Full Time: Software Engineer Intern at Alibaba Group in Hangzhou

1.Software Engineer Intern– Machine Learning

Job description

We focus on research and applications of machine learning algorithms on big data.

If you have the knowledge of machine learning, depth study, reinforcement learning, transfer learning, active learning, feature extraction and sparse learning, learning to rank and so on, great enthusiasm, the courage to challenge a variety of real-world application challenges, welcome to join us!

Responsible for:

*Research and development work related to machine learning and deep learning, including but not limited to model design and optimization for neural networks, reinforcement learning, transfer learning, active learning, dimension reduction, kernel methods, spectral methods, feature extraction and sparse learning, learning to rank, recommendation, stochastic optimization and other algorithms and system development and so on
*Research innovations in machine learning, especially deep learning, combined with the real-world applications, to provide comprehensive technical solutions
*Developing distributed algorithms to achieve a substantial increase in algorithm scalability and performance
*Providing big data analysis and modeling solutions, and incubating industry solutions to help advance business frontiers

Qualifications

If you are qualified to one or more of the following points:


* Bachelor degree or above in computer science, mathematics, electronic engineering, communication and other related fields, Master's or Ph.D.

degree is a plus
*Knowledgeable about the commonly used machine learning algorithms, pattern recognition, deep learning, reinforcement learning and other related fields, and proficient in C / C + +, Java, Python and so on at least one programming language
*Good at mathematical analysis and statistics
*A good team player, who is rigorous, pragmatic and optimistic
*With publications in international top conferences or journals is preferred.


*Excellent results submitted to ImageNet, MSCOCO, ICDAR and other authoritative databases is a plus
*Experienced in deep learning research, development under Linux environment, or large-scale data processing is preferred
*Bilingual Mandarin is preferred but not mandatory

Location

Chengdu, Shanghai, Hangzhou, Beijing, and Guangzhou.

Interview

Face to face, phone or online interview.

2.Software Engineer Intern– Speech & Interaction

Job description

The Alibaba speech team is building cutting-edge technology in intelligent human-computer dialogue that has been deployed on many devices such as smart TVs, Internet Cars, and smart phones.

We’re inviting talented and inventive experts to join us, who are passionate in Automatic Speech Recognition (ASR), Natural Language Understanding (NLU), Machine Learning (ML), Dialog Management and Audio Signal Processing, to create the future of artificial intelligence.

Your job responsibility will be one (or many) of the following:

*Research and develop algorithms in speech technology including acoustic modeling, language modeling, speech synthesis, language identification, speaker identification, or acoustic sentiment analysis etc.
*Research and develop algorithms in acoustic signal processing including speech enhancement, echo cancellation etc.
*Research and develop algorithms in spoken language processing including intent recognition, semantic slot extraction, dialogue modeling, and human-computer interaction etc.
*Research and develop algorithms in knowledge graph for human-computer interaction such as intelligent question answering
*Research and develop algorithms in deep learning for speech interaction.

Basic Qualifications:

*Master or PhD in computer science, engineering, machine learning or similar
*Excellent logical and mathematical thinking for problem solving.
*Self-driven, innovative and collaborative.
*Good communication and presentation skills.

Preferred Qualifications:

*In-depth knowledge in deep learning, automatic speech recognition, speech synthesis, natural language processing, human-computer interaction, knowledge graph, intelligent question answering, artificial intelligence or related fields
*Publications in top conferences or journals
*Bilingual Mandarin is preferred but not mandatory

Location

Chengdu, Shanghai, Hangzhou, Beijing, and Guangzhou.

Interview

Face to face, phone or online interview.

3.Software Engineer Intern– Natural Language Processing

Job description

We need bleeding edge NLP technologies to tackle a broad range of tough problems at Alibaba.

These technologies include knowledge base, morphology, syntax, semantics, text analysis, text representation, text generation, machine translation, intelligent dialogue system.

We are building NLP platforms to provide state-of-the-art algorithm services in the cloud.

Various business groups can call our NLP services and configure NLP models to their own needs.

We are looking for brilliant NLP people (BS, MS or PhD) to bring NLP techniques into a brand new area for Alibaba, bridging technology and business.

Preferred candidate should be self-motivated, intelligent, optimistic, introspective and durable.

Join us and together we will create a new business pattern led by AI.

Preferred qualifications:

*BS degree (or above) in Computer Science, Mathematics, Information Management or similar technical field of study; MS or PhD is an advantage;
*Strong programming skills in at least one programming language (C/C++, Java, Python, Perl)
*Solid background in 1 or 2 fundamental techniques for NLP; Candidates who have publications in top NLP international conferences or journals are preferred; Candidates who have won international prizes in competition tasks in the field of NLP are preferred
*Familiar with common ML algorithms and Deep Learning, Solid experience in utilizing clustering, classification, regression and ranking algorithms to solve challenging problems; Experience with large scale data analysis
*Eager to learn, passionate in AI related technologies
*Excellent mathematical skills, working proficiency in reading English
*Excellent communication, relationship skills and a strong team player.
*Bilingual Mandarin is preferred but not mandatory

Location

Chengdu, Shanghai, Hangzhou, Beijing, and Guangzhou.

Interview

Face to face, phone or online interview.

4.Software Engineer Intern–Computer Vision & Graphics

Job description

Alibaba processes huge image and video data with world-class cloud computing, creating potentially unlimited value for our customers.

We need staff with computer vision or graphics related background and experience in visual data analysis, diagnosis, search and synthesis.

We are looking for candidates, who are committed to excellence, self-motivated, smart, positive, introspective and strong-minded, join Alibaba creating new era of visual computing.

Job responsibilities:

*Responsible of algorithm research and product development in visual data analysis, diagnosis, search and synthesis related areas, including object detection / tracking, image classification / segmentation, video semantic analysis, face recognition / analysis, vehicle and pedestrian detection / recognition / tracking, industrial and medical image diagnosis, image and video search, page analysis / synthesis, etc.
*Responsible of image and video related fundamental algorithm research and development, including deep learning and common machine learning methods used in visual computing applications.
*Responsible of algorithm research and product develop in virtual reality and augmented reality related areas, including cutting edge exploration in image matching, visual SLAM, real-time SFM, realistic rendering and etc.

Preferred qualifications:

*Bachelor degree or above in computer science, mathematics or information related specialty, Master or PhD's degree is preferred.
*Familiar with deep learning, image or video analysis and processing, 3D reconstruction and rendering, game development or related fields.

Relevant work experience is preferred.
*Scientific research capability and achievements published in top conferences and journals are preferred.
*Excellent engineering skills, mastery of at least one programming language such as C/C++, Java, Python.
*Good data analysis skills and strong logical reasoning ability
*Good team work, committed to excellence, self-motivated, smart, positive, introspective and strong-minded
* Bilingual Mandarin is preferred but not mandatory

Location

Chengdu, Shanghai, Hangzhou, Beijing, and Guangzhou.

Interview

Face to face, phone or online interview.

5.Software Engineer Intern–Operations Research and Optimization

Job description

Operations research and optimization technology has great business value to Alibaba, as almost every business in Alibaba surrounds by optimization problems.

Optimization techniques have been playing a very important role in strengthening the core competency of Alibaba during the expansion of business boundaries.

We’re inviting talented and inventive experts in operations research and optimization to join us, to work together to apply optimization techniques to more business scenarios.

Job responsibilities:

*Research and develop algorithms in operations research and optimization / mechanism design including but not limited to combinatorial optimization, game theory, online optimization, stochastic optimization, linear programming, control theory, etc.
*Combine optimization and machine techniques, and apply them to e-commerce, computational resource scheduling, logistics, etc.

in Alibaba Group to reduce cost or improve efficiency, and help to strengthen the core competency
*Perform analysis, modeling, and problem abstraction from big data, accumulate industry solutions to help expand business boundaries

Preferred qualifications:

*BS degree (above) in Computer Science, Operations Research, Mathematics, Information Engineering, Statistics, or similar technical field of study; MS or PhD is an advantage.
*Familiar with algorithms or theories in operations research, optimization, and machine learning.

Candidates who have publications in top international conferences or journals are preferred.
*Strong abilities of logical analysis and mathematical modeling.
*Strong programming skills in at least one programming language (Java, C/C++, Python)
*Excellent communication, relationship skills, and a strong team player.
*Eager to learn, passionate in AI related technologies.


*Bilingual Mandarin is preferred but not mandatory

Location

Chengdu, Shanghai, Hangzhou, Beijing, and Guangzhou.

Interview

Face to face, phone or online interview.

6.Software Engineer Intern- Algorithm (Others)

Job description

We are sincerely looking for talents who are keen on algorithms and data.

With us, you will have the opportunities to work on many interesting business problems linked to hundreds of millions of customers:
*Enabling users to find the most suitable products from massive amount of goods through powerful search engine and recommendation system.
*Ensuring that sellers' goods reach target buyers and make them happy to shop through a set of advanced advertising algorithms and techniques.


*Creating personalized smart phones with a powerful mobile cloud operating system, which incorporates cutting-edge computer vision technology and state of the art ergonomics.


*Guaranteeing Alipay security – prohibiting unauthorized transaction, even if a user lost his/her mobile phone together with his/her Alipay password.


*Establishing the Sesame Credit system – through which people are convenient to borrow and lend – based on big data.
*Delivering packages to global consumers within 24 hours through our Cainiao intelligent logistics network and supply chain, which is built on big data and algorithms.

We need a wide spectrum of artificial intelligence technologies.

If your research area is not Machine Learning, Speech & Interaction, NLP, Computer Vision & Graphics, or Operations Research & Optimization, please apply for this position.

Qualifications

If you are qualified to one or more of the following points:
*Bachelor degree or above, master degree or PhD is highly preferred.

Be sensitive to data and have strong logical analysis ability.
*Have experience in data modeling, solid programming foundation.

Be proficient in at least one programming language (R language is a plus).
*Be familiar with commonly used machine learning algorithms.

Applicants with practical experience in Information Retrieval, Natural Language Processing, Image Processing, Voice Processing and related areas are preferred.
*Applicants with top international conference/journal papers are preferred.


*Applicants with big data processing experience and familiar with Map-Reduce are preferred.


*Applicants with good communication and presentation skills are preferred.


*Be creative, responsible, and enjoy challenging work.
*Have good teamwork spirit.

Be honesty, diligent and rigorous.
*Bilingual Mandarin is preferred but not mandatory

Location

Chengdu, Shanghai, Hangzhou, Beijing, and Guangzhou.

Interview

Face to face, phone or online interview.

Apply

Source: Clevertech