工作內容

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.

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.

條件要求

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!

公司福利

* 基本的勞健保(包含勞退)
* 年年優於勞基法的特休,入職第一年即按比例享有 10 天年假
* 配備 MacBook 筆電、 27 吋螢幕,還有舒服的人體工學椅
* 生日禮金、開工紅包、還有教育訓練補助基金
* 每年各3 天的全薪病假和家庭照顧假
* 彈性的上下班時間
* 無限量供應咖啡與茶水
* 年度身體健康檢查
* 每月一次Team Building活動
* 儲蓄獎金
* 可視情況申請 Remote 工作

薪資範圍

NT$ 70,000 - 128,000 (月薪)