簡介
- Trend Micro CEB team is seeking statistical & machine learning researchers with a passion for a candidate of the position “Deep Learning AI Scientist”. this position is totally new in this department.
- CEB team serve internal/external services in global customers with CRM/ERP/B2B systems.
- In this cloud-era, there is high demand to respond to customer deployment request as instantly as possible.
- We use innovative technologies as well as cloud application to deliver solutions to business users and more advanced, we are the pioneer to integrate everything.
- This position, Deep Learning AI Scientist’s responsibilities is to work on “AI code release” or implementing “AI code of SAAS Solution”.
- And another responsibility is to work with current business application team to work on their project help implement Deep learning AI solution success. With implementation AI in CRM/ERP/B2B systems successfully.
- It could benefit business processing and grow in skill and career plan to research, explore & evaluate new methods for text classification, chat processing and question answering.
需要條件
- M.Sc. in Mathematics, Statistics, Computer Science, Artificial Intelligence, or another highly quantitative field.
- Experience in one or more of the following fields: Natural Language Processing (NLP), Information Extraction, Knowledge Extraction, Question Answering, Machine Translation, Deep Learning, Textual Entailment, Dialog Generation.
- Hands-on experience in any of the following technologies or libraries: NLTK, SpaCy, Gensim, Scikit-learn, Keras, Torch7, TensorFlow (or similar).
- Experience using Python, Java or similar programming language.
- The desire to build robust, proven and tested technologies.
- Strong problem solving and algorithm development skills.
- Experience of developing machine learning software in a commercial environment.
- Experience in one or more numerical computing scripting languages.
- Experience in UNIX/LINUX techniques.
- Experience in AWS platform.
- Experience dealing with large data sets.
- Experience with large-scale processing frameworks (e.g. Hadoop, HDInsight).
Experience in one or more of the following fields: Natural Language Processing(NLP), Information Extraction, Knowledge Extraction, Question Answering, Machine Translation, Deep Learning, Textual Entailment, Dialog Generation.
Hands-on experience in any of the following technologies or libraries: NLTK, SpaCy, Gensim, Scikit-learn, Keras, Torch7, TensorFlow (or similar).
Experience using Python, Java or similar programming language.
面談過程約莫 2 個小時,想以 ML 偵測網路是否安全(序列性資料的處理)。
面談一個小時,過程蠻順利的,講些自己以前做過的案子和工作經歷。