EV/Autonomous Vehicle Skills & Training

Global Autonomous Vehicle Market
40% CAGR @ 557B by 2025
Ships = 13%/155B
Tractor = 24%/4.3B
Mining = 7%/6B



WORKFORCE DEVELOPMENT SW





OTHER SOFTWARE SOLUTIONS


ERP Software Advice

CMMS Software Advice

PdM Software Advice


Autonomous Vehicle Tech Skills & Training


Electric Vehicle Systems Technicians

High Voltage Safety Systems
ADAS Systems
Electric Motors - AC induction motors, DC magnet motors
Motor Controllers
DC/AC Inverters
DC/DC Converters
Batteries - Nickel Hydride, Lithium Batteries
Charger Controllers
Battery Management Systems
Regenerative Braking Systems
Cooling Systems - batteries, motors, cables
CAN/Can-FD/Ethernet Bus
Electronic Control Units
ICE Conversion


Autonomous Vehicle Subsystem Technicians

Sensor Calibration (static/dynamic) - Cameras (classifications), Radar (velocities), LiDAR (dynamic positions), Ultrasonic (static position), Odometric (wheel positions)
IMU, GPS, odometryc
Traffic Sign Classifier - deep learning neural nets
Sensor Fusion - Extended Kalman Filters (EKF), Unscented Filters, Sensor Filtering
SLAM - Grid FASTSLAM, Graph SLAM, RTAB Map
Particle Filters
Localization - Markov; Adaptive Monte Carlo Localization (AMCL)
Lane detection pipelines
Path Planning and Navigation - BFS, A*
Controllers - PID, model predictive controllers
ROS - Catkin Workspaces, ROS Nodes, Gazebo


Autonomous Vehicle Telemetry/Communications

Edge Computing Micro Data Centers
Remote Network monitoring
Automotive Ethernet
C-V2X (5G)


Computer/Machine Vision

Sensor Fusion
HD Mapping
OpenCV
Automatic Image Captioning - CNN, RNN, LSTM
Landmark Detection and Tracking - SLAM

RTOS, CUDA, C++, GPU programming


LiDAR Technician

LiDAR point cloud dataset classification, modeling, cleaning, processing
Scanning, surveying, registration, conversion (3D BIM)
Photogrammetry
Orthophotography, geospatial
Microstation, AutoCAD, and ArcGIS
Trimble SSF, ESRI GIS
Subsurface utility engineering (SUE)


Vehicle Automation Upgrade (Manual to Robotic)

Sensor package - stereo cameras, LiDAR, RADAR, IR, ultrasonic
Vehicle control unit
Actuators - steering ring, brake, accelerator
Data logger
Electrical interface unit
Remote command and control unit


Charging Infrastructure


Autonomous Vehicle Operator Training

Autonomous Vehicle Operator License 1 (AVOL 1)


EV Emergency First Responder Training

Lithium battery fires


Autonomous Vehicle Certification & Training Programs

Self-Driving Cars Certification - University of Toronto/Coursera
Self Driving Car Engineer Nanodegree - Udacity
Flying Car Engineer Nanodegree - Udacity
Sensor Fusion Engineer Nanodegree - Udacity
Complete Self-Driving Car Course Udemy
Deep Learning for Self-Driving Cars - MIT