{"data":{"company":{"name":"TOYOTA RACING","slug":"toyota-racing","logo_url":"https://logos.yubhub.co/careers.tgr-europe.com.png","canonical_domain":"careers.tgr-europe.com","editorial":null,"wikidata_id":null,"founded":null,"ceo":null,"founders":[],"hq_location":null,"industry":null,"employee_count":null,"official_website":null,"wikipedia_url":null,"stock_ticker":null,"stock_price":null,"market_cap":null,"revenue":null,"ipo_date":null,"sector":null,"full_time_employees":null,"company_description":null,"twitter_username":null,"linkedin_id":null,"instagram_username":null,"facebook_id":null,"parent_org":null,"country":null,"github_org":"Toyota-Racing","github_public_repos":0,"github_followers":1,"github_verified":0,"github_description":null,"github_location":null,"github_blog":null,"github_twitter":null,"stock_exchange":null,"stock_beta":null,"stock_range":null,"stock_is_actively_trading":null,"fmp_image":null,"fmp_address":null,"fmp_city":null,"fmp_state":null,"fmp_country":null,"recent_news":[{"title":"6 Hours of Spa-Francorchamps: Race - Drama and double points for TOYOTA RACING - Newsroom Toyota Europe","url":"https://news.google.com/rss/articles/CBMiqAFBVV95cUxQVUQwTktxOHVlQXJUaHJSRTVrVi1XVzhtb0h3TXRSS0NDaW1RNWNadnI5TGNMQmxjN3BWeXVucEZjVU1vTnVTeExQVm92UC05ZklzbVdwdmN0T2h2VzJvZWhFaXF0ZHNMYzlVdVV0LWo5YldwdVU3M0FGMGdKTFhPcngtT19NcVFQejM1ajZmNERRdV85TzZLU0ZkTVVxUlFRUjdLb0Q5OUw?oc=5","publisher":"Newsroom Toyota Europe","date":"2026-05-09","snippet":"6 Hours of Spa-Francorchamps: Race - Drama and double points for TOYOTA RACING Newsroom Toyota Europe"},{"title":"Toyota springing ahead in NASCAR - RACER - Racing News","url":"https://news.google.com/rss/articles/CBMibkFVX3lxTE1MZzJ5TGdoWXRadDJpWDItYzRLVXlOVk5iUy1QREN2V08tVUw2SnFJMlpubU9iRU1XV19hX1dYUFFjNUxvOUhScW9PaWFnZWtlSUVUM3MtTkF4VEZmdGtlRlBLeXQ1SmFVeUI4Q3RB?oc=5","publisher":"RACER - Racing News","date":"2026-05-05","snippet":"Toyota springing ahead in NASCAR RACER - Racing News"},{"title":"TOYOTA RACING USAC Kokomo Recap 4-25-2026 - Speedway Digest","url":"https://news.google.com/rss/articles/CBMipgFBVV95cUxQaWxhMGhOWFlIVFR6OFZ3S2o0cjJ2TWhiejAxVm5OQVBYZF9fUFZKOHRna3FTbUJ5NjNEVVprWkZGa3hUZmpNRFFXSkFmZ0M2VEZ0blZXdEduakZMNTRxclpBNjJOd0xjRmx2YU5BbS1EcTkxLS16TFZFeXk2d3h0SkNESWdzQXBtS3BsNjNyRVY3QjV3d1Z4b2ZHeGowMUNSNWtNeXlB?oc=5","publisher":"Speedway Digest","date":"2026-04-26","snippet":"TOYOTA RACING USAC Kokomo Recap 4-25-2026 Speedway Digest"},{"title":"TRD Vs. GR: What's The Difference Between Toyota's Racing Divisions? - Jalopnik","url":"https://news.google.com/rss/articles/CBMihgFBVV95cUxOTlFQZmt0ZDR3VFQwM1pmQXduNF9FMEZKZE9hZEI4SWYyTF9fbVgycEJ2UjdnUmltSGVUR0RWQWE3WmFCcWxHRlk5S3BrM2oxR2hZU29Wam5HeUxoUk1jeVVoV191ZzRKMTVQbUE4ZFNhbUdpSmI4eWdJZ0Jpa19hejE1aFJIdw?oc=5","publisher":"Jalopnik","date":"2026-05-07","snippet":"TRD Vs. GR: What's The Difference Between Toyota's Racing Divisions? 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We offer an exciting Master&#39;s thesis opportunity focused on state-of-the-art computer vision methods for analysing race video data in the FIA World Endurance Championship (WEC).</p>\n<p>The goal of this thesis is to enhance an existing automated race-video analysis system by improving its robustness, accuracy, and real-world performance using modern deep learning approaches.</p>\n<p>During WEC races, large volumes of video data are generated from multiple cameras and perspectives. These videos contain valuable information about vehicle positions, movements, and interactions within a highly dynamic environment.</p>\n<p>Your work will focus on transforming this raw video data into structured and actionable insights by improving current computer vision models.</p>\n<p>Key tasks include:</p>\n<ul>\n<li>Reviewing and selecting state-of-the-art object detection and video analysis methods</li>\n<li>Designing and implementing improvements to an existing baseline model</li>\n<li>Enhancing robustness against real-world challenges such as: Occlusions, Lighting variability, Complex camera perspectives, Visually similar vehicles</li>\n<li>Evaluating performance improvements using objective metrics</li>\n<li>Generating structured outputs (e.g. vehicle detection and relative positioning) for further analysis</li>\n<li>Documenting findings, limitations, and recommendations for future development</li>\n</ul>\n<p>You will work in a modern machine learning environment, including:</p>\n<ul>\n<li>Python-based ML stack (e.g. PyTorch, OpenCV)</li>\n<li>Object detection frameworks (e.g. YOLO or similar)</li>\n<li>AWS-based data access and processing</li>\n<li>Large-scale motorsport video datasets from past WEC events</li>\n</ul>\n<p>Start date: Earliest 1st August 2026</p>\n<p>Duration: Minimum of 6 months</p>\n<ul>\n<li>Master&#39;s student in Computer Science, Engineering, Data Science, Mathematics, Physics, or a related field</li>\n<li>Hands-on experience with machine learning and computer vision in Python</li>\n<li>Experience with at least one deep learning framework (preferably PyTorch)</li>\n<li>Basic understanding of object detection, image processing, or video analysis</li>\n<li>Experience with OpenCV, YOLO-style models, tracking, segmentation, or data annotation is a plus</li>\n<li>Strong analytical mindset and ability to evaluate models using objective metrics</li>\n<li>Interest in motorsport and applied AI systems is beneficial</li>\n</ul>\n<p>Work on real-world data from top-tier motorsport Apply cutting-edge AI methods in a high-performance environment Contribute to systems used in professional race engineering Gain hands-on experience with production-relevant ML pipelines</p>","enriched_at":1781191814967},{"id":"job_e9bc8301-1e8","title":"Werkstudent (m/w/d) - Maschinenbedienung im Bereich metallischer 3D Druck / Additive Fertigung","source_url":"https://careers.tgr-europe.com/job/Cologne-Werkstudent-%28mwd%29-Maschinenbedienung-im-Bereich-metallischer-3D-Druck-Additive-Fertigung-NW-50858/1354260455/","location":"Köln","job_type":"internship","experience_level":"entry","work_arrangement":"onsite","category":"Engineering","description":"<p>Join our production team at TOYOTA RACING in Cologne. We&#39;re looking for a work student to assist in machine operation in the field of metallic 3D printing/additive manufacturing.</p>\n<p>As a team player with a passion for technical tasks, you&#39;ll support the setup and implementation of processes for a metal 3D printing machine (DMG Mori) and an eroding machine (Mitsubishi). You&#39;ll also contribute to creating a professional working environment, document processes, and participate in quality control checks amongst process steps.</p>\n<p>Your responsibilities will include supporting continuous process improvements (Kaizen activities), researching and structuring technical topics from scientific publications, and preparing, conducting, and evaluating test series and studies to develop and optimise process parameters.</p>\n<p>To succeed in this role, you&#39;ll need good technical understanding, experience in metal processing, and knowledge of additive manufacturing. You should also have strong hand skills, a self-motivated approach, and excellent English language skills.</p>\n<p>If you&#39;re eager to work in a production environment with direct reference to practical manufacturing processes, we&#39;d love to hear from you.</p>","enriched_at":1780477622529},{"id":"job_d185a9c7-e08","title":"Composite Technician (m/f/d) Race & Test","source_url":"https://careers.tgr-europe.com/job/Cologne-Composite-Technician-%28mfd%29-Race-&-Test-NW-50858/1352553255/","location":"Cologne","job_type":"full-time","experience_level":"mid","work_arrangement":"onsite","category":"Engineering","description":"<p>Become part of a unique company within a fast-moving industry where team spirit and advanced technology create excitement. We are looking for a Composite Technician (m/f/d) Race &amp; Test to join our works motorsport team in Cologne, Germany.</p>\n<p>As a team player who thrives on responsibility, you will be part of a 500-strong workforce passionate about motorsport and automotive projects. You will have the opportunity to work on exciting projects with technical freedom and innovation, and be part of a challenging and fulfilling workplace in a multi-national company.</p>\n<p><strong>Responsibilities:</strong></p>\n<ul>\n<li>Build car parts to the highest standards, following relevant setup parameters and build specifications.</li>\n<li>Undertake trackside composite repairs, using different resins and laminating techniques.</li>\n<li>Support in-house composite production.</li>\n<li>Load and unload freight, set up and pack down the garage.</li>\n<li>Be involved in parts coordination, using comprehensive parts lists, build-up sheets, and required documentation.</li>\n</ul>\n<p><strong>Requirements:</strong></p>\n<ul>\n<li>A degree in a relevant discipline.</li>\n<li>First experience in comparable high-end surroundings.</li>\n<li>Ability to work under high pressure and limited time frames at the track.</li>\n<li>Exceptional attitude towards attention to detail and consistent high-quality work.</li>\n</ul>\n<p><strong>What we offer:</strong></p>\n<ul>\n<li>Exciting projects and a place for technical freedom and innovation.</li>\n<li>Attractive benefits package, including competitive remuneration, social benefits, 30 days annual holiday, car leasing, and free on-site gym.</li>\n</ul>\n<p>Apply now!</p>","enriched_at":1779149185849},{"id":"job_80a8e12a-379","title":"Production Engineer Composite (m/f/d)","source_url":"https://careers.tgr-europe.com/job/Cologne-Production-Engineer-Composite-%28mfd%29-NW-50858/1345139355/","location":"Cologne","job_type":"full-time","experience_level":"mid","work_arrangement":"onsite","category":"Engineering","description":"<p>Infragistics in composite production processes and introduce innovative manufacturing technologies a collaborative engineering culture with close interaction between design, production and quality teams attractive benefits packages including competitive remuneration, social benefits, 30 days annual holiday, car leasing and free on site gym a challenging workplace within a multinational company that combines technical excellence with a familiar and passionate team atmosphere</p>\n<p>Your tasks will include developing, optimizing, and standardizing composite manufacturing processes (lay-up, curing, trimming, bonding, assembly). You will also create and update work instructions and technical production documentation. Additionally, you will optimize and integrate jigs, fixtures, and support tooling into existing manufacturing processes, monitor production KPIs, and drive improvement initiatives in quality, lead time, and cost. You will also initiate root-cause analyses and implement corrective and preventive actions together with design, quality- and workshop teams. As a hands-on problem solver on the shop floor, you will coordinate production-related projects.</p>\n<p>The successful candidate will hold a degree in Mechanical, Materials or Automotive Engineering or a comparable technical discipline. They will possess solid knowledge of composite manufacturing technologies and quality-relevant methods. Experience with CAD tools (e.g., CATIA V5), ideally including composite-design modules, is required. The candidate should understand composite production requirements in motorsport or other high-performance industries. They will work reliably and solution-oriented in cross-functional teams with clear communication skills. An analytical, structured, and proactive working style with a strong focus on process stability and manufacturability is essential.</p>","enriched_at":1777036485097},{"id":"job_e7ada491-7a7","title":"Senior Engineer (m/f/d) Powertrain Design - High Performance Motorsport","source_url":"https://careers.tgr-europe.com/job/Cologne-Senior-Engineer-%28mfd%29-Powertrain-Design-High-Performance-Motorsport-NW-50858/1346157655/","location":null,"job_type":"full-time","experience_level":"senior","work_arrangement":"onsite","category":"Engineering","description":"<p>We are looking for a highly skilled Senior Powertrain Design Engineer with deep experience in high-performance ICE development. This role is aimed at engineers with a strong background in Formula 1 or a comparable top-tier motorsport environment, especially those who have designed engine components, core ICE systems or prototype power units.</p>\n<p>You will play a key role in the design and development of advanced engine components for current and future motorsport programmes. This position offers technical ownership, close collaboration with specialist teams, and the opportunity to influence the next generation of high-performance powertrains.</p>\n<p>Responsibilities:</p>\n<ul>\n<li>Design and develop high-performance ICE components including structural and rotating parts.</li>\n<li>Create, optimise and release 3D models and technical drawings using CATIA V5.</li>\n<li>Drive prototype layouts and contribute to concept, validation and performance optimisation.</li>\n<li>Collaborate closely with Simulation, Testing, Manufacturing, Materials and Assembly teams.</li>\n<li>Analyse mechanical, functional and durability requirements for motorsport applications.</li>\n<li>Support technical planning and cross-functional discussions for future powertrain programmes.</li>\n</ul>\n<p>What We Offer:</p>\n<ul>\n<li>A cutting-edge technical environment for engine development and testing.</li>\n<li>Direct influence on performance-critical powertrain components.</li>\n<li>International team and strong engineering culture.</li>\n<li>Competitive package and 30 days annual leave.</li>\n<li>A workplace where dedication to engineering excellence truly matters.</li>\n</ul>","enriched_at":1777036424284},{"id":"job_caade40d-0a6","title":"Mechatroniker (m/w/d) in der Maschinen- und Anlagentechnik","source_url":"https://careers.tgr-europe.com/job/Cologne-Mechatroniker-%28mwd%29-in-der-Maschinen-und-Anlagentechnik-NW-50858/1350071755/","location":"Köln","job_type":"full-time","experience_level":null,"work_arrangement":null,"category":"Engineering","description":"<p>Work not for anyone – but become part of a unique company in its field. TOYOTA RACING – Creating Excitement Through Team Spirit and Advanced Technology!</p>\n<p>We are looking for a Mechatroniker (m/w/d) in der Maschinen- und Anlagentechnik at our facility in Cologne. If you have team spirit, work independently, and enjoy implementing different tasks in the field of machine and plant technology, then look forward to challenging tasks. Live and experience teamwork and let yourself be inspired by our more than 500 employees – for the passion for the automobile.</p>\n<p><strong>What we offer:</strong></p>\n<ul>\n<li>Exciting projects and a place for technical freedom and innovation to bring things into motion</li>\n<li>Attractive benefit packages such as competitive remuneration, social benefits, 30 days&#39; annual leave, car leasing, free fitness studio on site</li>\n<li>A demanding, fulfilling job in a multinational company in a family-like atmosphere – driven by fascination and passion</li>\n<li>The opportunity for further development and training</li>\n</ul>\n<p><strong>Your tasks:</strong></p>\n<ul>\n<li>Maintain and repair machines and plants made of mechanical and electronic parts, disassemble and reassemble them</li>\n<li>Put mechatronic systems into operation and operate them, install and test controls</li>\n<li>Produce semi-finished products and components, measure and test electrical quantities</li>\n<li>Carry out repair, maintenance, and overhaul measures on machines and plants in the production and manufacturing area (e.g. CNC milling machines, CNC turning machines, autoclaves, conventional machining machines)</li>\n<li>Carry out repair, maintenance, and overhaul measures on test stands in the wind tunnel and chassis test bench area (e.g. suspension test stands)</li>\n<li>Coordinate and control external service providers</li>\n</ul>\n<p><strong>Your qualifications:</strong></p>\n<ul>\n<li>Completed technical education as an electronics technician, mechatronics technician, electrical engineer, master or comparable qualification</li>\n<li>Good team and communication skills with enthusiasm for automation technology and good understanding of technical processes</li>\n<li>Experience in fault finding and rectification, experience in the field of measurement, control and regulation technology (e.g. SBC or Siemens) or fundamental knowledge of CNC controls (e.g. Siemens, Heidenhain, Celos)</li>\n<li>Safe reading of technical drawings and circuit diagrams, and understanding of safety technology</li>\n<li>Solution-oriented, flexible, open-minded, and willing to take responsibility</li>\n<li>Independent, reliable, structured, and goal-oriented working style, and well-developed service and responsibility awareness</li>\n<li>Very good German language skills</li>\n<li>Good English language skills</li>\n</ul>\n<p>If you enjoy technology, are eager to take on new challenges, enjoy teamwork, but also work independently, then apply now and become part of our facility management team.</p>","enriched_at":1777036334359},{"id":"job_71714f67-5a3","title":"PLM & CAD Architect and Administrator for Race Car Engineering","source_url":"https://careers.tgr-europe.com/job/Cologne-PLM-&-CAD-Architect-and-Administrator-for-Race-Car-Engineering-%28mfd%29-NW-50858/1343132855/","location":"Cologne","job_type":"full-time","experience_level":"mid","work_arrangement":"hybrid","category":"Engineering","description":"<p>We are looking for a PLM &amp; CAD architect and administrator to join our IT and works motorsport team in Cologne, Germany. In this role, you will be maintaining a range of engineering solutions, mainly used by our design, production and procurement teams with the opportunity to work up to 40% remotely.</p>\n<p>Are you a team player who thrives on responsibility, with strong analytical and logical skills? Then you are the right person to take on this challenge.</p>\n<p><strong>Your tasks:</strong></p>\n<ul>\n<li>Manage the installation, configuration, maintenance, and support of Teamcenter PLM and CATIA V5 software at the server and client level in production and non-production environments.</li>\n<li>Collaborate with business subject matter experts, business analysts, functional leads, and technical leads from other disciplines to architect and design Teamcenter solutions.</li>\n<li>Develop, test, document and deploy system updates and upgrades deployment packages for the Teamcenter environment.</li>\n<li>Manage and coordinate Teamcenter and CATIA user issues and drive them to resolution.</li>\n<li>Multi-task across ongoing projects and daily duties of varying priorities as required.</li>\n<li>Be involved in the whole environment lifecycle: requirement collection, planning, development, automated testing, documentation, deployment and operations.</li>\n</ul>\n<p><strong>What we offer:</strong></p>\n<ul>\n<li>Exciting projects and a place for technical freedom and innovation to get things moving.</li>\n<li>Attractive benefits packages, including competitive remuneration, social benefits, 30 days annual holiday, and free on-site gym.</li>\n</ul>\n<p><strong>The successful candidate will:</strong></p>\n<ul>\n<li>Have a Bachelor degree or equivalent in computer science or engineering.</li>\n<li>Have a minimum of 5 years of experience in Siemens Teamcenter Engineering environment.</li>\n<li>Have deep experience with Teamcenter installation and configuration.</li>\n<li>Be able to write and speak professional English, additional German language skills are an advantage.</li>\n<li>Have experience with one or more of the following: Teamcenter Customization, Teamcenter Active Workspace, Siemens Active Integration (SAP), VB Macro scripting, Client Software deployment.</li>\n</ul>","enriched_at":1773054634200},{"id":"job_e2171310-d94","title":"Principal Engineer (m/f/d) Composite Design","source_url":"https://careers.tgr-europe.com/job/Cologne-Principal-Engineer-%28mfd%29-Composite-Design-NW-50858/1344058155/","location":"Cologne","job_type":"full-time","experience_level":"senior","work_arrangement":"onsite","category":"Engineering","description":"<p>We are currently seeking a Principal Engineer (m/f/d) Composite Design to conceptualize structural components/assemblies and guide a team of engineers designing composite components or assemblies. The successful candidate will be responsible for ensuring timely delivery within budget, creating detailed specifications and designs, including necessary tooling and lay-up books.</p>\n<h3>What you&#39;ll do</h3>\n<p>As a Principal Engineer (m/f/d) Composite Design, you will be in charge of producing designs for structural assemblies (including the respective tooling) and drawings as well as providing full documentation in English. You will work closely as part of a team of designers and be responsible for ensuring on-time delivery of projects within agreed cost limits.</p>\n<ul>\n<li>Undertake the concept scheming and designing of, structural and non-structural, composite components or assemblies</li>\n<li>Generate detailed specifications of various composite components as well as associated component testing</li>\n<li>Responsible for design and development of high-end race car components</li>\n<li>Definition of drawings, ply books and full documentation in English</li>\n<li>Developing the tooling, jigs and fixtures for component production, inspection and testing</li>\n</ul>\n<h3>What you need</h3>\n<ul>\n<li>Have a degree in Mechanical or Automotive Engineering</li>\n<li>High-level knowledge and relevant experience in motorsport parts layout and the design of high-performance structural components</li>\n<li>Display sound knowledge and hands-on experience of carbon composite design technologies and laminate definition, including structural components and crash structures</li>\n</ul>\n<h3>Why this matters</h3>\n<p>As a Principal Engineer (m/f/d) Composite Design, you will be part of a dynamic team that is passionate about motorsport and automotive projects. You will have the opportunity to work on exciting projects and contribute to the development of high-performance structural components. Your skills and experience will be valued and utilized to ensure the success of the team and the company.</p>","enriched_at":1772633211370},{"id":"job_ecf655c7-070","title":"Performance Engineer (m/f/d) BoP","source_url":"https://careers.tgr-europe.com/job/Cologne-Performance-Engineer-%28mfd%29-BoP-NW-50858/1337344755/","location":"Cologne","job_type":"full-time","experience_level":"mid","work_arrangement":"onsite","category":"Engineering","description":"<p>We are looking for a Performance Engineer (m/f/d) to support our GT3 and GT4 customer programs with performance analysis and reviews of the Balance of Performance (BoP).</p>\n<h3>What you&#39;ll do</h3>\n<p>As a Performance Engineer, you will work alongside our support team and the engineering groups in Cologne to deliver comprehensive performance analysis of drivers, teams, and cars using car data, timing data, and simulation tools across various categories, championships, events, and circuits.</p>\n<ul>\n<li>Work alongside our support team and the engineering groups in Cologne to deliver comprehensive performance analysis of drivers, teams, and cars using car data, timing data, and simulation tools across various categories, championships, events, and circuits</li>\n<li>Liaise with our customer teams to understand the limiting factors for performance against competition.</li>\n</ul>\n<h3>What you need</h3>\n<ul>\n<li>A Bachelor’s or Master’s degree in Mechanical Engineering, Automotive Engineering, or a related discipline</li>\n<li>Several years of experience in a similar role or as a race team performance engineer in GT3</li>\n<li>Strong communication skills with the ability to confidently and knowledgeably engage as a customer-facing representative of the company</li>\n</ul>","enriched_at":1769000805148},{"id":"job_6008630f-1e5","title":"Performance Engineer (m/f/d) GT3","source_url":"https://careers.tgr-europe.com/job/Cologne-Performance-Engineer-%28mfd%29-GT3-NW-50858/1337344955/","location":"Cologne","job_type":"full-time","experience_level":"mid","work_arrangement":"onsite","category":"Engineering","description":"<p>We are looking for a Performance Engineer to support our GT3 Customers during track and test events based out of our Cologne headquarters. Are you a team player who thrives on responsibility, with strong analytical and negotiating skills? Then you are the right person to take on this challenge.</p>\n<h3>What you&#39;ll do</h3>\n<p>This is an exciting opportunity for an experienced and highly motivated performance engineer, to join TOYOTA RACING in Cologne and trackside, at international race events.</p>\n<ul>\n<li>Work in conjunction with race engineers on setting up race cars and driver performance at race events, tests and DiL simulator sessions</li>\n<li>Analyse data using dedicated data acquisition software and additional analysis techniques to optimize the car performance</li>\n</ul>\n<h3>What you need</h3>\n<ul>\n<li>A Bachelor’s or Master’s degree in Mechanical Engineering, Automotive Engineering, or a related discipline</li>\n<li>Experience in working with GT3 race car manufacturers or racing teams</li>\n</ul>","enriched_at":1769000736788}],"category_normalised":[{"category":"engineering","count":14}],"velocity":{"weeks":[{"week_start":"2026-01-12","count":1},{"week_start":"2026-01-19","count":5},{"week_start":"2026-03-02","count":2},{"week_start":"2026-04-20","count":3},{"week_start":"2026-05-18","count":1},{"week_start":"2026-06-01","count":1},{"week_start":"2026-06-08","count":1}],"trend":"decelerating","wow_pct":0},"momentum":{"recent_14d":1,"prior_14d":1,"growth_pct":0,"classification":"stable"},"salary_vs_industry":{"company_median":null,"industry_median":null,"percentile":null,"sample_size":0,"by_region":[],"transparency_pct":0,"industry_transparency_pct":0,"transparency_warning":true},"market_share":{"company_jobs":14,"industry_total":14,"share_pct":100,"rank":1,"peer_count":1},"ai_exposure":{"occupation_weighted_score":0.134,"skill_weighted_score":0.225,"top_exposed_titles":[],"top_exposed_skills":[{"skill":"Data Analysis","count":4,"score":0.265},{"skill":"Mechanical Engineering","count":3,"score":0.198},{"skill":"Automotive Engineering","count":3,"score":0.198}]},"peer_set":[],"skills_lq":[],"geographic_shift":{"current":[{"region":"Unknown","count":12,"share_pct":100}],"emerging":[],"shrinking":[]},"seniority_anomalies":{"exec_recent_30d":0,"exec_prior_90d_avg":0,"exec_growth_pct":0,"notable_exec_hires":[]},"posting_dynamics":{"median_days_open":30,"industry_median_days_open":null,"long_open_count":8,"closure_rate_pct":50}}}}