{"data":{"company":{"name":"AVL","slug":"avl","logo_url":"https://logos.yubhub.co/jobs.avl.com.png","canonical_domain":"jobs.avl.com","editorial":null,"wikidata_id":"Q300157","founded":"1948-01-01","ceo":null,"founders":["Hans List"],"hq_location":"Graz","industry":"measuring instrument","employee_count":3650,"official_website":"https://www.avl.com/","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":"Austria","github_org":null,"github_public_repos":null,"github_followers":null,"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":[],"search_interest_index":null,"search_interest_trend":null,"wikipedia_monthly_views":null,"hn_mention_count":32,"hn_top_stories":[{"title":"Efficient AVL Tree in C#","url":"https://bitlush.com/blog/efficient-avl-tree-in-c-sharp","points":54},{"title":"Grokking AVL and RAVL Trees","url":"https://photonlines.substack.com/p/grokking-avl-and-ravl-trees","points":53},{"title":"Purely Functional AVL Trees in Common Lisp (2018)","url":"https://two-wrongs.com/purely-functional-avl-trees-in-common-lisp.html","points":25},{"title":"AVL tree implementation for Rust learning","url":"https://github.com/tamuhey/avltree","points":15},{"title":"Comparing AVL Trees in C++ and Haskell","url":"https://izbicki.me/blog/avl-tree-runtimes-c%2B%2B-vs-haskell.html","points":14}],"wayback_first_year":1998,"sec_incorporation_state":null,"sec_latest_filing_type":null,"sec_latest_filing_date":null,"sec_filings":[],"research_papers_count":null,"research_citations_count":null,"research_h_index":null,"research_topics":[],"is_federal_contractor":null,"earnings_calendar":[],"industry_canonical":"Other","enrichment_sources":["wikidata","hackernews"],"last_enriched_at":"2026-08-02T00:05:50.964Z"},"hiring":{"total_jobs":27,"categories":[{"category":"engineering","count":23},{"category":"it","count":2},{"category":"marketing","count":1},{"category":"administrative","count":1}],"experience_levels":[{"level":"mid","count":13},{"level":"entry","count":8},{"level":"senior","count":5}],"work_arrangements":[{"arrangement":"onsite","count":20},{"arrangement":"hybrid","count":3}],"top_titles":[{"title":"Engine Calibration Engineer","count":2},{"title":"System Development Engineer Steering Systems (f/m/d)","count":1},{"title":"System Development Engineer Braking Systems (f/m/d)","count":1},{"title":"Student Trainee or Internship at AVL","count":1},{"title":"Stage - 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You will ensure high-quality internal IT support with a solution-oriented approach and collaborate with the IT team to shape the digital workplace.</p>\n<p><strong>Responsibilities:</strong></p>\n<ul>\n<li>Process IT requirements and customer inquiries</li>\n<li>Provide 1st and 2nd level support to internal users</li>\n<li>Support and operate applications and operating systems, particularly Windows and MS Office, along with relevant backend tools</li>\n<li>Execute hardware and software installations in the data center</li>\n<li>Perform on-site maintenance activities in the data center</li>\n<li>Document tasks in the ticket system or asset management system</li>\n</ul>\n<p><strong>Profile:</strong></p>\n<ul>\n<li>Completed IT-focused training (Secondary Technical College, apprenticeship, or comparable)</li>\n<li>At least 1 year of relevant professional experience in IT support</li>\n<li>Strong communication and teamwork skills</li>\n<li>Independent and structured work style</li>\n<li>Very good knowledge of German and basic knowledge of English</li>\n</ul>\n<p><strong>Benefits:</strong></p>\n<ul>\n<li>Food trucks, snack bar, and canteen with daily menus</li>\n<li>80% subsidy for public transportation costs or access to a personal parking space</li>\n<li>Various events like summer festivals, Oktoberfest, and Christmas parties</li>\n<li>Company sports club with over 30 sections and regular sports events</li>\n<li>Attractive bike leasing program</li>\n</ul>\n<p><strong>Annual Remuneration:</strong> The annual gross remuneration (full-time) is €41,300.00, based on the Collective Agreement for Employees of Industry (Collective Bargaining Agreement of the Automotive Industry).</p>","enriched_at":1784894597841},{"id":"job_eed73914-d04","title":"Facility Management Expert - Access Management and System Support f/m/d","source_url":"https://jobs.avl.com/job/Graz-Facility-Management-Expert-Access-Management-and-System-Support-fmd/1415700333/","location":null,"job_type":null,"experience_level":null,"work_arrangement":null,"category":"IT","description":"<p>We are seeking a Facility Management Expert to support the operation and continuous development of our access control, visitor management, and security systems. In this role, you will ensure the reliable operation of these systems and contribute to their ongoing improvement.</p>\n<p><strong>Responsibilities:</strong></p>\n<ul>\n<li>Operate, maintain, and support access control, visitor management, and security systems</li>\n<li>Support users with technical questions and provide solutions to incidents</li>\n<li>Administer users, roles, and authorizations</li>\n<li>Configure and optimize tools, systems, and access hardware</li>\n<li>Create reports and dashboards to analyze system and access data</li>\n<li>Collaborate with external suppliers and system partners</li>\n</ul>\n<p><strong>Profile:</strong></p>\n<ul>\n<li>Completed education in information technology, electrical engineering, or a related field</li>\n<li>Experience in IT support, system operations, or a technical systems environment is advantageous</li>\n<li>Interest in system configuration, authorization management, and data analysis</li>\n<li>Good technical understanding of applications, interfaces, and basic IT/network topics</li>\n<li>Structured and solution-oriented way of working with a willingness to learn</li>\n<li>Experience with access control, visitor management, or IAM systems is desirable</li>\n<li>Experience with reporting, BI, or dashboard solutions is a plus</li>\n</ul>\n<p><strong>Benefits:</strong></p>\n<ul>\n<li>Personalized onboarding process</li>\n<li>Contributing to a safer and more sustainable future of mobility</li>\n<li>80% subsidy for public transportation costs or access to a personal parking space</li>\n<li>Training and development programs</li>\n<li>Employee discounts</li>\n<li>Attractive bike leasing program</li>\n</ul>\n<p><strong>Salary:</strong> The annual gross remuneration for this position is €50,000.00.</p>","enriched_at":1784271843321},{"id":"job_213b61b3-ee0","title":"System Development Engineer Braking Systems (f/m/d)","source_url":"https://jobs.avl.com/job/Graz-System-Development-Engineer-Braking-Systems-%28fmd%29/1412342633/","location":null,"job_type":"full-time","experience_level":"senior","work_arrangement":"hybrid","category":"Engineering","description":"<p>As the automotive industry transitions towards the Software-Defined Vehicle (SDV), the demands on vehicle system development continue to grow. Braking systems are evolving into highly complex mechatronic systems that seamlessly integrate mechanical, electrical, and software components.</p>\n<p>AVL is looking for a System Development Engineer Braking Systems who will take ownership of system-level development activities in challenging projects for leading automotive OEMs.</p>\n<p><strong>Responsibilities:</strong></p>\n<ul>\n<li>Define and maintain the system architecture of braking systems, including electrical/electronic, mechanical, and software components</li>\n<li>Develop and align system concepts and interfaces</li>\n<li>Define, manage, and trace system requirements throughout the entire development lifecycle</li>\n<li>Coordinate subsystem development, suppliers, and internal engineering teams</li>\n<li>Ensure seamless integration of braking systems into the overall vehicle architecture</li>\n<li>Plan and execute verification and validation activities</li>\n<li>Ensure compliance with functional safety standards, industry regulations, and customer requirements</li>\n</ul>\n<p><strong>Profile:</strong></p>\n<ul>\n<li>Completed education (university, technical college, or equivalent) in automotive engineering, mechanical engineering, mechatronics, or electrical engineering, or a related field</li>\n<li>At least 3 years of experience in system-level development of braking systems</li>\n<li>Strong understanding of mechatronic systems and vehicle dynamics</li>\n<li>Experience in technical coordination, project leadership, or systems engineering and architecture development</li>\n<li>Good knowledge of ASPICE, ISO 26262, and the V-Model development process</li>\n<li>Structured and analytical approach to solving complex engineering challenges, combined with a strong sense of ownership</li>\n<li>Excellent communication and teamwork skills in an international environment</li>\n<li>Very good knowledge of English; knowledge of German is an advantage</li>\n</ul>\n<p><strong>Benefits:</strong></p>\n<ul>\n<li>Various working time models, flextime, and the possibility of working from home</li>\n<li>Contributing to a safer and more sustainable future of mobility</li>\n<li>80% subsidy for public transportation costs or access to a personal parking space</li>\n<li>Training and development programs for individual career growth</li>\n<li>Company sports club with more than 30 sections and regular sports events/trips</li>\n</ul>\n<p><strong>Annual Remuneration:</strong> The annual gross remuneration (full-time) for this position is €60,970.00.</p>","enriched_at":1783562717542},{"id":"job_be92fdea-35f","title":"System Development Engineer Steering Systems (f/m/d)","source_url":"https://jobs.avl.com/job/Graz-System-Development-Engineer-Steering-Systems-%28fmd%29/1412366033/","location":null,"job_type":"full-time","experience_level":"senior","work_arrangement":null,"category":"Engineering","description":"<p>We are seeking an experienced System Development Engineer Steering Systems (Steer-by-Wire / Rear Wheel Steering) to join our team. You will actively contribute to the development of steering technologies and play a key role in delivering innovative solutions for leading automotive OEMs.</p>\n<p><strong>Responsibilities:</strong></p>\n<ul>\n<li>Develop steering functions and system architectures for Steer-by-Wire and Rear-Wheel Steering systems</li>\n<li>Define functional and safety concepts</li>\n<li>Create, maintain and manage system models and requirements</li>\n<li>Integrate sensors, actuators and electronic control units (ECUs) into the vehicle architecture</li>\n<li>Take responsibility for system design, performance and safety concepts</li>\n<li>Plan and execute simulation, verification, validation, and testing activities, including SiL, HiL and vehicle testing</li>\n<li>Coordinate and manage development activities and work packages</li>\n</ul>\n<p><strong>Profile:</strong></p>\n<ul>\n<li>Completed training (University, University of Applied Sciences or comparable) in automotive engineering, mechatronics, electrical engineering or a related field</li>\n<li>At least 3 years of experience in the development of steering systems or comparable vehicle dynamics systems</li>\n<li>Experience in technical leadership, coordination, or development management, or a strong interest in taking on such responsibilities</li>\n<li>Knowledge of Steer-by-Wire, Rear-Wheel Steering (RWS), or active steering systems is considered an advantage</li>\n<li>Strong understanding of vehicle dynamics, control systems, and functional safety (ISO 26262)</li>\n<li>Experience with modeling tools and Systems Engineering methodologies</li>\n<li>Strong analytical and structured approach to solving complex system-level challenges, combined with a high sense of ownership</li>\n<li>Excellent communication and teamwork skills in an international environment</li>\n<li>Very good knowledge of English, knowledge of German is an advantage</li>\n</ul>\n<p><strong>Benefits:</strong></p>\n<ul>\n<li>Various working time models, flextime and the possibility of working from home</li>\n<li>Contributing to a safer and more sustainable future of mobility</li>\n<li>80% subsidy for public transportation costs or access to a personal parking space</li>\n<li>Training and development programs for your individual career growth</li>\n<li>Company sports club with more than 30 sections and regular sports events/trips</li>\n</ul>\n<p><strong>Annual Remuneration:</strong> €60,970.00</p>","enriched_at":1783562635094},{"id":"job_6faecdd4-d53","title":"Junior Research Engineer in Computational Engineering","source_url":"https://jobs.avl.com/job/Graz-Junior-Research-Engineer-in-Computational-Engineering-fmd-GREET-Project/1409630933/","location":"Graz","job_type":"full-time","experience_level":"entry","work_arrangement":"hybrid","category":"Engineering","description":"<p>We are seeking a Junior Research Engineer in Computational Engineering as part of the GREET project, funded by Horizon Europe under the Marie Skłodowska-Curie Actions. You will conduct research in Computational Engineering, focusing on the autonomous generation and optimization of engineering designs through generative AI and computational search techniques.</p>\n<p><strong>Responsibilities:</strong></p>\n<ul>\n<li>Development of generative AI models for autonomous design space exploration in automotive engineering</li>\n</ul>\n<ul>\n<li>Computational methods for evaluating and optimizing engineering designs against multiple constraints and objectives</li>\n</ul>\n<ul>\n<li>Integration of symbolic and learning-based approaches for rule-based engineering formulation and synthesis</li>\n</ul>\n<ul>\n<li>Application of generative techniques to physical design problems (components, structures, systems in powertrain and vehicle development)</li>\n</ul>\n<ul>\n<li>Collaboration with academic partners on explainability and transparency in generative AI systems</li>\n</ul>\n<p><strong>Profile:</strong></p>\n<ul>\n<li>Completed education (University or University of Applied Sciences, University of Technology, or comparable) with a focus on Computer Science, Software Engineering, or a closely related discipline, with completion by August 2026 at the latest and eligibility for admission to a doctoral program are required</li>\n</ul>\n<ul>\n<li>Strong foundational knowledge in Large Language Models, AI agents, machine learning, software architecture, or cyber-physical systems</li>\n</ul>\n<ul>\n<li>Experience in LLM/RAG software development with Python and SQL; Rust or comparable systems-level programming skills are an advantage</li>\n</ul>\n<ul>\n<li>Ability to work independently and collaborate effectively in interdisciplinary teams</li>\n</ul>\n<ul>\n<li>Very good knowledge in English</li>\n</ul>\n<p><strong>Benefits:</strong></p>\n<ul>\n<li>Various working time models, flextime and the possibility of working from home</li>\n</ul>\n<ul>\n<li>Contributing to a safer and more sustainable future of mobility</li>\n</ul>\n<ul>\n<li>Food trucks, snack bar and canteen with freshly cooked daily menus</li>\n</ul>\n<ul>\n<li>Events, e.g. summer festival, Oktoberfest, AVL Christmas parties or after-work events</li>\n</ul>\n<ul>\n<li>Personalized onboarding process including a mentoring system</li>\n</ul>\n<p><strong>Annual Remuneration:</strong></p>\n<p>Due to the Austrian Equal Treatment Act we are obligated to state the annual gross remuneration (full-time) for this position as a basis for negotiation: €53,270.00.</p>","enriched_at":1782862118495},{"id":"job_6ad446cd-b33","title":"Junior Research Engineer in Agentic Engineering with LLMs","source_url":"https://jobs.avl.com/job/Graz-Junior-Research-Engineer-in-Agentic-Engineering-with-LLMs-fmd-GREET-Project/1409630333/","location":"Graz","job_type":"full-time","experience_level":"entry","work_arrangement":"hybrid","category":"Engineering","description":"<p>As a Junior Research Engineer in Agentic Engineering with LLMs at AVL, you will conduct research in Agentic Engineering, focusing on the systematic application of agentic AI approaches - particularly Large Language Models (LLMs) and AI agent systems - to complex automotive and powertrain engineering challenges.</p>\n<p>Your responsibilities will include:</p>\n<ul>\n<li>Designing and architecting reasoning and decision-capable AI agent systems for automotive applications</li>\n<li>Integrating LLMs and retrieval-augmented generation (RAG) techniques into engineering workflows</li>\n<li>Developing frameworks for agent autonomy, verification, and explainability in technical domains</li>\n<li>Applying agentic systems to real-world engineering challenges in powertrain and vehicle systems development</li>\n<li>Collaborating with academic partners on fundamental AI explainability and transparency research</li>\n</ul>\n<p>The ideal candidate will have:</p>\n<ul>\n<li>A completed education in Computer Science, Software Engineering, or a closely related discipline</li>\n<li>Strong foundational knowledge in Large Language Models, AI agents, machine learning, software architecture, or cyber-physical systems</li>\n<li>Experience in LLM/RAG software development with Python and SQL; Rust or comparable systems-level programming skills are an advantage</li>\n<li>The ability to work independently and collaborate effectively in interdisciplinary teams</li>\n<li>Very good knowledge of English</li>\n</ul>\n<p>We offer various working time models, flextime, and the possibility of working from home. You will also have access to training and development programs for your individual career growth, as well as a range of employee benefits including food trucks, a snack bar, and canteen with freshly cooked daily menus.</p>\n<p>The annual gross remuneration for this position is €53,270.00.</p>","enriched_at":1782861754922},{"id":"job_3ace6fee-956","title":"Alternating Systems Engineer - Powertrain","source_url":"https://jobs.avl.com/job/Palaiseau-Alternant%28e%29-Ing%C3%A9nieur-Syst%C3%A8mes-Powertrain-%28HF%29/1408977833/","location":"Palaiseau, FR","job_type":"apprenticeship","experience_level":"entry","work_arrangement":null,"category":"Engineering","description":"<p>Join our System Engineering team and participate in designing the mobility technologies of tomorrow!</p>\n<p>As part of innovative projects in the powertrain domain, you will contribute to developing advanced solutions combining performance, electrification and sustainability.</p>\n<p>Your responsibilities will include:</p>\n<ul>\n<li>Defining the architecture of powertrain systems (thermal and electrified)</li>\n<li>Specifying interfaces between different vehicle components and systems</li>\n<li>Contributing to defining operating strategies and energy management</li>\n<li>Writing and breaking down technical requirements</li>\n<li>Participating in technical monitoring of suppliers</li>\n<li>Planning and coordinating component integration (mechanical, electrical, software)</li>\n<li>Defining and executing functional tests (test bench and vehicle)</li>\n<li>Analysing results, formulating recommendations and ensuring reporting</li>\n<li>Presenting results internally and to clients</li>\n</ul>\n<p>Your profile:</p>\n<ul>\n<li>Student in engineering school or university (mechanical, mechatronic, automation, physics…)</li>\n<li>Knowledge of automotive technology and powertrain (internal combustion engine, transmission, electric motorization, battery)</li>\n<li>Basic knowledge of automation/control (Matlab, Simulink, Stateflow…)</li>\n<li>Team spirit, autonomy and flexibility</li>\n<li>Good level of English required + basic knowledge of French (B1 minimum)</li>\n</ul>\n<p>We offer:</p>\n<ul>\n<li>Participation in innovative and international projects</li>\n<li>Stimulating technical environment</li>\n<li>Development of key system engineering skills</li>\n</ul>","enriched_at":1782504169040},{"id":"job_1ca97271-8af","title":"Expert Corporate Marketing","source_url":"https://jobs.avl.com/job/Graz-Expert-Corporate-Marketing-fmd/1406892133/","location":null,"job_type":"full-time","experience_level":"senior","work_arrangement":null,"category":"Marketing","description":"<p>As an Expert in Corporate Marketing, you will support the implementation of global marketing and communication initiatives at AVL. You are an integral part of the team that brings marketing plans and campaigns to life – from strengthening the brand to supporting company-wide activities.</p>\n<p>A key focus of your role is managing the global social media channels, as well as analysing marketing data and deriving actionable insights. In addition, you will contribute to process optimisation and the development of guidelines and training materials. In close collaboration with the Global Marketing Team and AVL experts, you help ensure brand awareness and consistency across all marketing activities.</p>\n<p><strong>Responsibilities:</strong></p>\n<ul>\n<li>Conducting in-depth research and competitive analyses, including industry benchmarks to identify customer needs and trends and translating the results into actionable recommendations</li>\n<li>Supporting brand development (Corporate Identity/Corporate Design) and ensuring brand awareness and consistency across all marketing activities</li>\n<li>Managing and administering the company’s global social media channels, including content planning, campaign management, as well as regular performance analysis and reporting</li>\n<li>Implementing and monitoring assigned work packages and individual tasks as part of marketing initiatives, campaigns and/or the overarching marketing plan</li>\n<li>Supporting the optimisation of marketing processes and creating global guidelines and corresponding training materials</li>\n<li>Collaborating with the global marketing team and AVL experts to increase brand awareness</li>\n</ul>\n<p><strong>Profile:</strong></p>\n<ul>\n<li>Completed education (University, University of Applied Sciences or comparable) with a focus on marketing or a related field</li>\n<li>At least 3–5 years of professional experience - ideally in B2B marketing and/or corporate marketing</li>\n<li>Understanding of marketing elements and approaches, including traditional and digital marketing</li>\n<li>Experience in social media management and the implementation of marketing campaigns</li>\n<li>Proven experience in analysing marketing data, as well as in-depth knowledge of CRM (Salesforce) and marketing automation tools</li>\n<li>A structured, self-organised and analytical approach to work, as well as strong communication and teamwork skills</li>\n<li>Business-level proficiency in German and English</li>\n</ul>\n<p><strong>Benefits:</strong></p>\n<ul>\n<li>Contributing to a safer and more sustainable future of mobility</li>\n<li>Various working time models, flextime and the possibility of working from home</li>\n<li>80% subsidy for public transportation costs or access to a personal parking space</li>\n<li>Company sports club with more than 30 sections and regular sports events/trips</li>\n<li>Training and development programs for your individual career growth</li>\n</ul>","enriched_at":1782241407369},{"id":"job_246a4bac-21a","title":"Stage - Simulation Architecture Véhicule","source_url":"https://jobs.avl.com/job/Lardy-Stage-Simulation-Architecture-V%C3%A9hicule%28HF%29/1403504333/","location":"Lardy, FR","job_type":"internship","experience_level":"entry","work_arrangement":"onsite","category":"Engineering","description":"<p>We are seeking a stagiaire ingénieur in their final year to join our Technical Product team. The internship focuses on analysing and configuring vehicle architectures, with a focus on electric vehicles and battery systems.</p>\n<p>Your responsibilities will include:</p>\n<ul>\n<li>Taking charge of internal simulation tools such as Vehicle Composer and Battery Composer</li>\n<li>Participating in the configuration and analysis of vehicle architectures</li>\n<li>Contributing to the writing of guides and user manuals for the tools</li>\n<li>Conducting case studies (e.g. comparing theoretical configurations with real vehicles)</li>\n<li>Providing technical, commercial, and administrative support to the Technical Product Responsible (TPR) teams</li>\n</ul>\n<p>To be successful in this role, you should have a good understanding of vehicle architecture and systems engineering, as well as experience with Matlab/Simulink, Python, or other engineering tools. You should also be able to work well in a team and have good analytical and problem-solving skills.</p>\n<p>In return, we offer a competitive salary and benefits package, including a 75% reimbursement of your Navigo pass and a subsidy of €4.60 for your meals on the Foodle fridges.</p>\n<p>If you are interested in joining a dynamic and innovative company that is changing the future of mobility, please submit your application through our platform.</p>","enriched_at":1781190774550}],"category_normalised":[{"category":"engineering","count":23},{"category":"it","count":2},{"category":"marketing","count":1},{"category":"operations","count":1}],"velocity":{"weeks":[{"week_start":"2026-03-02","count":2},{"week_start":"2026-04-20","count":8},{"week_start":"2026-05-04","count":3},{"week_start":"2026-05-11","count":1},{"week_start":"2026-05-18","count":1},{"week_start":"2026-06-01","count":1},{"week_start":"2026-06-08","count":2},{"week_start":"2026-06-22","count":2},{"week_start":"2026-06-29","count":2},{"week_start":"2026-07-06","count":2},{"week_start":"2026-07-13","count":1},{"week_start":"2026-07-20","count":1},{"week_start":"2026-07-27","count":1}],"trend":"decelerating","wow_pct":0},"momentum":{"recent_14d":2,"prior_14d":3,"growth_pct":-33,"classification":"stable"},"salary_vs_industry":{"company_median":58064.3,"industry_median":155400,"percentile":3,"sample_size":7,"by_region":[{"region":"Unknown","company_median":58064.3,"industry_median":null,"sample":7}],"transparency_pct":26,"industry_transparency_pct":69,"transparency_warning":false},"market_share":{"company_jobs":27,"industry_total":127,"share_pct":21.3,"rank":2,"peer_count":3},"ai_exposure":{"occupation_weighted_score":0.251,"skill_weighted_score":0.277,"top_exposed_titles":[],"top_exposed_skills":[{"skill":"SQL","count":3,"score":0.411},{"skill":"Python","count":5,"score":0.408},{"skill":"CI/CD","count":3,"score":0.296},{"skill":"Git","count":4,"score":0.294},{"skill":"Functional Safety","count":3,"score":0.118},{"skill":"ISO 26262","count":3,"score":0.044}]},"peer_set":[{"slug":"bayer","name":"Bayer","total_jobs":72,"similarity":0.5,"momentum_classification":"stable"},{"slug":"amazon","name":"Amazon","total_jobs":14,"similarity":0.4,"momentum_classification":"stable"}],"skills_lq":[{"skill":"Git","company_count":4,"company_pct":14.8,"industry_pct":1,"lq":14.81,"required_pct":100},{"skill":"Python","company_count":7,"company_pct":25.9,"industry_pct":7,"lq":3.7,"required_pct":86},{"skill":"SQL","company_count":3,"company_pct":11.1,"industry_pct":7,"lq":1.59,"required_pct":100},{"skill":"Data Analysis","company_count":3,"company_pct":11.1,"industry_pct":8,"lq":1.39,"required_pct":100},{"skill":"Communication","company_count":5,"company_pct":18.5,"industry_pct":29,"lq":0.64,"required_pct":100}],"geographic_shift":{"current":[{"region":"Unknown","count":19,"share_pct":86.4},{"region":"EU","count":2,"share_pct":9.1},{"region":"United States","count":1,"share_pct":4.5}],"emerging":[],"shrinking":[{"region":"Unknown","recent_30d":1,"prior_30d":5,"growth_pct":-80}]},"seniority_anomalies":{"exec_recent_30d":0,"exec_prior_90d_avg":0,"exec_growth_pct":0,"notable_exec_hires":[]},"posting_dynamics":{"median_days_open":19,"industry_median_days_open":1,"long_open_count":10,"closure_rate_pct":26}}}}