Seeking a Senior AI Engineer to join our Client's team. Role Responsibilities:?Software Development and Testing. Maintains, as well as furthers, and enhances existing machine learning modules for autonomous vehicles, not necessarily the software stack for driving but methods around industrialization of Maa. S/ Taa. S and with that to increase availability of service. Designs and implements new machine learning-based approaches based on existing frameworks. Keeps up to speed with the state of the... more details
Blackstone Talent Group, an award-winning technology consulting and talent agency is seeking a Senior AI Engineer to join our Client's team.
Role Responsibilities:?
Software Development and Testing
Maintains, as well as furthers, and enhances existing machine learning modules for autonomous vehicles, not necessarily the software stack for driving but methods around industrialization of MaaS/TaaS and with that to increase availability of service.
Designs and implements new machine learning-based approaches based on existing frameworks
Keeps up to speed with the state of the art of academic research and technology in the industry
Tests developed modules in the prototype vehicle (unit tests, integration tests, in-vehicle/field tests, etc.)
Analyzes and evaluates conducted tests
Presents project/progress reports and presentations to top management, mentors, partners, and project affiliates
Transfers technologies and solutions to ADMT GmbH, CARIAD
Manages and coordinates the tech scouting process
Network Development
Expands research network between ADMT LLC and local entities
Initiates and implements partnerships with external partners (companies, research institutions, universities) within Silicon Valley and US
Transfers project outcomes to internal Volkswagen Group partners (ADMT GmbH, CARIAD)
Communicates regularly and influences partners in Germany
Strategic Management
Secures intellectual property
Qualifications
Years of Relevant Experience:
7+ years post-grad professional work experience
Required Education:
Master’s Degree in Computer Science or equivalent
PhD strongly preferred
Skills:
Strong technical background of different machine learning algorithms
Strong project management and business development skills
Communication & documentation skills
Problem solving skills
Analytical skills
Conceptual thinking skills
Detailed knowledge of autonomous driving and software technologies
Required Specialized Skills
Must have experience with algorithm development for Autonomous Driving tasks including Perception, Sensor Fusion, Motion Prediction, Path Planning, End-to-End Driving, Simulation, V2X Software and Artificial Intelligence (AI) technologies & technical skills
Background in Deep Neural Network Learning, Computer Vision and Machine Learning
Strong programming skills with Python and TensorFlow/Pytorch PyTorch on on-premises compute and public clouds (e.g. AWS), Knowledge of generating features from sensor technology like camera, lidar, radar, GPS/ D-GPS and HD maps
Experience with different types of Neural Networks such as Transformers, CNNs, RNNLLMs, LSTMs, GNNs,
Experience with different ML paradigms such as supervised/unsupervised learning, reinforcement learning, self-supervised learning, and imitation learning paradigms and the latest research trends
Programming languages/tools as Python, C++, Python, LaTex, Bash, Cmake, Git, Linux, familiar with data structures and algorithms, machine learning and math
Knowledge in using open-source libraries: OpenCV, OpenGL, TensorRT, Open3D, CUDA, Open3D, PCL
Desired Specialized Skills
Experience with current state-of-the-art technologies such as Vision-Language Models, Neural Radiance Fields, Embodied AI, Deep Sensor Fusion, Generative AI
Experience with AI/ML compute optimization techniques such as quantization, knowledge distillation, compilation, sparse computing
Experience in programming concepts: Data filters/pipelines, multi-threading, programming for various types of SoC, real-time systems
Experience in a regulated industries such as automotive, aerospace, medical devices etc.
Blackstone Talent Group is a wholly owned subsidiary of Blackstone Technology Group, a global IT services and software firm that implements technological solutions across commercial industry verticals and the US Federal Government. Blackstone's global talent augmentation practice was founded in 1998. Blackstone Talent Group has offices in San Francisco, Denver, Houston, Colorado Springs, and Washington, DC. We specialize in providing clients the best talent across a variety of industries and sectors.
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