ADAS AIML Architect

1 week ago

Pune, Maharashtra, India Axiom Pursuits Full time

Our client is a brandnew Automotive TechnologyStartup backed by a leading INR 500Cr Tier 1 Automotive Supplieraiming to develop driver & rider safety systems especiallyfor the Indian conditions by equipping the riders and drivers withadvanced assistive and affordable obstacleavoidance automotivesystems.

Our client tends to utilize technologies such as ComputerVision AI/ML Big Data Sensor Fusion Embedded Systems and IOT todevelop smart assistancesystems.


ThierSuite of Products Include but are not limitedto:
FrontCollision Warning System(FCWS) CollisionAvoidance System(CAS) Sleep AlertSystem DriverMonitoring System

Designation :
AI/MLArchitect

TechnicalLeadership:

Lead a team tosolve problems in a perception / autonomoussystems scope and turnideas into code & productsDrive alltechnical elements of development such as project requirementsdefinition design implementation unit testing integration andsoftware deliveryStay abreast of industrytrends emerging technologies and best practices to drive continuousinnovation in the area of AI/ML for autonomousdrivingImplementing cuttingedge AI solutionson embedded platforms and optimizing them for performance.

Hardwarearchitecture aware algorithm design anddevelopmentContribute to the vision andlongterm strategy of the businessunit

Roles&Responsibilities:
Good atsoftware development with excellent analytical development andproblemsolving skills.
Strong understandingof Machine Learning & Image processingfundamentalsHandson experience with deeplearning network design andimplementation.
Experience in neural networkquantization compression and pruningalgorithms.
Experience in deep learningkernel/compiler optimizationStrongcommunicationskills

RequiredQualification (Must Have): 810 years of experience withrealworld system building including designcoding(C/Python) and evaluation/testing(C/Python)Solid experience in 2D / 3DComputer Vision algorithms Machine Learning andDeepLearning fundamentals Theory &PracticeHandson experience with DeepLearning frameworks like Caffe TensorFlow orPyTorchHandson experience with DLIB Mediapipe etc.

Expert level knowledge in any ofthe courses related to Signal Data Processing/Autonomous software development (PerceptionLocalization Prediction Planning)multiobjecttracking sensor fusion algorithms and familiarity with Kalmanfilters particlefilters clustering methodsetc.

Good project management and executioncapabilities as well as goodcommunicationand coordinationabilityBachelor s degree in Computer ScienceComputer Engineering or relatedfieldsContribute to the overall strategicplanning and vision of the company.

Minimum 4years of experience working L1/L2 ADAS system algorithm developmentlikeDMS surround view FCWSetcExperience working with Automotive SOCsfrom Ambarella NVIDIA Renesas TI orNXP Preferred Qualification(Nice to Have) Track record ofresearch excellence with prior publication in toptier conferencesand journalsKnowledge of CAN communicationprotocol planning,pytorch,dlib,nvidia,renesas,dms,ti,caffe,localization,prediction,c++/python,tensorflow,ai/ml,fcws,ambarella,nxp,pruning,compression,mediapipe,kalman filters,deep learning,research excellence,starkenntechnologies,software development,machine learning,solveproblems,multi-object tracking,surround view,clusteringmethods,particle filters,compiler optimization,image processingfundamentals,signal data processing,cutting-edge aisolutions,sensor fusion algorithms,neural network quantization,deeplearning kernel,autonomous software development,can communicationprotocol,deep learning network design,2d / 3d computer visionalgorithms

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