SixSense – Data Science (Computer Vision and Machine Learning)

What will you do:

• Develop and evaluate state-of-the-art vision algorithms for defect identification
• Research and implement AI architectures and ML algorithms
• Conduct statistical analysis of manufacturing data for exploratory analysis
• Measure model performance, fine-tune hyperparameters and retrain models
• Build a data pipeline that ingests raw data, applies transformations and emits the output
• Deploy your AI models on a real manufacturing floor!

Key skills that will help:

• Experience in Computer Vision algorithms such as image classification, localization, object detection, and instance segmentation
• Experience with Deep learning techniques (e.g. deep convolutional neural networks)
• Experience with ML algorithms (e.g. clustering, decision tree learning, SVM, Random forest, regression, boosting, etc) along with a statistical understanding of pros/cons
• Solid understanding of existing frameworks such as TensorFlow, Keras, and Pytorch
• Proficient in data manipulation using Python (such as Numpy, Pandas, and Sklearn)
• Comfortable with using Linux, SQL, AWS, and Github
• Knowledge of REST API and Docker/Kubernetes is a plus
• Strong interest in R&D and contributing to Intellectual Property of the company

You will get hands-on experience on some of the most sort after skills in the field of Data Science. If working on cutting-edge technologies such as AI, Machine learning and IoT analytics is something that sounds incredibly exciting to you, please reach out!