Adaptive Cruise Control Experts in Germany
matched in minutes from over 15,000 CVs with the power of AIHire experts who deliver ACC logic, sensor fusion, and speed-control calibration for modern driver assistance systems. They also work on radar-based distance control, braking and following behaviour, with fast, precise matching to vetted, available freelancers.
Meet FRATCH Experts in Germany, who have recently used Adaptive Cruise Control
Omar Tag
Last position:
Founder & Technical Solutions Consultant at TAG Pro
- Engaged by MILLA Group (autonomous shuttle manufacturer) to integrate and harden a safety-critical AD stack toward production: audited the architecture across perception, HD mapping, and positioning, and delivered a gap analysis with remediation roadmap.
- Lead root-cause analysis of sensor failures across a deployed shuttle fleet; shipped remediation in a versioned AD release and drove vehicle-level field validation at multiple operational sites.
- Design and implement interfaces between perception, localization, and vehicle systems in C++; identify integration risks and drive resolution of cross-subsystem technical issues across the AD stack.
- Standardized the client's software development lifecycle by introducing Agile workflows and CI/CD pipelines, shortening integration and validation cycles.
Goran Popovic
Last position:
Test Manager/Test Analyst at Festo/ Questax GmbH
Coordinate and execute system tests, system requirements reviews and creation of system/SW use/test cases
Organize requirements
Create test specification
Create use and test cases
Manage project/tests in Codebeamer and MS Teams
Analyze error impact, link defects and communicate to developers
Review system requirements versus system test cases and link them
Perform simulations with FAS/REST API
Perform system and safety tests
Technologies and tools: CAN, MODBus, Ethernet, PLC, ProfiDriv; Codebeamer ALM; Scrum; Kanban; SAFe; MS Office 365; MS Teams; Git; GitLab CI/TeamCity; Batch; FAS; WireShark; Python; Enterprise Architect EA; ChatGPT; MS Copilot
Wolfgang Horlacher
Last position:
Head of Finance and Controlling (Interim) at Kunert Fashion Group
Financial accounting: daily general ledger entries and month-end closing
Preparation of FY 2024 financial group statements (subunits KF, KNL, KAU, KCH)
Preparation of physical inventory for KF with inventory instructions for Logistic
Further development of ERP Finance processes integration with MS Dynamics BC 14
Implementation of electronic invoice verification and Multi Cash banking software
Expansion of sales and e-commerce controlling toolbox and processes
Preparation of budgets 2026, 2027, 2028, including investment plan, cost accounting
Preparation and commentary on monthly reports for sub-units and Group
Preparation of weekly financial plans, cash flow and liquidity plans
Further development of sales controlling, focusing on margins & product profitability
Creation and integration of accounting workflows for MS Dynamics
Leadership focus: Stabilization of the finance team and clear scope of work responsibility
Communication with banks, auditors, tax advisors, and tax authorities
Complete and accurate monthly reporting for each business unit and the KF Group
Preparation 2024 financial statements for KF Germany, KNL, KAU, and KNL with audit opinion
Detailed setup and preparation of the KF 2026 budget for the management and shareholders
Weekly cash flow planning coordinated with the management and shareholders
Turnaround in net sales and EBIT from September 2025 onwards – stable growth
Leadership & change through consistent, data-driven KPIs
Jürgen Windheim
Last position:
IT Project Manager at Daimler Financial Services
- Implementation of a financing and leasing system for Market NL (Miles / Miles MMP) from supplier Sofico
Vaikunth Shanbhag
Last position:
Technology Consultant – Hydrogen Systems Engineering at Bashpa Energy Technology Solutions
- Consulting & strategic advisory in areas related systems engineering, infrastructure development, techno-economic feasibility, sector coupling and regulatory aspects of green hydrogen in India to evaluate integration and decarbonization opportunities.
- Developed data-driven models of renewable distributed energy resources (wind, solar and hydel) to evaluate the cost of green hydrogen production, distribution and application, aiming for commercial viability and affordability.
- Spearheaded the modelling of the Indian electricity grid and simulation of load balancing to estimate the short- and long-term energy market flexibility analysis to support energy trading and risk management for hydrogen assets.
- Leading AI-enabled software development to support decision-making and accelerate the adoption of a hydrogen economy in India.
Klemens Hofmaier
Last position:
Project Coordinator/PMO and Document Management Expert at DAX40 company in the energy sector
- Consolidation and standardization of time, cost, and status reports as well as the master schedule for multiple parallel construction projects
- Migration and maintenance of project-relevant data such as schedules, costs, and risks in the central project management tool
- Creation and analysis of reports to gain project insights
- Requesting, filing, and structured management of reports and plans in coordination with internal stakeholders according to internal guidelines
- Maintenance, tracking, and updating of task lists and Planner boards from internal project meetings
- Analysis of existing document structures (e.g., file shares, SharePoint, OneDrive) and development of a migration plan into a new SharePoint structure
- Co-development of the new DMS structure
- Planning and conducting training sessions for employees on using the new repository
Mohammad Labeeb
Last position:
Research Intern - ML / ADAS at IAV GmbH
- Developed and optimized LSTM-RNN and Decoder Transformer models to predict vehicle trajectory during target loss events in Adaptive Cruise Control systems, achieving 20% improved predictive accuracy over baseline models.
- Engineered novel data preprocessing pipeline from real road campaign data, processing multi-sensor time series data, generating 300+ training snippets.
- Implemented Bayesian hyperparameter optimization and applied physical constraints to prevent model run-away behavior, resulting in 30% smoother acceleration profiles.
- Extended existing patented technology for AI-assisted ACC function improvements, building upon foundational work to enhance network performance.
- Tools: Python, TensorFlow, Keras, Optuna, CarMaker
Satish Parapur
Last position:
Project Lead at L&T Technology Services
- Tested Body Control Module (BCM) software using dSPACE, Control Desk and EXAM in GHIL (Gesamt HIL).
- Led a team of 8 engineers and managed end-to-end software execution for each release, from requirement analysis to final validation and release.
- Coordinated with function specialists to analyse requirements and derive test cases.
- Developed test specifications and maintained bidirectional traceability between requirements and test cases.
- Automated test cases and built library functions using EXAM (Audi and VW customer-specific tool for test automation).
- Organised GHIL testing activities for both manual and automated test execution.
- Evaluated and analysed test reports generated from night runs in EXAM.
- Identified software and GHIL issues based on report analysis and created bug tickets for traceability.
Madhava Narayanappa
Last position:
Function Developer ADAS at Continental Automotive GmbH through Ferchau GmbH
- Project: Sensor fusion application for traffic participant detection
- Software frameworks: C++ (11,14), Python, Visual Studio, MTS, Qt, GitHub, Jenkins, JIRA, Confluence, Conan, CAN, RTOS, DOORS, CMake
- Refactored and adapted sensor fusion algorithms by processing sensor data (camera and radar) for ACC and EBA as per requirements
- Handled system test issue reports in JIRA
- Tuned Kalman filters and introduced new features to enhance tracking
- Adapted architecture, detailed design (UML) and simulation tool (Qt)
- Conducted unit testing, code reviews and static code analysis in compliance with MISRA standards
- Conducted regression testing to validate software, involved in software releases (CI/CD), KPI evaluation by testing NCAP scenarios
- Flashed ADAS software to target vehicles, used UDS protocol and OBD-II tools for diagnostics and verification
Discover over 15,000 top freelancers
Statistics of experts using Adaptive Cruise Control
Aggregated from the professional profiles of matched freelancers.
Experience
17 years
Position duration
1.7 years
Positions per freelancer
11
Top business areas
Information Technology, Quality Assurance, Product Development
Top industries
Automotive, Information Technology, Manufacturing
Certification focus areas
Information Technology, Logistics, Quality Assurance
Bachelor's degree or higher
100%
Master's degree or higher
63%
Certifications per freelancer
1
Most common languages
German, English, Spanish
Speak two or more languages
100%
Based on our profile pool as of 30 Aug 2026.
Daily rate distribution
The chart shows how the daily rates of freelancers in this technology in Germany are distributed, based on recent contracts on our platform. Each bar covers a rate range — its height shows how many freelancers charge within that range.
Average rates of experts in Germany using Adaptive Cruise Control
Rates are based on recent contracts and do not include FRATCH margin.
The average daily rate is the mean of all daily rates from recent contracts of comparable freelancers on our platform.
The median daily rate is the middle value of all daily rates — half of comparable freelancers charge less, half charge more. Unlike the average, it is barely affected by outliers.
Calculated based on our freelancers’ daily rates as of 30 Aug 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
About the technology
What it covers
Adaptive Cruise Control, often called ACC or active cruise control, keeps a set distance to the vehicle ahead while adjusting speed automatically. It sits in the driver assistance layer and works across highway cruising, stop-and-go traffic, and comfort-focused distance control features.
Core work
- Radar, camera, and sensor-fusion logic
- Distance and speed-control calibration
- HMI states, warnings, and driver handover
- Test scenarios for cut-ins, braking, and traffic flow
Ecosystem
Strong specialists know the ADAS stack around ACC, including CAN and other vehicle networks, control software, diagnostics, and validation tools. They also understand how ACC interacts with lane support, automatic emergency braking, and vehicle motion planning.
When to bring help
Companies usually hire freelance specialists when ACC behaviour needs tuning, a new sensor setup must be integrated, or validation work is behind schedule. They are also valuable for supplier coordination, issue triage, and release support when a vehicle program is moving fast.
What good specialists do
Good professionals read vehicle signals correctly, reason about edge cases, and keep the control strategy stable and predictable. They document assumptions clearly, work well with test teams, and can explain why the system responds a certain way in traffic.
Germany projects
In Germany, ACC work often sits inside larger automotive and mobility programs, from passenger cars to commercial vehicles. Teams may be partly on-site for vehicle testing and calibration, while software and analysis tasks can often be done remotely with clear data access and English or German communication.
Frequently asked questions
Key details about Adaptive Cruise Control, drawn from the questions we get asked most.
Adaptive Cruise Control is used to keep a chosen gap to the car ahead while adjusting speed automatically. In real projects, that means comfort, safer following, and smoother highway driving. It is usually developed as part of a wider ADAS feature set, not as a standalone function.
Adaptive Cruise Control is often shortened to ACC, and many teams also call it active cruise control or cruise control with distance control. The names are usually used for the same basic function, even if the exact behaviour differs by vehicle brand. When hiring, ask which sensor setup and control logic the expert has worked with.
Adaptive Cruise Control does more than hold a set speed. It also reacts to traffic ahead by slowing down and speeding up within defined limits. Standard cruise control does not manage distance, so ACC needs more control logic, validation, and sensor integration.
A strong Adaptive Cruise Control specialist usually knows sensor fusion, control systems, vehicle networks, and verification methods. Experience with radar, camera inputs, HMI behaviour, and safety-minded software design is also useful. In many programs, they also need to work comfortably with diagnostics and calibration data.
Adaptive Cruise Control work benefits from freelance help as soon as the team must integrate sensors, tune behaviour, or validate edge cases. You do not need to wait until the program is blocked. Early support is especially useful when requirements are changing and test findings must be turned into control changes quickly.
Adaptive Cruise Control projects often mix remote and on-site work. Remote support is fine for software analysis, documentation, calibration review, and test result handling. On-site time is usually needed for vehicle testing, sensor alignment, or hands-on validation in Germany-based labs and proving grounds.
Look for clear examples of how the Adaptive Cruise Control specialist handled edge cases such as cut-ins, stop-and-go traffic, and abrupt braking. Good professionals can explain what they changed, why they changed it, and how the result was validated. Strong communication matters because ACC touches software, testing, and vehicle behaviour at the same time.
A careful ACC specialist will ask about the sensor stack, vehicle platform, target behaviour, and available test data. They should also want to know whether the work is focused on development, calibration, validation, or issue resolution. Those details help them judge whether they can deliver quickly and safely.
The average hourly rate of freelancers in Germany who have used Adaptive Cruise Control in their recent projects is 103 €, which corresponds to a daily rate of about 827 € based on an 8-hour working day.
Of the freelancers in Germany who have used Adaptive Cruise Control in their recent projects, 100% hold at least a Bachelor's degree and 63% hold at least a Master's degree.
On average, freelancers in Germany who have used Adaptive Cruise Control in their recent projects have 17 years of professional experience, with a single engagement typically lasting around 1.7 years.
The most common languages among freelancers in Germany who have used Adaptive Cruise Control in their recent projects are German (100%), English (100%), and Spanish (33%).
The most common industries among freelancers in Germany who have used Adaptive Cruise Control in their recent projects are Automotive (89%), Information Technology (56%), and Manufacturing (56%).
The most common business areas among freelancers in Germany who have used Adaptive Cruise Control in their recent projects are Information Technology (89%), Quality Assurance (78%), and Product Development (67%).
Main locations of FRATCH Experts, who have recently used Adaptive Cruise Control
Our freelancers and interim experts are at home across the DACH region — available on-site in the major business hubs or fully remote. Choose a location to discover matched specialists, local market insights and up-to-date availability.
Berlin Hamburg Munich Cologne Frankfurt Stuttgart Dusseldorf Leipzig Dortmund Essen Bremen Dresden Hanover Nuremberg Request a free demo
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Philipp Thomaschewski
FRATCH CEO
