MACHINE LEARNING ENGINEER - Unikie

WE ARE LOOKING FOR

Machine Learning Engineer

We are looking for a Machine Learning Engineer with a strong background in computer vision machine learning and software development. You will develop and optimize models for efficient deployment on constrained devices working on projects from image segmentation to scalable model deployment.

Key Responsibilities:
Algorithm Development: Create and optimize computer vision algorithms for tasks like object detection and tracking using TensorFlow and PyTorch.
Data Handling: Preprocess augment and annotate data using tools like OpenCV and LabelImg.
Model Training and Evaluation: Train and finetune models evaluating performance with metrics like IoU and Dice Coefficient.
Model Optimization: Implement quantization techniques to reduce model size and enhance speed using tools like TensorFlow Lite and NVIDIA TensorRT.
Deployment and Integration: Deploy models using TensorFlow Serving Docker and Kubernetes ensuring seamless integration across platforms.
Research and Development: Stay updated with the latest advancements and conduct experiments to improve models.
Collaboration and Documentation: Work with crossfunctional teams and document processes for knowledge sharing.

Skills Required

• Machine Learning
• TensorFlow
• Computer Vision
• PyTorch
• Python
• C

REQUIRED QUALIFICATIONS

• Bachelors or Masters degree in in Computer Science Electrical Engineering Mathematics or a related field.
• 5 years in computer vision and machine learning with experience in TensorFlow PyTorch and OpenCV.
• Proficiency in Python and C understanding of deep learning architectures and experience with model deployment and optimization tools.

The selected candidates will be invited to an interview for further discussion.