row][vc_row equal_height=&#8221;yes&#8221; css=&#8221;.vc_custom_1673415513299{margin-top: 0px !important;margin-bottom: 0px !important;border-top-width: 0px !important;border-bottom-width: 0px !important;padding-top: 0px !important;padding-bottom: 0px !important;}&#8221;][vc_column offset=&#8221;vc_hidden-xs&#8221; css=&#8221;.vc_custom_1671698224234{margin-top: 0px !important;margin-bottom: 0px !important;border-top-width: 0px !important;border-bottom-width: 0px !important;padding-top: 0px !important;padding-bottom: 0px !important;}&#8221;][vc_column_text]<button translate=\"no\" 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src=\"https:\/\/avinton.com\/wp-content\/uploads\/2022\/10\/engineers-at-avinton-12-e1673487982650.jpg\" alt=\"engineers-at-avinton-12\" width=\"228\" height=\"143\">\t<\/div>\n\t\t<\/div>\n<\/div>\n\t<div class=\"swiper-slide\">\n\t<div class=\"wpcp-single-item\">\n\t\t\t<div class=\"wpcp-slide-image\">\n\t\t<img decoding=\"async\" class=\"skip-lazy\" src=\"https:\/\/avinton.com\/wp-content\/uploads\/2022\/10\/engineers-at-avinton-13-e1673487990110.jpg\" alt=\"engineers-at-avinton-13\" width=\"228\" height=\"143\">\t<\/div>\n\t\t<\/div>\n<\/div>\n\t<div class=\"swiper-slide\">\n\t<div class=\"wpcp-single-item\">\n\t\t\t<div class=\"wpcp-slide-image\">\n\t\t<img decoding=\"async\" class=\"skip-lazy\" src=\"https:\/\/avinton.com\/wp-content\/uploads\/2021\/03\/engineers-at-avinton-2-e1673487999669.jpg\" alt=\"Avinton\u3067\u50cd\u304f\u9b45\u529b\" width=\"228\" height=\"143\">\t<\/div>\n\t\t<\/div>\n<\/div>\n\t\t\t<\/div>\n\t\t\t\t<!-- If we need navigation buttons -->\n\t\t\t<\/div>\n\t<\/div>\n<\/div>\n[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner css=&#8221;.vc_custom_1673484941148{margin-top: 0px !important;margin-right: 0px !important;margin-bottom: 0px !important;margin-left: 0px !important;border-top-width: 0px !important;border-right-width: 0px !important;border-bottom-width: 0px !important;border-left-width: 0px !important;padding-top: 0px !important;padding-right: 0px !important;padding-bottom: 25px !important;padding-left: 0px !important;}&#8221;][vc_column_inner css=&#8221;.vc_custom_1673421286780{margin-right: 0px !important;border-right-width: 0px !important;padding-right: 0px !important;}&#8221;][vc_custom_heading text=&#8221;Role description&#8221; font_container=&#8221;tag:h2|font_size:24|text_align:left|color:%23b50000&#8243; use_theme_fonts=&#8221;yes&#8221; css=&#8221;.vc_custom_1676617706147{margin-bottom: 0px !important;border-bottom-width: 0px !important;padding-bottom: 15px !important;}&#8221;][vc_column_text]<\/p>\n<p dir=\"auto\" data-sourcepos=\"6:1-6:21\"><strong>\u25a0About the project<\/strong><\/p>\n<ul dir=\"auto\" data-sourcepos=\"7:1-9:0\">\n<li data-sourcepos=\"7:1-7:366\">The department\u2019s mission is to provide solutions that lead to innovations in performance, development efficiency, and speed by utilizing data engineering and data science techniques, and to create new value from data through digitization. It is also responsible for the development of data engineering and data science personnel throughout the R&amp;D organization.<\/li>\n<li data-sourcepos=\"8:1-9:0\">Involved in a wide range of areas of automotive development, including vehicle design, prototyping, and testing, the company aims to contribute to manufacturing and ultimately to society by providing effective solutions and practical tools through the modeling of events using statistics, machine learning, numerical analysis, and simulation technology in the face of large-scale data that has been increasing on the development and production sites and in the market in recent years.<\/li>\n<\/ul>\n<p dir=\"auto\" data-sourcepos=\"10:1-10:29\"><strong>\u25a0Position Responsibilities<\/strong><\/p>\n<ul dir=\"auto\" data-sourcepos=\"11:1-18:0\">\n<li data-sourcepos=\"11:1-11:78\">Analyze nationwide vehicle driving data (big data) collected every second.<\/li>\n<li data-sourcepos=\"12:1-12:115\">Examine and develop data acquisition and storage mechanisms, analysis environments, and implementation methods.<\/li>\n<li data-sourcepos=\"13:1-13:152\">Perform appropriate preprocessing on diverse, complex, and large data sets, and perform analysis to make predictions and extract useful information.<\/li>\n<li data-sourcepos=\"14:1-14:94\">Examine prototype after-sales support for customers based on the results of data analysis.<\/li>\n<li data-sourcepos=\"15:1-15:206\">This position is for R&amp;D development team to identify current issues from close and close communication with engineers and experts in various fields in the target area and solve them using data science.<\/li>\n<li data-sourcepos=\"16:1-16:159\">We will also ask you to manage projects (selection of development methods and tools, etc.) for continuous development by utilizing your knowledge of CI\/CD.<\/li>\n<li data-sourcepos=\"17:1-18:0\">Preferred Business level English, as the position will also work with the development team in India.<\/li>\n<\/ul>\n<p dir=\"auto\" data-sourcepos=\"19:1-20:29\"><strong>\u25a0About the role<\/strong><br \/>\n-ETL development in Talend<\/p>\n<ul dir=\"auto\" data-sourcepos=\"21:1-25:0\">\n<li data-sourcepos=\"21:1-21:88\">Analysis of driving data (information extraction and statistical analysis in python)<\/li>\n<li data-sourcepos=\"22:1-22:89\">Design and study of systems that meet the requirements based on the analysis results.<\/li>\n<li data-sourcepos=\"23:1-23:43\">Developing of data flow, database, etc.<\/li>\n<li data-sourcepos=\"24:1-25:0\">ETL development in Talend: \u30fbAnalysis of driving data<\/li>\n<\/ul>\n<p dir=\"auto\" data-sourcepos=\"26:1-26:127\">-Analysis of vehicle driving data \u30fbExtract information in python, check data trends and quality from a statistical viewpoint<\/p>\n<p dir=\"auto\" data-sourcepos=\"28:1-28:31\"><strong>\u25a0Skills\/Experience Required<\/strong><\/p>\n<ul dir=\"auto\" data-sourcepos=\"29:1-34:0\">\n<li data-sourcepos=\"29:1-29:41\">Experience with Python, Linux and SQL<\/li>\n<li data-sourcepos=\"30:1-30:97\">Knowledge of statistics (linear regression, k-nearest neighbor algorithm, k-means clustering)<\/li>\n<li data-sourcepos=\"31:1-31:44\">Understanding of CI\/CD and related tools<\/li>\n<li data-sourcepos=\"32:1-32:41\">Experience with system administration<\/li>\n<li data-sourcepos=\"33:1-34:0\">Business level English<\/li>\n<\/ul>\n<p dir=\"auto\" data-sourcepos=\"35:1-35:34\"><strong>\u25a0Additional \/Experience\/Skills<\/strong><\/p>\n<ul dir=\"auto\" data-sourcepos=\"36:1-37:2\">\n<li data-sourcepos=\"36:1-37:2\">Experience with large-scale data analysis and cloud computing (AWS), system management and ETL development<\/li>\n<\/ul>\n<p dir=\"auto\" data-sourcepos=\"38:1-38:12\"><strong>\u25a0Benefit<\/strong><\/p>\n<ul dir=\"auto\" data-sourcepos=\"39:1-41:2\">\n<li data-sourcepos=\"39:1-39:145\">The program is designed to provide a unique opportunity to utilize large-scale data analysis and to challenge the latest technological areas.<\/li>\n<li data-sourcepos=\"40:1-41:2\">You will be able to contribute to society as you will be involved in the DX of the automotive industry, which is experiencing a rapid increase in demand in response to the world\u2019s population growth.<\/li>\n<\/ul>\n<p dir=\"auto\" data-sourcepos=\"42:1-42:32\"><strong>\u25a0Work environment \/ Schedule<\/strong><\/p>\n<ul dir=\"auto\" data-sourcepos=\"43:1-43:64\">\n<li data-sourcepos=\"43:1-43:64\">Working from home is permitted \uff08On-site one day per week \uff09<\/li>\n<\/ul>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner equal_height=&#8221;yes&#8221; content_placement=&#8221;middle&#8221; disable_element=&#8221;yes&#8221; css=&#8221;.vc_custom_1674449424859{margin-top: 0px !important;margin-right: 0px !important;margin-bottom: 0px !important;margin-left: 0px !important;border-top-width: 0px !important;border-right-width: 0px !important;border-bottom-width: 0px !important;border-left-width: 0px !important;padding-top: 25px !important;padding-right: 0px !important;padding-bottom: 25px !important;padding-left: 0px !important;}&#8221;][vc_column_inner width=&#8221;1\/3&#8243; css=&#8221;.vc_custom_1673489905277{margin-right: 0px !important;margin-left: 0px !important;border-right-width: 0px !important;border-left-width: 0px !important;padding-right: 20px !important;padding-left: 0px !important;}&#8221; offset=&#8221;vc_col-xs-4&#8243;][vc_single_image image=&#8221;67190&#8243; img_size=&#8221;medium&#8221; alignment=&#8221;center&#8221;][\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243; css=&#8221;.vc_custom_1673489909031{margin-right: 0px !important;margin-left: 0px !important;border-right-width: 0px !important;border-left-width: 0px !important;padding-right: 20px !important;padding-left: 20px !important;}&#8221; offset=&#8221;vc_col-xs-4&#8243;][vc_single_image image=&#8221;65376&#8243; img_size=&#8221;medium&#8221; alignment=&#8221;center&#8221;][\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243; css=&#8221;.vc_custom_1673489912257{margin-right: 0px !important;margin-left: 0px !important;border-right-width: 0px !important;border-left-width: 0px !important;padding-right: 0px !important;padding-left: 20px !important;}&#8221; offset=&#8221;vc_col-xs-4&#8243;][vc_single_image image=&#8221;59775&#8243; img_size=&#8221;medium&#8221; alignment=&#8221;center&#8221;][\/vc_column_inner][\/vc_row_inner][vc_row_inner css=&#8221;.vc_custom_1673484995777{margin-top: 0px !important;margin-right: 0px !important;margin-bottom: 0px !important;margin-left: 0px !important;border-top-width: 0px !important;border-right-width: 0px !important;border-bottom-width: 0px !important;border-left-width: 0px !important;padding-top: 25px !important;padding-right: 0px !important;padding-bottom: 25px !important;padding-left: 0px !important;}&#8221;][vc_column_inner][vc_custom_heading text=&#8221;Working environment&#8221; font_container=&#8221;tag:h2|font_size:24|text_align:left|color:%23b50000&#8243; use_theme_fonts=&#8221;yes&#8221; css=&#8221;.vc_custom_1676618675391{margin-bottom: 0px !important;border-bottom-width: 0px !important;padding-bottom: 15px !important;}&#8221;][vc_column_text]<strong>Learn and utilise the latest and most up-to-date technologies and techniques<\/strong><br \/>\nYou can learn the latest technologies such as Pytorch, Kubernetes and Spark in our original training programme AvintonAcademy. These technologies are also used in our in-house development teams and in various projects, so there are practical opportunities to make use of the skills you have learnt.<\/p>\n<p><strong>Strong support for improving your skills as an engineer or data scientist<\/strong><br \/>\nWe encourage the growth of our engineers through various programmes, such as the AvintonAcademy training programme, learning and assignment plans by dedicated career coaches, OKR-based growth plans, and a qualification acquisition support system.<\/p>\n<p><strong>Return on individual growth<\/strong><br \/>\nThe skills of our engineers are evaluated and reflected in your remuneration. In addition to the basic evaluation from the company, we measure skills and contribution from various aspects, such as customer evaluation, internal contribution evaluation and self-evaluation, to fully evaluate the efforts of our engineers. The average salary increase has exceeded 7% for two consecutive years as proof of the improvement in the skills of our engineers.<\/p>\n<p><strong>A variety of work styles tailored to the individual<\/strong><br \/>\nAvinton offers a wide variety of projects, with each project offering a different working style, from full remote, to full attendance, to hybrid working. We offer projects that suit each individual&#8217;s style.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner css=&#8221;.vc_custom_1673485001965{margin-top: 0px !important;margin-right: 0px !important;margin-bottom: 0px !important;margin-left: 0px !important;border-top-width: 0px !important;border-right-width: 0px !important;border-bottom-width: 0px !important;border-left-width: 0px !important;padding-top: 25px !important;padding-right: 0px !important;padding-bottom: 25px !important;padding-left: 0px !important;}&#8221;][vc_column_inner][vc_custom_heading text=&#8221;Selection flow&#8221; font_container=&#8221;tag:h2|font_size:24|text_align:left|color:%23b50000&#8243; use_theme_fonts=&#8221;yes&#8221; css=&#8221;.vc_custom_1676618403638{margin-bottom: 0px !important;border-bottom-width: 0px !important;padding-bottom: 15px !important;}&#8221;][vc_column_text]\u25bc Documentary screening<br \/>\n\u25bc Interviews (2~3 times)<br \/>\n\u25bc Job offer[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_empty_space][vc_row_inner equal_height=&#8221;yes&#8221; css=&#8221;.vc_custom_1673484514241{margin-top: 0px !important;margin-right: 0px !important;margin-bottom: 0px !important;margin-left: 0px !important;border-top-width: 1px !important;border-right-width: 1px !important;border-bottom-width: 0px !important;border-left-width: 1px !important;padding-right: 0px !important;padding-left: 0px !important;border-left-color: #e2e7ed !important;border-left-style: solid !important;border-right-color: #e2e7ed !important;border-right-style: solid !important;border-top-color: #e2e7ed !important;border-top-style: solid !important;border-bottom-color: #e2e7ed !important;border-bottom-style: solid !important;}&#8221;][vc_column_inner width=&#8221;1\/4&#8243; css=&#8221;.vc_custom_1673484736092{margin-top: 0px !important;margin-right: 0px !important;margin-bottom: 0px !important;margin-left: 0px !important;border-top-width: 0px !important;border-right-width: 0px !important;border-bottom-width: 0px !important;border-left-width: 0px !important;padding-top: 10px !important;padding-right: 10px !important;padding-bottom: 10px !important;padding-left: 10px !important;background-color: #f4f6f8 !important;}&#8221; offset=&#8221;vc_col-xs-4&#8243;][vc_column_text]Language[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;3\/4&#8243; css=&#8221;.vc_custom_1673487250049{margin-top: 0px !important;margin-right: 0px !important;margin-bottom: 0px !important;margin-left: 0px !important;border-top-width: 0px !important;border-right-width: 0px !important;border-bottom-width: 0px !important;border-left-width: 0px !important;padding-top: 10px !important;padding-right: 10px !important;padding-bottom: 10px !important;padding-left: 10px !important;}&#8221; offset=&#8221;vc_col-xs-8&#8243;][vc_column_text]English[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner equal_height=&#8221;yes&#8221; css=&#8221;.vc_custom_1673485026250{margin-top: 0px !important;margin-right: 0px !important;margin-bottom: 0px !important;margin-left: 0px !important;border-top-width: 1px !important;border-right-width: 1px !important;border-bottom-width: 0px !important;border-left-width: 1px !important;padding-right: 0px !important;padding-left: 0px !important;border-left-color: #e2e7ed !important;border-left-style: solid !important;border-right-color: #e2e7ed !important;border-right-style: solid !important;border-top-color: #e2e7ed !important;border-top-style: solid !important;border-bottom-color: #e2e7ed !important;border-bottom-style: solid !important;}&#8221;][vc_column_inner width=&#8221;1\/4&#8243; css=&#8221;.vc_custom_1673485136643{margin-top: 0px !important;margin-right: 0px !important;margin-bottom: 0px !important;margin-left: 0px !important;border-top-width: 0px !important;border-right-width: 0px !important;border-bottom-width: 0px !important;border-left-width: 0px !important;padding-top: 10px !important;padding-right: 10px !important;padding-bottom: 10px !important;padding-left: 10px !important;background-color: #f4f6f8 !important;}&#8221; offset=&#8221;vc_col-xs-4&#8243;][vc_column_text]Work location[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;3\/4&#8243; css=&#8221;.vc_custom_1673485143820{margin-top: 0px !important;margin-right: 0px !important;margin-bottom: 0px !important;margin-left: 0px !important;border-top-width: 0px !important;border-right-width: 0px !important;border-bottom-width: 0px !important;border-left-width: 0px !important;padding-top: 10px !important;padding-right: 10px !important;padding-bottom: 10px !important;padding-left: 10px !important;}&#8221; offset=&#8221;vc_col-xs-8&#8243;][vc_column_text]Yokohama, Kanagawa[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner equal_height=&#8221;yes&#8221; css=&#8221;.vc_custom_1673485035089{margin-top: 0px !important;margin-right: 0px !important;margin-bottom: 0px !important;margin-left: 0px !important;border-top-width: 1px !important;border-right-width: 1px !important;border-bottom-width: 0px !important;border-left-width: 1px !important;padding-right: 0px !important;padding-left: 0px !important;border-left-color: #e2e7ed !important;border-left-style: solid !important;border-right-color: #e2e7ed !important;border-right-style: solid !important;border-top-color: #e2e7ed !important;border-top-style: solid !important;border-bottom-color: #e2e7ed !important;border-bottom-style: solid !important;}&#8221;][vc_column_inner width=&#8221;1\/4&#8243; css=&#8221;.vc_custom_1673485150751{margin-top: 0px !important;margin-right: 0px !important;margin-bottom: 0px !important;margin-left: 0px !important;border-top-width: 0px !important;border-right-width: 0px !important;border-bottom-width: 0px !important;border-left-width: 0px !important;padding-top: 10px !important;padding-right: 10px !important;padding-bottom: 10px !important;padding-left: 10px !important;background-color: #f4f6f8 !important;}&#8221; offset=&#8221;vc_col-xs-4&#8243;][vc_column_text]salary[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;3\/4&#8243; css=&#8221;.vc_custom_1673485158829{margin-top: 0px !important;margin-right: 0px !important;margin-bottom: 0px !important;margin-left: 0px !important;border-top-width: 0px !important;border-right-width: 0px !important;border-bottom-width: 0px !important;border-left-width: 0px !important;padding-top: 10px !important;padding-right: 10px !important;padding-bottom: 10px !important;padding-left: 10px !important;}&#8221; offset=&#8221;vc_col-xs-8&#8243;][vc_column_text]Expectation salary[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner equal_height=&#8221;yes&#8221; css=&#8221;.vc_custom_1673485042983{margin-top: 0px !important;margin-right: 0px !important;margin-bottom: 0px !important;margin-left: 0px !important;border-top-width: 1px !important;border-right-width: 1px !important;border-bottom-width: 0px !important;border-left-width: 1px !important;padding-right: 0px !important;padding-left: 0px !important;border-left-color: #e2e7ed !important;border-left-style: solid !important;border-right-color: #e2e7ed !important;border-right-style: solid !important;border-top-color: #e2e7ed !important;border-top-style: solid !important;border-bottom-color: #e2e7ed !important;border-bottom-style: solid !important;}&#8221;][vc_column_inner width=&#8221;1\/4&#8243; 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