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Lenovo Machine Learning Center Recruitment

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发表于 2018-8-3 11:49:22 | 显示全部楼层 |阅读模式
Followingis the list of available positions (full time or internship) in MachineIntelligence Center of Lenovo. If interested, please send CV to ypeng2@lenovo.com
1) Natural Language Processing (NLP)Research Engineer
Responsibilities: Candidate will be doingdevelopment for building Chinese NLP-based products in several domains, such asfinance, manufacture, healthcare etc. The hands-on work involves wordtokenization, semantic analysis, intention identification, text mining,sentiment analysis, concept/relation extraction and other related works.
Qualifications:
·        Masterdegree in computer science or related fields.
·        Stronghands-on ability, proficient in NLP related algorithms and open sourcetoolkits.
Location: Hong Kong/Shen Zhen
2) Natural Language Processing (NLP)Research Scientist
Responsibilities: Candidate will work on challengingNLP problems that have a concrete impact on real-life application. The workwill focus on designing innovative solutions for information extraction, textunderstanding, text classification, text summarization, dialogue system andother related tasks using both traditional models and deep learning techniques.
Qualifications:
·        APhD in Natural Language Processing or related fields.
·        Proficientin NLP-related algorithms and open source toolkits.
·        Publishedresearch papers in top tier NLP conferences, such as ACL, AAAI, ICML, EMNLP,IJCAI
Location: Hong Kong/Shen Zhen
3) DeepLearning Research Scientist
Responsibilities:
Candidatewill be doing research on deep learning or automated machine learning to solvechallenging real-life industry problems. The applications will focus automatedalgorithm design, image recognition, text understanding, speech recognition,dialogue system and other related applications.
Qualifications:
·        Masteror PhD degree in computer science or related fields.
·        Experiencein deep learning model, machine learning algorithm.
·        Expertknowledge of data structures and algorithms.
·        Strongprogramming skills in one or more in the following: C++, Python, Java.
·        Familiarwith at leastone deep learning framework, e.g. Tensorflow, MXNet,Caffe, etc.
·        Familiarwith automated algorithm design will be a plus
Location: Hong Kong/Shen Zhen
4) Data Scientist
Responsibilities:
·        Designdata mining and machine learning algorithms to solve real-life businessproblems
·        Presentproposals and results to our business customers.
·        Collaboratewith marketing/business development teams in scoping out new opportunities.
·        Modelevaluation, deployment and optimization.
Qualifications:
·        Masteror PhD degree in computer science, statistics, mathematics or related fields.
·        Expertisein machine learning, graph analytics and text mining techniques
·        Strongprogramming skills in one or more in the following: Python, Java, C++, Matlab,weka.
·        Self-motivatedand passion for innovation
·        Publishedresearch papers in top tier data mining conferences will be a plus
·        Havingexperience of leading a team to participate in data mining competition (e.g.,kaggle, Alibaba big data competition) will be a plus
·        Havingexperience of participating in large scale machine learning system developmentwill be a plus
Location: Hong Kong/Shen Zhen
5)BigData Engineer
Responsibilities:
·        Involvedin big data platform architecture designing and building
·        Responsiblefor designing and developing ETL tool based on Hadoop
·        Responsiblefor designing, developing, building and managing Spark clusters
·        Responsiblefor the development of big data products.
Qualifications:
·        Familiarwith the Linux operating system and Linux shell programming;
·        Familiarwith mysql and other commonly used database, tomcat and other middleware;
·        Familiarwith distributed storage or NoSQL database technology, such as MonogoDB;
·        Proficientin Java or Python, familiar with object-oriented programming ideas
·        Proficientin spark sql, spark streaming and other programming, with hands-on experienceon large-scale distributed cluster project development;
·        familiarwith Hadoop eco-system;
·        proficientin one or more of the following big data techniques, such as flume, Kafka, HDFS,MR, elastic search;
·        familiarwith the commonly used data mining algorithms will be a plus
Location: Hong Kong/Shen Zhen
6) Position Title:Distributed System Research Engineer

Responsibilities:
·        Design and implement large scale distributedsystem for Lenovo Machine Intelligence Platform
·        Study excellent open source projects ofdistributed machine learning systems

Qualifications:
·        Major in computer science or related; master orabove
·        Strong engineering capabilities: familiar withone or more programming languages (such as Python, Go, Java, C/C++, and etc.);well understand common data structures and algorithms, network programming, andmulti-thread programming
·        Have experience in using distributed systemssuch as Hadoop, Spark, Parameter Server, and etc.
·        Well understand the concurrency model ofdistributed system; how to implement the fault tolerance and elastic expansionof distributed system
·        Having deep understanding of container techniqueand container orchestration will be an advantage
·        Easy to communicate and have team collaborationspirit
Location:Hong Kong/Shen Zhen
7)Position Title:Distributed System Researcher
Responsibilities:
·        Study the state-of-the-art products andtechniques of cloud computing; contribute to the R&D of related Lenovoproducts in cloud computing
·        Engage in the design and implementation of largescale deep learning system, including the optimization of distributed storageand networking, the implementation and optimization of distributed training andinference, and etc.
Qualifications:
·        Major in computer science or related; favorsystem and networking areas; master or above
·        Familiar with one or more programming languagesython, Go, Java, C/C++, and etc.
·        Familiar with common data structures andalgorithms; familiar with network programming, multi-thread programming, andother concurrency models
·        Familiar with basic operations and principles ofLinux operating systems
·        Familiar with fundamental theories ofdistributed systems; have intensive passion in studying large-scale distributedsystems; candidates with related experience will be preferred
·        Having any research or development experience inOpenStack, Docker, Kuberentes, SDN will be an advantage
·        Having deep understanding of the system designsof popular deep learning frameworks like Tensorflow or MXNet will be a greatadvantage
Location:Hong Kong/Shen Zhen
8Web Front-end Engineer
Responsibilities:
-         Develop and optimize our enterprise-level webapplications
-         Create web sites to showcase businessrequirements and research results. Use front-end technologies for rapidprototype.
Requirements:
-         Master or above.
-         Expertise in HTML, JavaScript, Ajax, CSS andother Web technologies. Can handle development, build, test and deployment ofweb applications
-         Proficient in one or more mainstream MVC/MVVMframework: Vue, Angular, React, etc.
-         Familiar with data visualization techniques:Echarts.js, D3.js, WebGL, etc. Know how to select techniques for differentrequirements
-         Having skills in system design and experience intechnology stack/project architecture will be an advantage
-         Having deep understanding of user experience andthinking on the design of UI and UX will be an advantage
Location: HongKong/Shen Zhen
9Web Full-Stack Engineer
Responsibilities:
-         Individually solve problems in building up websites and developing web-based applications
-         Cooperate with data scientist to customize opensource projects, including algorithm integration, framework improvement andfunction development, etc.
Requirements:
-         Master or above.
-         Proficient in one or more web framework: Django,Flask, Node.js+Express.js, SpringMVC, Java Play, etc.
-         Familiar with HTML, JavaScript, Ajax, CSS andother Web technologies.
-         Familiar with common database: MySQL, PostgreSQL,MongoDB, etc.
-         Familiar with basic Linux server commands andNginx/Apache configuration
-         Understanding the design principles of Restful API
Location: HongKong/Shen Zhen
10Data visualization Engineer
Responsibilities:
-         Study the products and technologies in the AIindustries. Design data visualizations for AI products in Lenovo and collectuser feedback for interface improvement
-         By the design of data analytics system andobservation over data patterns, extract use cases with business value, andultimately drive business with the knowledge of data
Requirements:
-         Proficient in charts usage and the visualizationmethods for common data manipulation: filtering, sorting and drilling on data
-         Understanding the common tasks and goals fordata mining, familiar with the approaches of exploratory data analysis onhigh-dimensional data and spatial-temporal data
-         Familiar with user study. Can handlequantitative measurements over design efficiency and effectiveness, and improveit iteratively
-         Having capabilities in Web development for rapidprototyping will be an advantage
-         Having publications in related conferences ortop rankings in related competition will be an advantage
Location: HongKong/Shen Zhen
11Image/VideoProcessing and Computer Vision Research Engineer
Responsibilities: Candidate will be doingdevelopment for building Image/Video Processing and Computer Vision basedproducts in several domains. The hands-on work include but not limited tolow-level, middle-level and high-level image and video processing, i.e.pixel-level image enhancement, region-level segmentation to semanticunderstanding.
Qualifications:
·        Masterdegree in computer science or related fields.
·        Workingexperience on building components for Image/Video Processing and CV-basedproducts.
·        Stronghands-on ability, proficient in CV related algorithms and open source toolkits.
Location: Hong Kong/Shen Zhen
12)Image/VideoProcessing and Computer Vision Research Scientist
Responsibilities: Candidate will work on challengingImage/Video Processing and Computer Vision problems that have a concrete impacton real-life application. The work will focus on designing innovative solutionsfor image enhancement, image segmentation, image classification/understandingand other related tasks using both traditional models and deep learningtechniques.
Qualifications:
·        APh.D in Image/Video Processing and Computer Vision or related fields.
·        Proficientin CV-related algorithms and open source toolkits.
·        Publishedresearch papers in top tier CV conferences or journals, such as CVPR, ICCV,ECCV, AAAI, ICML, IJCAI, TIP, TMM etc.
Location: Hong Kong/Shen Zhen

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