The Junior Computer Vision & Machine Learning role focuses on developing and optimizing algorithms for drone detection and classification, collaborating with engineers, and testing systems in various ...
The Junior Computer Vision & Machine Learning role focuses on developing and optimizing algorithms for drone detection and classification, collaborating with engineers, and testing systems in various ...
Senior Machine Learning Engineer
Austin, TX · On-site
$335K - $400K/yr
* Senior Machine Learning Engineers needed for high growth tech company * Austin, TX - must be ... Monitor model performance, detect drift and continuously improve model accuracy through retraining ...
Senior Machine Learning Engineer
Austin, TX · On-site
$335K - $400K/yr
* Senior Machine Learning Engineers needed for high growth tech company * Austin, TX - must be ... Monitor model performance, detect drift and continuously improve model accuracy through retraining ...
Senior Machine Learning Engineer
Austin, TX · On-site
$210K - $260K/yr
* Senior Machine Learning Engineers needed for high growth tech company * Austin, TX - must be ... Monitor model performance, detect drift and continuously improve model accuracy through retraining ...
Senior Machine Learning Engineer
Austin, TX · On-site
$210K - $260K/yr
* Senior Machine Learning Engineers needed for high growth tech company * Austin, TX - must be ... Monitor model performance, detect drift and continuously improve model accuracy through retraining ...
Machine Learning Tutor
Corpus Christi, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Corpus Christi, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Amarillo, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Amarillo, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
San Marcos, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
San Marcos, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Carrollton, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Carrollton, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Dallas, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Dallas, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
... time drone detection, tracking, and classification. • Design and implement machine learning ... models that can operate in resource-constrained environments while maintaining high accuracy and ...
... time drone detection, tracking, and classification. • Design and implement machine learning ... models that can operate in resource-constrained environments while maintaining high accuracy and ...
Machine Learning Tutor
Round Rock, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Round Rock, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Fort Worth, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Fort Worth, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Arlington, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Arlington, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Lubbock, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Lubbock, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Missouri City, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Missouri City, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Sugar Land, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Sugar Land, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Grand Prairie, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Grand Prairie, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Allen, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Allen, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Austin, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Austin, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Pearland, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Pearland, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Mckinney, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Tutor
Mckinney, TX · Remote
$18 - $40/hr
Emphasizes practical model development workflow and connects machine learning to recommendation systems, fraud detection, and predictive analytics. * Curriculum Awareness & Adaptive Instruction:
Machine Learning Object Detection information
What are the key skills and qualifications needed to thrive as a machine learning object detection engineer, and why are they important?
To excel as a Machine Learning Object Detection Engineer, you need a solid background in computer science, mathematics, and deep learning principles, often backed by a relevant degree and experience in computer vision. Familiarity with frameworks like TensorFlow, PyTorch, and OpenCV, as well as experience with annotation tools and GPU computing, is typically required. Strong problem-solving abilities, attention to detail, and effective communication are vital soft skills for collaborating with cross-functional teams and addressing complex challenges. These competencies ensure accurate model development, efficient deployment, and continual improvement of object detection systems in real-world applications.
What are some common challenges faced when working on machine learning object detection projects?
One of the main challenges in machine learning object detection roles is dealing with the quality and quantity of annotated data, as accurate labeling is essential for model performance. Another common challenge is managing variations in object scale, lighting, and occlusion within real-world images, which can affect detection accuracy. Additionally, balancing model accuracy with computational efficiency—especially for real-time applications—often requires careful model selection and optimization. Collaboration with data engineers and domain experts is also typical to ensure data relevance and model applicability.
What is machine learning object detection?
Machine learning object detection is a field within artificial intelligence that focuses on identifying and locating objects within images or videos. It uses algorithms and deep learning models, such as convolutional neural networks (CNNs), to analyze visual data and predict the presence and position of various objects. Object detection is widely used in applications like autonomous vehicles, security surveillance, and image search. The process typically involves training models on labeled datasets so they can accurately detect and classify multiple objects in complex scenes.
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Full-time
Re-posted 25 days ago
Job description
Job Summary:
Allen Control Systems (ACS) is a cutting-edge defense startup developing autonomous gun turret technology. The Junior Computer Vision & Machine Learning role focuses on developing and optimizing algorithms for drone detection and classification, collaborating with engineers, and testing systems in various environments.
Responsibilities:
• Development and optimization of computer vision algorithms for our autonomous gun turret, focusing on real-time drone detection, tracking, and classification.
• Design and implement machine learning models that can operate in resource-constrained environments while maintaining high accuracy and reliability.
• Collaborate closely with electrical engineers to integrate computer vision systems into the turret's hardware architecture.
• Conduct extensive testing and validation of computer vision algorithms in various scenarios to ensure robustness and performance under different environmental conditions.
• Contribute to the hardening of the prototype turret into a military-grade system, and assist in developing variants for different weapon systems and engagement ranges.
Qualifications:
Required:
• Deep passion for machine learning, computer vision, and robotics, and have been exploring these areas since early in your career.
• At least a Bachelor's degree in Computer Science, Electrical Engineering, or a related field, with a strong focus on machine learning and computer vision.
• 0-3+ years of experience working on machine-learning-based computer vision, ideally in the context of robotics.
• A proven track record of developing and deploying computer vision systems, ideally in real-time or safety-critical applications.
• Proficient in Python, C++, and have experience with machine learning frameworks such as TensorFlow, PyTorch, or similar.
• Experience with embedded systems and integrating computer vision algorithms into hardware.
• Familiar with various sensors (e.g., cameras, LIDAR, RADAR) and their integration into autonomous systems.
• You enjoy collaborating with other engineers to solve complex technical challenges.
Company:
Allen Control Systems develops autonomous defense technologies designed to detect, track, and counter unmanned aerial threats. Founded in 2022, the company is headquartered in Austin, USA, with a team of 201-500 employees. The company is currently Growth Stage.
Allen Control Systems (ACS) is a cutting-edge defense startup developing autonomous gun turret technology. The Junior Computer Vision & Machine Learning role focuses on developing and optimizing algorithms for drone detection and classification, collaborating with engineers, and testing systems in various environments.
Responsibilities:
• Development and optimization of computer vision algorithms for our autonomous gun turret, focusing on real-time drone detection, tracking, and classification.
• Design and implement machine learning models that can operate in resource-constrained environments while maintaining high accuracy and reliability.
• Collaborate closely with electrical engineers to integrate computer vision systems into the turret's hardware architecture.
• Conduct extensive testing and validation of computer vision algorithms in various scenarios to ensure robustness and performance under different environmental conditions.
• Contribute to the hardening of the prototype turret into a military-grade system, and assist in developing variants for different weapon systems and engagement ranges.
Qualifications:
Required:
• Deep passion for machine learning, computer vision, and robotics, and have been exploring these areas since early in your career.
• At least a Bachelor's degree in Computer Science, Electrical Engineering, or a related field, with a strong focus on machine learning and computer vision.
• 0-3+ years of experience working on machine-learning-based computer vision, ideally in the context of robotics.
• A proven track record of developing and deploying computer vision systems, ideally in real-time or safety-critical applications.
• Proficient in Python, C++, and have experience with machine learning frameworks such as TensorFlow, PyTorch, or similar.
• Experience with embedded systems and integrating computer vision algorithms into hardware.
• Familiar with various sensors (e.g., cameras, LIDAR, RADAR) and their integration into autonomous systems.
• You enjoy collaborating with other engineers to solve complex technical challenges.
Company:
Allen Control Systems develops autonomous defense technologies designed to detect, track, and counter unmanned aerial threats. Founded in 2022, the company is headquartered in Austin, USA, with a team of 201-500 employees. The company is currently Growth Stage.