Abbas Raut is a Senior Research Analyst with 5+ years of experience delivering data-driven insights and strategic recommendations across the Automotive and Aerospace & Defense sectors. He specializes in emerging technologies, industry value chains, and global market dynamics shaping the future of mobility and defense. In automotive, Abbas has led studies on EVs, charging stations, BMS, superchargers, and more, guiding stakeholders through electrification and regulatory shifts. In Aerospace & Defense, he has analyzed markets for military electronics, drones, radars, and electronic warfare solutions, supporting procurement and investment strategies. With expertise in market sizing, forecasting, benchmarking, and technology adoption, Abbas is known for transforming complex datasets into actionable insights that drive strategy, innovation, and growth.
read more
Co-Author
Swapnil Palwe
Team Lead - Research
With a technical background as Bachelor's in Mechanical Engineering, with MBA in Operations Management , Swapnil has 6+ years of experience in market research, consulting and analytics with the tasks of data mining, analysis, and project execution. He is the POC for our clients, for their consulting projects running under the Automotive/A&D domain.
Swapnil has worked on major projects in verticals such as Aerospace & Defense, Automotive and many other domain projects. He has worked on projects for fortune 500 companies' syndicate and consulting projects along with several government projects.
The secondary research process involved comprehensive analysis of regulatory databases, industry publications, technical standards, and authoritative automotive organizations. Key sources included the US Environmental Protection Agency (EPA), National Highway Traffic Safety Administration (NHTSA), US Department of Transportation (DOT), European Environment Agency (EEA), European Commission Mobility and Transport, European Automobile Manufacturers Association (ACEA), Society of Automotive Engineers (SAE International), International Organization for Standardization (ISO), Japan Automobile Manufacturers Association (JAMA), China Association of Automobile Manufacturers (CAAM), International Energy Agency (IEA), OECD Transport Division, Bureau of Transportation Statistics (BTS), EU Eurostat Transport Database, World Bank Transport Data, and national transport ministry reports from key automotive markets. These sources were used to collect vehicle production statistics, emission regulations, safety standards compliance data, sensor technology trends, and market landscape analysis for ultrasonic sensors, capacitive sensors, resistive sensors, and other oil level sensing technologies.
Additional technical sources included IEEE Xplore Digital Library, SAE Technical Papers, Automotive Research Association (ARA), German Association of the Automotive Industry (VDA), Automotive Component Manufacturers Association of India (ACMA), and Motor & Equipment Manufacturers Association (MEMA).
Primary Research
In order to gather both qualitative and quantitative insights, supply-side and demand-side stakeholders were interviewed during the primary research process. CEOs, VPs of Engineering, heads of R&D, product line managers, and regulatory affairs directors from automakers, Tier 1 suppliers, and OEMs were examples of supply-side sources. Procurement heads, vehicle engineering directors, quality assurance managers, and supply chain executives from passenger car manufacturers, commercial vehicle OEMs, and electric vehicle startups were examples of demand-side sources. Primary research obtained information on OEM adoption trends, pricing tactics, and supply chain dynamics in addition to validating market segmentation and sensor integration timetables.
Primary Respondent Breakdown:
By Designation: C-level Primaries (28%), Director Level (32%), Others (40%)
By Region: North America (32%), Europe (30%), Asia-Pacific (33%), Rest of World (5%)
Market Size Estimation
Global market valuation was derived through revenue mapping and vehicle production volume analysis. The methodology included:
Identification of 50+ key sensor manufacturers and Tier 1 suppliers across North America, Europe, Asia-Pacific, and Latin America
Product mapping across ultrasonic, capacitive, resistive, and other sensor technologies
Analysis of reported and modeled annual revenues specific to engine oil level sensor portfolios
Coverage of manufacturers representing 72-78% of global market share in 2024
Extrapolation using bottom-up (vehicle production volume × sensor penetration rate × ASP by country) and top-down (manufacturer revenue validation) approaches to derive segment-specific valuations
“This is really good guys. Excellent work on a tight deadline. I will continue to use you going forward and recommend you to others. Nice job”
Noah MalgeriCo-Founder
“Thanks. It’s been a pleasure working with you, please use me as reference with any other Intel employees.”
Joseph AguayoSales Operations & Pricing Manager
“Thanks for sending the report it gives us a good global view of the Betaïne market.”
Peter Groot koerkampAccount and Business Manager
“Thank you, this will be very helpful for OQS.”
La Terria DoddProgram Support Specialist
“We found the report very insightful! we found your research firm very helpful. I'm sending this email to secure our future business.”
Younghwan ChoiSenior Retail Manager
“I am very pleased with how market segments have been defined in a relevant way for my purposes (such as "Portable Freezers & refrigerators" and "last-mile").
In general the report is well structured. Thanks very much for your efforts.”
Mark IrwinManagement Consultant
“I have been reading the first document or the study, ,the Global HVAC and FP market report 2021 till 2026. Must say, good info! I have not gone in depth at all parts, but got a good indication of the data inside!”
Rob KooikerGroup Product Manager HVAC & Fire Protection GMA
“We got the report in time, we really thank you for your support in this process. I also thank to all of your team as they did a great job.”
Akif MorogluStrategy & Business Development Director