What are the responsibilities and job description for the Machine Learning Engineer position at Robert Half?
Summary:
Join a successful and growing aerospace company in Irvine, CA, as an Algorithms Video Engineer. This role focuses on cutting-edge video processing technology, where you will contribute to the design, development, and implementation of advanced computer vision and video processing pipelines. Play a vital role in advancing Human Space Exploration!
Responsibilities:
- Develop and implement computer vision algorithms on embedded systems for identifying, tracking, and classifying airborne and ground-based objects using high-speed cameras.
- Design and optimize AI/ML models for deployment on resource-constrained embedded platforms, focusing on memory, processing power, and energy efficiency.
- Participate in the complete software development lifecycle, including requirements gathering, system design, testing, deployment, and maintenance.
- Evaluate and optimize algorithms to ensure efficient and accurate real-time performance of high frame rate machine vision systems.
- Stay updated on advancements in AI, machine learning, and computer vision; propose innovative solutions to enhance product offerings.
- Effectively document and communicate technical concepts, algorithms, and implementation details to team members and stakeholders.
- Mentor junior team members, providing guidance and technical expertise to support their professional growth.
Must Haves:
- 3 years of industry experience in developing and implementing machine learning and computer vision algorithms and workflows.
- Bachelor's or higher degree in Computer Science, Data Science, Electrical Engineering, Physics, or a related field.
- Solid understanding of AI/ML techniques, deep learning frameworks, and computer vision.
- Strong programming skills in C/C and Python.
- Experience with hardware-software integration and optimization for embedded systems, including GPU acceleration and multi-core processing.
- Familiarity with video processing pipelines and workflows.
- Proficiency in working with ARM-based SoCs and microcontrollers.
- Knowledge of basic image processing techniques, camera systems, and sensor integration.
- Understanding of real-time operating systems (RTOS) and software development for embedded systems.
- Excellent problem-solving skills and the ability to work both independently and collaboratively.
- Strong communication skills for conveying complex technical concepts.
Nice to Have:
- TC/SCI or Secret Clearance.
- Experience in embedded software development is a plus.
If you're passionate about advancing aerospace technology and possess the required skills, we encourage you to apply today!
Salary : $120,000 - $160,000
