Data Scientist

Infocast

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Job Description

Infocast is looking for a data scientist to help create and expand functionalities for our upcoming and existing products. The ideal candidate should have a solid understanding (both theoretical and practical) of machine learning techniques, Deep Learning and NLP technologies, with the ability to deploy them on a large scale. In this role, you are expected to be highly analytical and possess critical thinking skills.

Requirements

Main Responsibilities * Partner up with project managers and technical team to assist in deciphering business requirements to technical solutions * Coordinate with front-end and back-end developers to set up machine learning pipelines * Build reusable functions and libraries to pre-train models for existing and future projects * Track dataflows and system processes by incorporating them in testing, staging, and production environments * Ability to plan and explain machine learning models before development commences * Develop and deploy both traditional statistical models and machine learning techniques and algorithms: Regression, clustering, neural networks, Anomaly Detection, Random Forests etc. to improve prediction and forecasts of desired metrics. Skilled Required * Ability to communicate clearly in Mandarin and English both verbal and written * Strong understanding in software development techniques, both procedural and non-procedural language * Strong proficiency in Python and Java * Experienced in using machine learning libraries (including Pandas, Numpy, Scikit-learn, XGboost, etc.) * Experienced in using deep learning frameworks (Tensorflow, Pytorch, Keras) * Familiar with the machine learning models (Decision tree, Random Forests, Gradient Boosting, Linear regression, Support Vector Machine (SVM), Multiple Layer Perceptron (MLP), etc.) * Familiar with Natural Language Processing (NLP) subjects (Stop Words, TF-IDF, Sentence Segmentation, Lemmatization, etc.), and Computer Vision (CV) subjects (Object detection, Image Classification) * Familiar with the advanced math (such as Multivariable Calculus, Linear Algebra) and Statistics (hypothesis testing, probability distribution) * Familiar with Deep learning subjects (Convolutional Neural Network (CNN), Recurrent Neural Network(RNN)) If you're interested in this position, please apply through https://infocast.tech/careers and attach your English CV!

Salary

70K ~ 128K TWD/month

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Infocast

台北市中山區

About us

Infocast 從 2014 年開始集結世界各地的優秀夥伴,是一個年輕並充滿活力的多元文化團隊。我們的辦公室位於中山區,鄰近松江南京捷運站。比起階級管理、嚴格勤務時間等制度,我們團隊更重視歡樂、有創造力、能發揮協作能力和生產力的工作環境。我們相信多樣性的力量,而這也反映在 Infocast 來自世界各地的成員們所組成的國際性團隊。為了確保能實現團隊的共同目標,不論何時我們都重視且優先考量每一位成員的意見。Infocast 具有非傳統式的公司文化,提供有競爭力的薪資條件、開明的管理政策和彈性的工作時間。 Infocast is a young, dynamic and multi-cultural software development startup; located in Zhongshan, Taipei City. Our team works in an environment that emphasizes fun, creativity, teamwork, and productivity over bureaucracy, hierarchy, and attendance. We believe in the power of diversity, which is reflected in our international team, whose members come from different parts of the world. Prioritizing each team member’s voice and feedback in every step of the way ensures meeting our goals. We offer competitive salaries in a non-traditional company setup, with an open-door policy & flexible working hours.

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