Overview
This role is part of a team developing AI-powered solutions for the livestock industry, with a focus on pig farming. The company is addressing global challenges such as the protein supply crisis and the environmental impact of traditional meat production by leveraging data and technology. The team is currently working on an AI camera system designed specifically for pig farms, and is seeking an AI Engineer to help build and optimize machine learning models that support this product.
Key Responsibilities
Design, implement, and optimize machine learning and deep learning models
Conduct image analysis tasks such as object detection, segmentation, and feature extraction
Perform data analysis using statistical and machine learning techniques
Deploy and maintain models in production environments
Carry out exploratory data analysis (EDA), including preprocessing, visualization, and modeling
Propose AI-based solutions to address business challenges
Collaborate with team members and contribute technical leadership to projects
Required Skills
Candidates should have experience in all of the following areas:
Solid understanding and practical experience in machine learning and deep learning
Proficiency in Python for data analysis and model development
Experience with image processing tools such as OpenCV, TensorFlow, or PyTorch
Basic knowledge of statistics and data modeling
Experience with data extraction and manipulation using SQL
Preferred Skills
Advanced experience in computer vision (e.g., YOLO, Mask R-CNN, Transformers)
Knowledge and experience in natural language processing (NLP)
Familiarity with big data platforms (e.g., Hadoop, Spark, BigQuery)
Experience designing and building data pipelines
Experience with embedded systems and edge AI development