About SixSense:
SixSense is a deep technology company started at Entrepreneur First Singapore (backed by Linkedin founder, Reid Hoffman). We are also supported by SGInnovate, the innovation arm of the Singapore government. We are building an innovative platform using AI, Machine Learning and IoT Analytics to predict defects and save billions of dollars in manufacturing. We are building a future of smart factories where the world does not worry about warranty any more.
We are looking for hires who would love to be a part of the start-up ecosystem and learn how products and teams get built from the ground up. You will be solving some of the most challenging problems together with the founders of the company and have a great time building new stuff!
Job Description 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!
Application Instructions
Please submit your current resume and links to any additional information such as online portfolio, projects, GitHub, LinkedIn, etc.
Kindly note that only shortlisted candidates will be notified.
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