Algorithm Engineer (parking/radar) at Aptiv

Chennai, Tamil Nadu, India

Apply Now

Not SpecifiedCompensation

Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Automotive, ADASIndustries

Requirements

5–10 years experience in ADAS, Radar, and Camera perception algorithm development
Strong knowledge of sensor fusion techniques (Kalman Filter, JPDA, Extended KF, Particle Filter)
Hands-on experience in Radar signal processing and camera image processing
Proficiency in MATLAB, Simulink, Python, and C/C++ for algorithm development and embedded deployment
Experience with embedded real-time systems (QNX, Linux, or Android Automotive OS)
Knowledge of automotive communication protocols (CAN, Ethernet, SOME/IP)
Exposure to ADAS calibration tools and sensor validation frameworks
Graduate in BE/B.Tech/ ME/ M.Tech (Electricals/ Electrical / Computer Science) or related field
Preferred Skills
Experience in 360° Surround View, Parking Assist, and Low-Speed Automation features
Familiarity with Digital Cockpit platforms integrating ADAS and Infotainment on a single SoC (SA8295P, NVIDIA Orin)
Knowledge of ROS2 / OpenCV / TensorRT for perception and fusion pipelines
Understanding of ISO 26262 safety standards and ASIL-B/C perception modules
Experience with AI-based detection algorithms for radar or camera sensor fusion
Exposure to HMI integration of perception overlays (cluster, CID, HUD)

Responsibilities

Develop fusion algorithms combining radar and camera data for object detection, tracking, and classification in parking and low-speed environments
Implement signal processing algorithms for radar (FFT, CFAR, Doppler/angle estimation) and camera (image processing, object detection, semantic segmentation)
Design sensor calibration and extrinsic/intrinsic alignment pipelines for multi-camera + radar setups
Integrate radar-camera perception into 360° surround view systems and infotainment HMI
Optimize algorithm performance for embedded SoCs (Qualcomm SA8295P, NVIDIA Orin, TI Jacinto), considering latency, memory, and CPU/GPU utilization
Develop simulation models and test benches using MATLAB, Python, or Simulink to validate fusion algorithms
Support SIL/HIL validation and vehicle-level testing for parking and surround view functions
Collaborate with ADAS, Infotainment, HMI, and system teams for seamless integration of perception results into cockpit displays
Analyze edge cases like occlusion, low light, multi-path interference, and sensor noise
Maintain documentation for algorithm design, calibration, and integration workflows

Skills

Radar Fusion

Camera Fusion

Object Detection

Object Tracking

Signal Processing

FFT

CFAR

Doppler Estimation

Angle Estimation

Image Processing

Semantic Segmentation

Sensor Calibration

MATLAB

Python

Simulink

Embedded Systems

Qualcomm SA8295P

NVIDIA Orin

TI Jacinto

ADAS

HIL

SIL

Aptiv

Develops integrated systems for vehicles

About Aptiv

Aptiv develops integrated vehicle systems for the automotive industry, focusing on software-defined vehicles. Their products help tackle challenges related to autonomous driving, vehicle electrification, and advanced safety features. Aptiv collaborates with major car manufacturers and other mobility stakeholders to enhance vehicle performance and safety through their technological solutions. Unlike many competitors, Aptiv emphasizes a partnership model, providing ongoing support and integration of their systems into vehicles. The company's goal is to improve the overall driving experience and safety in vehicles while advancing the future of mobility.

Dublin, IrelandHeadquarters

1994Year Founded

$7.8MTotal Funding

IPOCompany Stage

Automotive & TransportationIndustries

10,001+Employees

Risks

Amazon's entry into connected cars increases competition for Aptiv.

Investment in MAXIEYE exposes Aptiv to geopolitical and regulatory risks.

Oragadam plant expansion may strain finances if demand doesn't meet expectations.

Differentiation

Aptiv integrates software and systems for autonomous driving and vehicle electrification.

The company collaborates with major car manufacturers for software-defined vehicle solutions.

Aptiv operates 14 technical centers globally, enhancing its R&D capabilities.

Upsides

Aptiv's investment in MAXIEYE expands its presence in the Chinese automotive market.

The Oragadam plant expansion increases production capacity for advanced vehicle systems.

Participation in CES 2025 showcases Aptiv's leadership in automotive technology innovation.

Land your dream remote job 3x faster with AI

Try Jobo Free