北京招聘人工智能研究员 AI Researcher (职位编号：228974)

人工智能研究员 AI Researcher (职位编号：228974)

西门子（中国）有限公司Siemens Ltd. China

公司规模：10000人以上
公司性质：外资(欧美)
公司行业：机械/设备/重工

职位信息

发布日期：2021-01-13
工作地点：北京
招聘人数：若干人
工作经验：1年经验
学历要求：本科
语言要求：英语良好
职位类别：软件工程师

职位描述

Job Description

This position develops AI solutions and proofs of concept in the field of industrial production and engineering systems. As part of an innovative team you perform applied research with a focus on Deep Learning technologies (e.g. image classiciation, object recognition) and Reinforcement Learning (e.g. optimization problems) and related industrial problem setups. Thereby, close collaboration with the business units of Siemens Digital Industries and the AI innovation department in headquaters in Germany is required.

Ready to apply your knowledge in AI to real-world problems and work in a team of highly motivated AI experts? Then this is the right position for you!

Responsibilities

• Working with business unit (e.g. product managers, business development, system architects), Siemens factories and selected customers to identify AI use cases and understand requirements.

• Implementation of proofs of concept, and investigation and implementation of different solution alternatives.

• Investigation of the latest AI technologies and assessment of their benefits.

• Application of AI technologies to real-world problems in industrial use cases (e.g. automation, control, etc.)

Required Knowledge / Skills, Education, and Experience

• Strong independent AI technical survey ability and implementation skills. Able to review and implement state of art.

• Good at source code reading and incremental development ability

• Strong programming skills (Python is a must)

• Good mathematics understanding (linear algebra, probability and statistic, convex optimization)

• Knowledge in both classic machine learning (decision-tree, svm, etc.) and deep learning (classification, object detection, embedding learning, etc).

• Familiar with scikit-learn, pytorch, tensorflow or other related frameworks/libraries.

• Excellent interpersonal and communication skills in English (verbal & written).

• Willingness to learn every day and curiosity to learn how new technologies can make an impact in industry business.

Knowledge as a Plus

• Knowledge of classic computer vision techniques (Canny, SIFT, etc.)

• Knowledge of reinforcement learning (model-based and model free RL, on- and off-policy learning, inverse-RL, etc.)

• Knowledge of data efficient learning (metric-learning, meta-learning, etc.)

职能类别：软件工程师

公司介绍

西门子股份公司是全球领先的技术企业，170 余年来不断致力于卓越的工程技术、创新、品质、可靠性和国际化发展。公司业务遍及全球，专注于电气化、自动化和数字化领域。作为***的高效能源和资源节约型技术企业之一，西门子在高效发电和输电解决方案、基础设施解决方案、工业自动化、驱动和软件解决方案等领域占据领先地位。依托公开上市的子公司西门子医疗股份公司，西门子也是计算机断层扫描和磁共振成像系统等医疗成像设备，以及实验室诊断和临床IT 领域领先的技术领导者。

西门子***在中国开展经营活动可以追溯到1872 年，当时西门子向中国提供了***台指针式电报机，并在19 世纪末交付了中国***台蒸汽发电机以及***辆有轨电车。1985 年，西门子与中国政府签署了全面合作备忘录，成为***家与中国进行深入合作的外国企业。140 余年来，西门子以创新的技术、卓越的解决方案和产品坚持不懈地为中国的发展提供全面支持，并以出众的品质和令人信赖的可靠性、领先的技术成就以及不懈的创新追求，在业界独树一帜。

西门子见证了中国改革开放带来的巨大变化，同时也为中国的改革发展做出了重要贡献。2018 财年（2017 年10 月1 日至2018 年9 月30 日），西门子在中国的总营收达到81亿欧元。西门子在中国拥有超过33000 名员工，中国已成为西门子第二大海外市场。

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