昨天小英给大家带来了一大波爸爸家的云计算和安全类职位（一大波爸爸家的职位正在来袭！(上)）。今天给大家介绍的是数据类和语音相关的职位。除特殊说明外，大部分职位都可以在西雅图或杭州工作，需要有工作身份哦！详细的职位名称和要求请下滑👇
Data
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Data Scientist
如果你是Data Geek，如果你believe and love Big Data，喜欢思考，喜欢学习，喜欢创新，有一定data techniques基础，那这个职位就太适合你了！工作地点为杭州。
工作要求
- Discover intrinsic natures of users from big data, and analyze user behavior as well as their customized needs
- Develop new data attributes of users from existing data source and develop novel applications including data driven products based on that
- Develop data models/solutions to solve practical problems based on advanced statistical modeling, data mining, and machine learning methods. Develop innovative approaches to solve problems when classical techniques fail
- Collaborate with business partners and apply developed models to business.
技能要求
- Master or PhD degree in Statistics, Computer Science and Mathematics. Solid theoretical foundations in statistics, data mining and machine learning
- Affluent practical experience in data modeling (2+ years’ experience preferred)
- Solid programming skills and proficient in at least one programming language, preferably R
- Proficient in Hive / SQL
- Experience with big data and Hadoop is a big plus
- Strong commercial sensitivity with strong data analysis techniques. Develop innovative and practical methods to solve the complicated business problems
- Strong communication and presentation skills
- Creative, willing to face challenges and responsible
- Team work spirit: honest, diligent, and rigorous.
Data Mining Expert
工作要求
- Responsible for architecture design of large-scale distributed data processing and machine learning procedures for massive data
- Leading the team to ensure stability and efficiency of data algorithms and business applications
- Leading the team to follow recent development trends in the industry and timely applying relevant algorithms
- Closely working with analysis team to provide reliable, secure, efficient algorithms for data analysts
- Collaborating with business unit to improve efficiency of business operations via providing agilely applicable applications.
技能要求
- A Ph.D/MS degree in Natural Language Understanding, Text Mining, Machine learning，pattern recognition or related discipline
- Domain knowledge in one of the areas of statistics, machine learning, NLP, recommendation system
- Excellent communication skills and team management experience
- Proficiency in C / C++ / Java. Experience in Perl, Python, Shell Script programming preferred
- Experience in distributed systems (Hadoop) and algorithm design, as well as incremental algorithm implementation
- Statistical modeling experience / SAS experience / R language experience preferred
- Mandarin proficiency required.
Staff Engineer
工作概述
- Fuxi is a distributed compute scheduling platform which empowers the big data solution and other online business applications of our company. Resource utilization of Fuxi is a critical factor for the cost-efficiency of the cloud in the scale of hundreds of thousands of server blades.
- Fuxi relies on kernel level performance and security isolation to guarantee service level quality and compliance in a multi-tenancy environment which increases the efficiency of resource utilization.
= Big data platform requires fast iterations and automated upgrade, which can be enabled by unified application service model and monitoring/rollback based deployment system.
- Big data system team provides solution for these scenarios.
- You'll have the opportunity to participate in the following projects: design and development of performance and security isolation on Linux to provide high performance and compliance guarantee for big data based compute and storage; solution based on container technologies such as LXC/Docker/VM; automated deployment and monitoring services for distributed online services, visualizing the deployment process of online services.
技能要求
- Bachelar degree at minimum in Computer Science or Software Engineering
- Rich experience in distributed system design and implementation. Experienced in operating system/network development
- Solid programming skills and proficient in C/C++
- Strong communication and presentation skills.
Software Engineer
NLS-Service
工作概述
Develop large scale online service for speech recognition, speech synthesis, and natural language processing
技能要求
- Bachelor's degree or higher in Computer Science or related discipline
- 3+ years of large scale service developing experiences
- Strong coding skills in C/C++ and Java
- Excellent communications & interpersonal skills
Research Scientist
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Research Scientist
Nature Language
Understanding
工作要求
- Research and development of semantic embedding for spoken text
- Research and development of spoken NLU, especially in dialogue context.
技能要求
- A Ph.D/MS degree in Natural Language Understanding, Text Mining, Machine learning or related discipline
- 3+ years of research or developing experiences in relevant areas
- Strong coding skills in C/C++ or equivalent, familiar with perl or python
- Be self-driven, and show ability to deliver on ambiguous projects with incomplete information
Research Scientist
Dialogue System
工作要求
- Research and development of dialogue model (e.g. plan-based model, MDP, POMDP, etc.)
- Research and development of dialogue system or conversational agents.
技能要求
- A Ph.D/MS degree in Natural Language Understanding, Text Mining, Machine learning，pattern recognition or related discipline
- 3+ years of research or development experiences in relevant areas
- Strong coding skills in C/C++ or equivalent, familiar with perl or python
- Be self-driven, and show ability to deliver on ambiguous projects with incomplete information
Research Scientist
Question Answering
工作要求
- Research and development of semantic matching, semantic knowledge representation and knowledge discovery
- Research and development of a question & answering system
技能要求
- A Ph.D/MS degree in Natural Language Understanding, Text Mining, Machine learning, Pattern orRecognition or related discipline
- 3+ years of research or development experiences in relevant areas
- Strong programming skills in C/C++/Java/Python
- Be self-driven, and show ability to deliver on ambiguous projects with incomplete information
Research Scientist
Large-Scale
Machine Learning
工作概述
- Large-scale machine learning for data analysis plays a critical role in various product lines such as advertising, search, Internet financial services, fraud detection, personalized recommendation and intelligent customer service, etc.
- We develop a Platform of Artificial Intelligence (PAI) to provide a unified solution to a variety of big data problems; For example, PAI includes parameter servers that enable super-large scale learning by both model and data parallelization; it learns complex models from billions of samples with billions of attributes; PAI also includes distributed deep learning systems over Cloud and GPU clusters that conduct complex recognition tasks.
- Here are a few directions we endeavor: visual object detection, speech recognition, machine translation and text analysis.
技能要求
- A PhD in Statistics, Computer Science, or related discipline is strongly preferable, but a candidate with MS combined with strong working experience relating to Big Data is also acceptable
- 5-10 years of R&D experience relating to distributed computing, large scale distributed systems, visual object detection, speech recognition, machine translation, text analysis or graph algorithms is a big plus
- Strong skills in SQL, R, Python, SAS and related tools for large scale analysis. Experience in C++ or similar languages is a strong plus
- Experience on large scale computing systems like Hadoop, MapReduce and/or similar systems is a big plus
- Excellent communications & interpersonal skills. Ability to convince and communicate complicated analysis & insights to non-technical audience
- Be self-driven, and show ability to deliver on ambiguous projects with incomplete data
- Show strong passion for & understand the need to deliver right business impact by unearthing deep insights from data
- Demonstrated history of innovative thinking and problem solving skills in Big Data problems.
申请方式
请发简历至
resume@intelliprogroup.com
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