Software Engineer (Algorithm)

Job title: Software Engineer (Algorithm)

Job Location: Noida

Experience: 6-10 Years Job Responsibility:

• Design and develop image processing, computer vision, and machine learning algorithms for real-time applications.
• Implement mathematical and algorithmic techniques including filtering, segmentation, feature extraction, object detection, and pattern recognition.
• Develop high-quality software solutions in C/C++ following defined software architecture and coding standards.
• Analyze and optimize algorithms for latency, memory consumption, computational complexity, and real-time performance.
• Develop and execute unit tests.
• Perform mathematical and statistical analysis of algorithm performance.
• Validate algorithms using representative datasets and define appropriate performance metrics.
• Ensure algorithm robustness under varying operating conditions including illumination changes, noise, blur, scale variations, rotations, and environmental influences.
• Evaluate third-party technologies, frameworks, libraries, and externally supplied algorithms against functional requirements.
• Support the development of technical concepts, feasibility studies, and functional prototypes.

Knowledge:

• Strong programming expertise in C/C++ with experience in developing productiongrade software.
• Strong understanding of image processing and computer vision techniques, including o Convolution and filtering o Fourier transforms o Histogram-based processing o Morphological operations o Image interpolation
• Feature detection, description, and matching
• Image Segmentation o Object detection and recognition
• Hands-on experience with OpenCV or equivalent computer vision libraries.
• Strong proficiency in MATLAB for algorithm development, simulation, analysis, and validation.
• Strong knowledge of algorithm complexity, optimization techniques, and real-time software development.
• Familiarity with Visual Studio, debugging techniques, and software development tools.
• Knowledge of Advanced Driver Assistance Systems (ADAS) and automotive vision applications. • Good verbal and written English communication skills.

Experience:

• Bachelor's or masters degree in computer science, Electronics Engineering, Electrical Engineering, Mathematics, Computer Vision, or a related field.
• 6-10 years of relevant industry experience in image processing, computer vision, or algorithm development
• Minimum 5+ years of hands-on experience in C++ development. • Proven experience in image processing, computer vision, and algorithm development.

Interfaces to departments:

• ADAS-Hardware

ADAS-System & Architecture • ADAS-Image Quality