Job Description
You will be responsible on technical aspects of model creation - receiving high quality training data from analyst team and optimize performance of the model.
● Responsible for the creation and maintenance of machine-aided text analytic operation.
○ Deploy Text Analytic Process
■ Utilize, and improve, the overall process in text analytic ranging from word tokenization, word stemming,sentence tokenization, model training.
○ Commercial-level accuracy Prediction Modelling
■ Turn high-quality data training data set into a high-accuracy model that is ready-to-use for commercial application.
■ Fine-tune accuracy by adjusting hyper-parameter during model training.
■ Employ various string manipulation techniques to increase accuracy, alongside AI-based prediction.
○ Maintain accuracy of the model
■ Conduct periodic accuracy checks on each text analytic model and keep the accuracy above agreed performance.
■ Troubleshoot inaccuracies, should any occur.
○ Text Data Mining Process Invention
■ Create a work process that allowsmeaningful insight to be uncovered in a short period of time, with help oftechnology such as word-cloud analysis or sentence clustering.
Qualification
● Strong background in NLP-related data science, especially in terms of data modelling. A background in text analytic, such as sentiment analysis, named entity recognition, or topic classification is preferred.
● A degree in a technical-related field or science is preferred.
● Most of our technology relies on Python - thus a fluency in Python is preferred.
● Result-driven.
● Possess interest in understanding customer behavior, as we are going to interpret their textual data.
● Strong English skill, particularly in reading and writing.
You will be responsible on technical aspects of model creation - receiving high quality training data from analyst team and optimize performance of the model.
● Responsible for the creation and maintenance of machine-aided text analytic operation.
○ Deploy Text Analytic Process
■ Utilize, and improve, the overall process in text analytic ranging from word tokenization, word stemming,sentence tokenization, model training.
○ Commercial-level accuracy Prediction Modelling
■ Turn high-quality data training data set into a high-accuracy model that is ready-to-use for commercial application.
■ Fine-tune accuracy by adjusting hyper-parameter during model training.
■ Employ various string manipulation techniques to increase accuracy, alongside AI-based prediction.
○ Maintain accuracy of the model
■ Conduct periodic accuracy checks on each text analytic model and keep the accuracy above agreed performance.
■ Troubleshoot inaccuracies, should any occur.
○ Text Data Mining Process Invention
■ Create a work process that allowsmeaningful insight to be uncovered in a short period of time, with help oftechnology such as word-cloud analysis or sentence clustering.
Qualification
● Strong background in NLP-related data science, especially in terms of data modelling. A background in text analytic, such as sentiment analysis, named entity recognition, or topic classification is preferred.
● A degree in a technical-related field or science is preferred.
● Most of our technology relies on Python - thus a fluency in Python is preferred.
● Result-driven.
● Possess interest in understanding customer behavior, as we are going to interpret their textual data.
● Strong English skill, particularly in reading and writing.
ส่งรายชื่อติดต่อโปรไฟล์
Bizcuit Data And Research Solution Co., Ltd.
แนะนำ บริษัท
Bizcuit Data And Research Solution Co., Ltd. งาน
219/13-15 5th Floor, Asoke Towers, Soi Asoke, Sukhumvit 21 Road, North Khlongtoey, Wattana, Bangkok 10110
แนะนำ บริษัท
Bizcuit Data And Research Solution Co., Ltd. งาน
219/13-15 5th Floor, Asoke Towers, Soi Asoke, Sukhumvit 21 Road, North Khlongtoey, Wattana, Bangkok 10110