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[西安]科润智能科技股份有限公司

职位:数据分析|算法工程师
发布时间:2015-06-02
工作地点:其它
信息来源:西安交通大学
职位类型:全职
职位描述
科润智能科技股份有限公司招聘数据分析和算法工程师
作者: 科润智能科技股份有限公司 发表于:2015年06月02日11:50

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智慧科技,青春润色

--科润智能科技股份有限公司2015校园招聘

关于我们

科润智能科技股份有限公司成立于1998年,是一家专注于智慧城市建设的高新技术企业,经过16年的发展,形成了高速公路机电与智能交通系统、城市智能交通、智能轨道交通、建筑智能化解决方案等四大领域的核心产品与解决方案。并于2011年成功引入北京绿旗集团战略资本,实现资源整合,优势互补。将为国内的交通智能化建设不懈努力,贡献自己的力量。公司在北京和西安成立了专门的研发中心,与多所高等院校展开了技术交流合作,实现产、学、研结合。公司立足西北,业务遍及全国,在山西、陕西、甘肃、河北、内蒙、河南、湖北、新疆、四川等全国二十多个省市均有成功应用案例。

科润智能智慧城市研究院是科润智能科技股份有限公司从事软件科学研究、软件研发及重大决策咨询服务的直属科研单位,是公司智慧城市的研究智库和交流平台。研究院现有研发人员20余人,具有硕士及以上学历,来自全国重点院校和国外科研机构,拥有丰富的科研项目开发经验。科润智能智慧城市研究院,研究内容涵盖计算机科学、认知计算、数据挖掘与运筹学等。目前重点围绕智慧交通、智慧物流、智慧园区、平安城市四个领域开展研究与实践,研究课题包括业务分析与优化、大数据平台、云计算和物联网技术的创新及应用。

超越自我,进取高远 ,科润智能科技股份有限公司真诚欢迎优秀学子的加入!

关于招聘要求

Interested candidates are invited to apply for several new staff researcher opportunities specializing in the development and application of novel predictive analytics, mathematical optimization and data mining methodology and algorithms to create new differentiated offerings for KooRun s solutions and services such as smarter cities, smart transportation, and business analytics, at the KooRun Research Lab, in Xi an, China.

The hiring research team is focusing on smarter city innovations leveraging advanced IT technologies and business analytics, We are seeking world-class candidates for research scientist positions to work on a broad array of projects in the following topic areas:

Mathematical Programming

Statistical Modeling (Time Series Analysis and Forecasting)

Data Mining

Stochastic Modeling & Analysis

Discrete Event Simulation

Supply-chain Management

Software Architectures for Analytics

Machine Learning

Theory and Algorithms

Ontology and Semantic Modeling

We are looking for individuals with strong research backgrounds in relevant areas of Computer Science, Operations Research, Statistics, Mathematics or related fields. The candidates should have an excellent publication record, as evidenced by papers in high-quality conferences and journals, strong written and oral communication skills, excellent programming skills, and exposure to implementation of practical systems. In additional domain skills in areas such as transportation analytics, marketing analytics, supply chain, production planning, or industry skills in industries such as Financial Services, Telecom, Retail would be preferred. Additionally, candidates displaying the following characteristics will have an obvious advantage:

Analytical bent of mind

Creativity in defining challenging exploratory projects

Ability to perform independent research

Interest in translating business problems to research

Excellent programming skills

Great team spirit

Inclination to interact with academic and professional communities

Drive for taking research initiatives towards business impact

We are seeking an Algorithm& Data Analytics Researcher

Based on big data (transactional and interactional data, structured and unstructured data)of a specific industry, apply data engineering on big volume of data, and implement analyze algorithms on Hadoop to build solution to provide business operational insight, optimized business process, or discover new business opportunity etc.

Required Skills:

1) Deep knowledge and experience of algorithm design and implementation, especially on machine learning algorithm and parallel algorithm on Hadoop

2) Passion for technology, open to interdisciplinary work, and experience in building data-driven services and applications

3) Deep knowledge and hands-on experiences in machine learning machine learning technologies:natural language processing(sentiment analysis, topic extraction), user behaviors analysis, social network analysis

4) Independent, energetic, highly technical, and capable of driving for results under pressure and ambiguity

5) Any of below will be a great plus

data engineering or analysis on big volume of data

familiar with Mahout, Lucene, R on Hadoop

experience on the data analysis for a specific industry, internet company, big enterprise etc

6) Good teammate, good communication

7) Passionate, self-motivated, dedication

8) Top Master/PhD preferred

Cognitive Computing and Artificial Intelligence Researcher

Job Responsibility:

As a Research Staff Member at KooRun Smart City Lab in Cognitive Computing department, you will conduct research, develop and deliver innovative technologies leveraging a variety of Natural Language Processing (NLP) and Machine Learning related capabilities. These technologies include (but not limited to)

Chinese Natural Language Processing / Natural Language Understanding (NLU) and Dialogue Management

Image and Video Analysis

Ontology and Knowledge Graph

Knowledge Representation and Reasoning

Supervised learning and Unsupervised learning

HCI/Speech Technologies

Data Stream

XML

Semantic Query and Semantic Search

Linked Data and Social Media, etc.

Job Requirements:

This position requires creativity, dexterity, and technical depth to solve real-world problems, and the successful candidate will require strong analytical, leadership, and excellent communication skills along with the drive to deliver real-world innovative technologies and solutions to impact the research agenda.

We are looking for candidates with PhD degree in Linguistics, Information Science, Computer Science, Electronics Engineering, Applied Mathematics, or related areas, with the following qualifications to strengthen our team:

Outstanding researcher with a proven track-record on both conceptual and empirical aspects in the areas of NLP and HCI, or a related area;

Good software development experience and programming skills to implement algorithms and conduct experiments.

Strong analytical skills;

Creativity and self-motivation.

Team-work and good Chinese/English communication skill

Required

Master's Degree

At least 5 years experience in Big Data

English: Fluent

Preferred

Doctorate Degree

At least 5 years experience in Big Data

Cloud Computing Researcher:

This position requires creativity, dexterity, and technical depth to solve real problems and the successful candidate will require strong analytical, leadership, and excellent communication skills.

We are looking for candidates with Ph.D. or experienced Master in Computer Science, Automation, Electronics Engineering, Applied Mathematics, or related areas, with the following qualifications:

3 years working experience in Cloud Computing or related areas.

Outstanding researcher with a proven track-record in the areas of Cloud computing, big data analytics, system and software engineering, or related areas

Advanced knowledge of open source cloud solutions like OpenStack, CloudFoundry, etc

Strong experience in cloud infrastructure development, deployment and optimization, including the virtual computing, software defined networking and storage areas.

Deep knowledge and research experience in hypervisor technology, networking technology, or distributed file system, will be good plus.

Deep knowledge and experiences on data and mathematical modeling, data statistics, data mining, analytics and optimization

Good software development experience and programming skills

Experience on OpenStack, CloudStack or other Cloud management tools is a plus

Strong analytical and problem solving skills;

Creativity, enthusiasm and self-motivation.

Team-work and good Chinese or English communication skills

Strong experience in large cloud development or operation is a plus

International education/working experience a plus

Required

Master's Degree

At least 3 years experience in Cloud & analytical

English: Fluent

Preferred

Doctorate Degree

At least 5 years experience in Cloud & analytical

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