Machine Learning Engineer

ITS ConGlobal Industries - Tampa, FL

Full-time

Tampa, FL

Support Activities for Transportation

About the position

ConGlobal is seeking a Machine Learning Engineer to join their team in Tampa, Florida. This role focuses on leveraging NVIDIA's advanced technologies, specifically TAO, DeepStream, and RIVA, to develop innovative machine learning solutions. The engineer will collaborate with cross-functional teams to design, implement, and maintain solutions that enhance operational efficiency and meet client requirements.

Responsibilities

• Collaborate with sales and business development teams to understand customer requirements and provide technical expertise during client engagements.
• Design and implement end-to-end solutions involving data ingestion, preprocessing, model inference, and visualization using NVIDIA's hardware and software stack.
• Develop applications on NVIDIA platforms using programming languages such as Python and C++.
• Integrate AI/ML models into DeepStream and RIVA pipelines, ensuring optimal performance and accuracy.
• Train and diagnose computer vision and/or conversational AI models.
• Analyze and resolve complex technical issues effectively.
• Communicate and collaborate with cross-functional teams to achieve project goals.

Requirements

• Bachelor's or Master's degree in Computer Science, Electrical Engineering, or a related field.
• Strong experience and in-depth knowledge of NVIDIA TAO, DeepStream, and RIVA, including familiarity with their architectures, APIs, and tools.
• Proficiency in programming languages such as Python and C++.
• Demonstrated experience in designing and developing real-time video analytics solutions, preferably using DeepStream and RIVA.
• Solid understanding of computer vision, NLP, and deep learning concepts.
• Experience with deploying and optimizing solutions on NVIDIA GPU-accelerated hardware.

Nice-to-haves

• Experience in pre-sales activities and client engagement.
• Passion for staying up-to-date with advancements in AI, machine learning, and NVIDIA technologies.