Total 11 job vacancies by Fourth Paradigm Southeast Asia Pte. Ltd.

Responsibilities：

The Community Operations Manager will be responsible for various aspects related to the operation of open-source products developed by 4Paradigm (such as OpenMLDB). This includes managing the technical community, expanding customer acquisition channels, and increasing commercial user conversion rate. The responsibilities include, but are not limited to:

• Develop and execute an operation plan for open source products, covering channels such as technical communities, self-media platforms, online and offline workshops, to enhance product exposure and conversion rates
• Optimize the content and presentation of products, documentation, and other go-to-market materials
• Track, promote, and operate the commercial usage of open source products, collaborating with the R&D team and participating in relevant project management

Requirements:

• Bachelor's degree or above from a well-known universities, preferably in an engineering-related field
• Minimum of one year of relevant experience in product community operations, with a strong preference for open-source products
• Possess a certain level of technical background and ability, capable of collaborating with development engineers or independently producing technical content for the community
• Demonstrated project management skills, able to collaborate with the team for the commercialization users of open source products
• Bilingual proficiency in Chinese and English

RESPONSIBILITIES

• Participate in the development of 2B software projects related to artificial intelligence technologies.
• Transform prototypes from the R&D team into commercial products.
• Contribute to product design, testing, documentation, and standardization related activities.

REQUIREMENTS

• Bachelor's degree or higher in computer science or a related field, with at least two years of relevant work experience.
• Proficiency in at least one backend programming language (Java and Python preferred), with the ability to quickly learn new languages and frameworks.
• Frontend development skills, with the ability to use at least one popular frontend development framework such as React, Vue, or Angular.
• Familiarity with popular development and deployment tools, such as Shell, MySQL, Redis, Docker, Kubernetes, etc.
• It is a plus to have development experience in a specific technical domain, such as distributed systems, heterogeneous computing, big data frameworks, machine learning frameworks, etc.

Company Introduction

The Fourth Paradigm is a major player in China's intelligent decision-making market, dedicated to rapidly implementing enterprise-level artificial intelligence on a large scale. We provide technologies, products, and solutions centered around "decision-oriented AI" and "generative AI", facilitating the digital transformation of traditional enterprises. Our clientele spans various industries including finance, retail, manufacturing, energy and electricity, telecommunications, and healthcare. At The Fourth Paradigm, we prioritize independent research and application of cutting-edge technologies across various AI fields, contributing to the development of national artificial intelligence technologies and application standards. Our expertise lies in areas such as Automatic Machine Learning (AutoML), Transfer Learning, Automatic Reinforcement Learning, and Environmental Learning. We released our self-developed multimodal large model product, "4Paradigm SageGPT", in February 2023, accumulating dozens of early AIGC industry applications in China. In September 2023, we were listed on the Hong Kong Stock Exchange.

Our Team

The Ministry of Science and Technology is currently focusing on cutting-edge technology research and application implementation in fields such as AI big models, computer vision, natural language processing, machine learning, decision optimization, and speech. Internally, we adopt a more equal and friendly open-source community model, allowing everyone to freely choose tasks according to their interests and wishes. In such an environment, you can have close contact with many different technical fields and business tracks, thereby quickly improving your comprehensive capabilities. We provide a first-class work environment, innovative work models, sufficient computing resources, and competitive compensation and benefits. If you are an outstanding R&D talent passionate about exploring cutting-edge technological developments and transforming advanced scientific research results into practical products, we look forward to your joining!

Base Locations: Beijing/Shanghai/Shenzhen/Wuhan/Singapore

Interview Format

If you are shortlisted, you will undergo the online written test stage, which includes code and algorithm questions. You will be notified of the specific time and arrangement of the written test through email and SMS. After passing the written test, you can enter the second interview stage. The entire interview process consists of about 2-3 rounds. If the interview is approved, the offer can be quickly issued for integration into the job.

Responsibilities:

• Participating in research and development, design, training, optimization, and deployment of relevant machine learning and reinforcement learning models, collaborating with the engineering team to produce enterprise-level algorithm products.
• To apply machine learning and reinforcement learning algorithms to practical scenarios to solve real-life business problems.
• Open-sourcing innovative practices via GitHub Repo/Paper/Tech Report and other forms.

Requirements:

• Bachelor's degree or above, familiar with one of the directions of machine learning, deep learning, data mining, reinforcement learning, etc.
• Good programming skills, proficient in programming languages such as Python/C++, excellent problem-solving and analysis abilities, passionate about solving challenging problems.
• Master algorithms corresponding to any of the following technical directions: AutoML, reinforcement learning, transfer learning, adversarial learning, convex optimization, search, recommendation, graph neural networks, knowledge graphs, etc.
• Strong algorithm implementation ability, familiar with deep learning platforms, best in PyTorch.

Bonus Points:

• Strong coding skills preferred, with experience in various competitions and awards (e.g., Kaggle, Tianchi, DF, DC, etc.), programming competitions such as ACM, or significant influence from open-source projects on GitHub.
• Priority given to those who have published papers in top international conferences or journals such as ICML, NeurIPS, ICLR, KDD, WebConf, AAAI, IJCAI.
• Relevant technical or competitive experience in the field of large model multimodality.

Company Introduction

The Fourth Paradigm is a major player in China's intelligent decision-making market, dedicated to rapidly implementing enterprise-level artificial intelligence on a large scale. We provide technologies, products, and solutions centered around "decision-oriented AI" and "generative AI", facilitating the digital transformation of traditional enterprises. Our clientele spans various industries including finance, retail, manufacturing, energy and electricity, telecommunications, and healthcare. At The Fourth Paradigm, we prioritize independent research and application of cutting-edge technologies across various AI fields, contributing to the development of national artificial intelligence technologies and application standards. Our expertise lies in areas such as Automatic Machine Learning (AutoML), Transfer Learning, Automatic Reinforcement Learning, and Environmental Learning. We released our self-developed multimodal large model product, "4Paradigm SageGPT", in February 2023, accumulating dozens of early AIGC industry applications in China. In September 2023, we were listed on the Hong Kong Stock Exchange.

Our Team

The Ministry of Science and Technology is currently focusing on cutting-edge technology research and application implementation in fields such as AI big models, computer vision, natural language processing, machine learning, decision optimization, and speech. Internally, we adopt a more equal and friendly open-source community model, allowing everyone to freely choose tasks according to their interests and wishes. In such an environment, you can have close contact with many different technical fields and business tracks, thereby quickly improving your comprehensive capabilities. We provide a first-class work environment, innovative work models, sufficient computing resources, and competitive compensation and benefits. If you are an outstanding R&D talent passionate about exploring cutting-edge technological developments and transforming advanced scientific research results into practical products, we look forward to your joining!

Base Locations: Beijing/Shanghai/Shenzhen/Wuhan/Singapore

Interview Format

If you are shortlisted, you will undergo the online written test stage, which includes code and algorithm questions. You will be notified of the specific time and arrangement of the written test through email and SMS. After passing the written test, you can enter the second interview stage. The entire interview process consists of about 2-3 rounds. If the interview is approved, the offer can be quickly issued for integration into the job.

Responsibilities:

• Responsible for the design and development of natural language processing (NLP) algorithms, optimizing model performance, including but not limited to: dialogue and interaction systems, information extraction, information retrieval and text mining, semantic understanding, etc.
• Apply NLP algorithms to real-life scenarios to solve actual business problems.
• Open-source innovative practices via GitHub Repo/Paper/Tech Report formats.

Requirements:

• Bachelor's degree or above, proficient in common NLP models, with some experience in NLP projects and model tuning. Able to independently conduct R&D work in one or more areas, passionate about solving challenging problems.
• Strong programming skills, proficient in Python/C++ or other programming languages, excellent problem-solving abilities, passionate about solving challenging problems.
• Strong ability to implement algorithms, familiar with deep learning platforms such as TensorFlow/PyTorch.

Preferred Qualifications:

• Strong coding skills preferred, with various competition awards (e.g., Kaggle, Tianchi, DF, DC) or participation in ACM programming competitions, or significant impact from open-source projects on GitHub.
• Publication of papers at top conferences or journals such as ACL, EMNLP, NAACL, NeurIPS, ICML, ICLR.
• Relevant technical or competition experience in large-scale multimodal fields.

Company Introduction

The Fourth Paradigm is a major player in China's intelligent decision-making market, dedicated to rapidly implementing enterprise-level artificial intelligence on a large scale. We provide technologies, products, and solutions centered around "decision-oriented AI" and "generative AI", facilitating the digital transformation of traditional enterprises. Our clientele spans various industries including finance, retail, manufacturing, energy and electricity, telecommunications, and healthcare. At The Fourth Paradigm, we prioritize independent research and application of cutting-edge technologies across various AI fields, contributing to the development of national artificial intelligence technologies and application standards. Our expertise lies in areas such as Automatic Machine Learning (AutoML), Transfer Learning, Automatic Reinforcement Learning, and Environmental Learning. We released our self-developed multimodal large model product, "4Paradigm SageGPT", in February 2023, accumulating dozens of early AIGC industry applications in China. In September 2023, we were listed on the Hong Kong Stock Exchange.

Our Team

The Ministry of Science and Technology is currently focusing on cutting-edge technology research and application implementation in fields such as AI big models, computer vision, natural language processing, machine learning, decision optimization, and speech. Internally, we adopt a more equal and friendly open-source community model, allowing everyone to freely choose tasks according to their interests and wishes. In such an environment, you can have close contact with many different technical fields and business tracks, thereby quickly improving your comprehensive capabilities. We provide a first-class work environment, innovative work models, sufficient computing resources, and competitive compensation and benefits. If you are an outstanding R&D talent passionate about exploring cutting-edge technological developments and transforming advanced scientific research results into practical products, we look forward to your joining!

Base Locations: Beijing/Shanghai/Shenzhen/Wuhan/Singapore

Interview Format

If you are shortlisted, you will undergo the online written test stage, which includes code and algorithm questions. You will be notified of the specific time and arrangement of the written test through email and SMS. After passing the written test, you can enter the second interview stage. The entire interview process consists of about 2-3 rounds. If the interview is approved, the offer can be quickly issued for integration into the job.

Responsibilities:

• Responsible for the design and development of speech-related algorithms, optimizing model performance, including but not limited to: participation in speech recognition, speech synthesis, speaker recognition, and speech evaluation.
• Apply speech domain algorithms to real-world scenarios to solve actual business problems.
• Open-source innovative practices via GitHub Repo/Paper/Tech Report formats.

Requirements:

• Bachelor's degree or above, with relevant experience in speech recognition, speaker recognition, speech evaluation, and speech synthesis.
• Proficient programming skills, adept in Python/C++ and problem-solving, passionate about solving challenging problems.
• Strong ability to implement algorithms, familiar with deep learning platforms such as TensorFlow/PyTorch.

Preferred Qualifications:

• Strong coding skills preferred, with various competition awards (e.g., Kaggle, Tianchi, DF, DC) or participation in ACM programming competitions, or significant impact from open-source projects on GitHub.
• Publication of papers at top conferences or journals such as Interspeech, ICASSP, ACL, EMNLP, NAACL.
• Relevant technical or competition experience in large-scale multimodal fields.

Company Introduction

The Fourth Paradigm is a major player in China's intelligent decision-making market, dedicated to rapidly implementing enterprise-level artificial intelligence on a large scale. We provide technologies, products, and solutions centered around "decision-oriented AI" and "generative AI", facilitating the digital transformation of traditional enterprises. Our clientele spans various industries including finance, retail, manufacturing, energy and electricity, telecommunications, and healthcare. At The Fourth Paradigm, we prioritize independent research and application of cutting-edge technologies across various AI fields, contributing to the development of national artificial intelligence technologies and application standards. Our expertise lies in areas such as Automatic Machine Learning (AutoML), Transfer Learning, Automatic Reinforcement Learning, and Environmental Learning. We released our self-developed multimodal large model product, "4Paradigm SageGPT", in February 2023, accumulating dozens of early AIGC industry applications in China. In September 2023, we were listed on the Hong Kong Stock Exchange.

Our Team

The Ministry of Science and Technology is currently focusing on cutting-edge technology research and application implementation in fields such as AI big models, computer vision, natural language processing, machine learning, decision optimization, and speech. Internally, we adopt a more equal and friendly open-source community model, allowing everyone to freely choose tasks according to their interests and wishes. In such an environment, you can have close contact with many different technical fields and business tracks, thereby quickly improving your comprehensive capabilities. We provide a first-class work environment, innovative work models, sufficient computing resources, and competitive compensation and benefits. If you are an outstanding R&D talent passionate about exploring cutting-edge technological developments and transforming advanced scientific research results into practical products, we look forward to your joining!

Base Locations: Beijing/Shanghai/Shenzhen/Wuhan/Singapore

Interview Format

If you are shortlisted, you will undergo the online written test stage, which includes code and algorithm questions. You will be notified of the specific time and arrangement of the written test through email and SMS. After passing the written test, you can enter the second interview stage. The entire interview process consists of about 2-3 rounds. If the interview is approved, the offer can be quickly issued for integration into the job.

Responsibilities:

• Participate in the development of the company's AI environment simulator.
• Explore simulation environment models and develop methods for rapid deep learning model implementation (supervised learning, POD, PINN, parameter estimation).
• Explore the application of machine learning methods in geometric optimization of physical fields.

Requirements:

• Solid foundation in machine learning, with relevant experience in physical simulation, discrete simulation, and parameter estimation.
• Experience with PINN, data-driven model dimensionality reduction (e.g., POD), supervised learning, and inverse reinforcement learning.
• Proficiency in Python, strong coding skills, strong research and learning abilities, good mathematical foundation.

Preferred Qualifications:

• Strong coding skills preferred, with various competition awards (e.g., Kaggle, Tianchi, DF, DC) or participation in ACM programming competitions, or significant impact from open-source projects on GitHub.
• Publication of papers at top conferences or journals such as Interspeech, ICASSP, ACL, EMNLP, NAACL.
• Research and application experience in simulation simulators, physics neural networks, and data-driven model dimensionality reduction learning.
• Experience using commercial/open-source physics simulation software.

Responsibilities：

The Community Operations Manager will be responsible for various aspects related to the operation of open-source products developed by 4Paradigm (such as OpenMLDB). This includes managing the technical community, expanding customer acquisition channels, and increasing commercial user conversion rate. The responsibilities include, but are not limited to:

• Develop and execute an operation plan for open source products, covering channels such as technical communities, self-media platforms, online and offline workshops, to enhance product exposure and conversion rates
• Optimize the content and presentation of products, documentation, and other go-to-market materials
• Track, promote, and operate the commercial usage of open source products, collaborating with the R&D team and participating in relevant project management

Requirements:

• Bachelor's degree or above from a well-known universities, preferably in an engineering-related field
• Minimum of one year of relevant experience in product community operations, with a strong preference for open-source products
• Possess a certain level of technical background and ability, capable of collaborating with development engineers or independently producing technical content for the community
• Demonstrated project management skills, able to collaborate with the team for the commercialization users of open source products
• Bilingual proficiency in Chinese and English

Company Introduction

The Fourth Paradigm is a major player in China's intelligent decision-making market, dedicated to rapidly implementing enterprise-level artificial intelligence on a large scale. We provide technologies, products, and solutions centered around "decision-oriented AI" and "generative AI", facilitating the digital transformation of traditional enterprises. Our clientele spans various industries including finance, retail, manufacturing, energy and electricity, telecommunications, and healthcare. At The Fourth Paradigm, we prioritize independent research and application of cutting-edge technologies across various AI fields, contributing to the development of national artificial intelligence technologies and application standards. Our expertise lies in areas such as Automatic Machine Learning (AutoML), Transfer Learning, Automatic Reinforcement Learning, and Environmental Learning. We released our self-developed multimodal large model product, "4Paradigm SageGPT", in February 2023, accumulating dozens of early AIGC industry applications in China. In September 2023, we were listed on the Hong Kong Stock Exchange.

Our Team

The Ministry of Science and Technology is currently focusing on cutting-edge technology research and application implementation in fields such as AI big models, computer vision, natural language processing, machine learning, decision optimization, and speech. Internally, we adopt a more equal and friendly open-source community model, allowing everyone to freely choose tasks according to their interests and wishes. In such an environment, you can have close contact with many different technical fields and business tracks, thereby quickly improving your comprehensive capabilities. We provide a first-class work environment, innovative work models, sufficient computing resources, and competitive compensation and benefits. If you are an outstanding R&D talent passionate about exploring cutting-edge technological developments and transforming advanced scientific research results into practical products, we look forward to your joining!

Base Locations: Beijing/Shanghai/Shenzhen/Wuhan/Singapore

Interview Format

If you are shortlisted, you will undergo the online written test stage, which includes code and algorithm questions. You will be notified of the specific time and arrangement of the written test through email and SMS. After passing the written test, you can enter the second interview stage. The entire interview process consists of about 2-3 rounds. If the interview is approved, the offer can be quickly issued for integration into the job.

Job Details

Responsibilities:

• Designing and developing computer vision algorithms, including general object detection, retrieval, and segmentation; image/video classification and understanding; OCR; multimodal large model training, optimization, and compression; graph neural network; 3D vision, etc.
• Applying algorithms from computer vision and other fields to practical scenarios to solve real-world business problems.
• Open-sourcing innovative practices via GitHub Repo/Paper/Tech Report and other forms.

Requirements:

• Bachelor's degree or above, with relevant professional knowledge in computer vision, artificial intelligence, graphics, image processing, etc.
• Good programming skills, familiar with Python/C++/OpenCV/PyTorch/TensorFlow/Linux, etc.
• Understanding commonly used deep learning/large model algorithms and proficient usage of deep learning frameworks.

Bonus Points:

• Strong coding skills preferred, with experience in various competitions and awards (e.g., Kaggle, Tianchi, DF, DC, etc.), programming competitions such as ACM, or significant influence from open-source projects on GitHub.
• Priority given to those who have published papers in top international conferences or journals such as TPAMI, IJCV, CVPR, ICCV, ECCV, TIP, MM, ICLR, ICML, NeurIPS.
• Relevant technical or competitive experience in the field of large model multimodality.

Company Introduction

The Fourth Paradigm is a major player in China's intelligent decision-making market, dedicated to rapidly implementing enterprise-level artificial intelligence on a large scale. We provide technologies, products, and solutions centered around "decision-oriented AI" and "generative AI", facilitating the digital transformation of traditional enterprises. Our clientele spans various industries including finance, retail, manufacturing, energy and electricity, telecommunications, and healthcare. At The Fourth Paradigm, we prioritize independent research and application of cutting-edge technologies across various AI fields, contributing to the development of national artificial intelligence technologies and application standards. Our expertise lies in areas such as Automatic Machine Learning (AutoML), Transfer Learning, Automatic Reinforcement Learning, and Environmental Learning. We released our self-developed multimodal large model product, "4Paradigm SageGPT", in February 2023, accumulating dozens of early AIGC industry applications in China. In September 2023, we were listed on the Hong Kong Stock Exchange.

Our Team

The Ministry of Science and Technology is currently focusing on cutting-edge technology research and application implementation in fields such as AI big models, computer vision, natural language processing, machine learning, decision optimization, and speech. Internally, we adopt a more equal and friendly open-source community model, allowing everyone to freely choose tasks according to their interests and wishes. In such an environment, you can have close contact with many different technical fields and business tracks, thereby quickly improving your comprehensive capabilities. We provide a first-class work environment, innovative work models, sufficient computing resources, and competitive compensation and benefits. If you are an outstanding R&D talent passionate about exploring cutting-edge technological developments and transforming advanced scientific research results into practical products, we look forward to your joining!

Base Locations: Beijing/Shanghai/Shenzhen/Wuhan/Singapore

Interview Format

If you are shortlisted, you will undergo the online written test stage, which includes code and algorithm questions. You will be notified of the specific time and arrangement of the written test through email and SMS. After passing the written test, you can enter the second interview stage. The entire interview process consists of about 2-3 rounds. If the interview is approved, the offer can be quickly issued for integration into the job.

Responsibilities:

• Provide optimization methods and solutions for practical problems using leading machine learning, reinforcement learning, or operations research techniques.
• Attempt to design leading machine learning or reinforcement learning algorithms and computing frameworks to improve the execution efficiency of machine learning or reinforcement learning systems.
• Attempt to design leading multi-objective optimization algorithms, non-deterministic optimization algorithms, and online optimization algorithms to improve the efficiency of algorithm optimization.
• Abstract practical problems, design and develop machine learning, reinforcement learning, or operations optimization components to reduce the complexity of solution implementation.
• Continuously improve the usability and ease of use of machine learning, reinforcement learning algorithms, or operations optimization algorithms, reducing the usage threshold.
• Create more valuable machine learning, reinforcement learning, or operations optimization products, driving product improvement or customer business growth through technical innovation.

Requirements:

• Bachelor's degree or above in computer science, mathematics, or related fields from a top university.
• Strong foundation in mathematics, data structures, algorithms, and familiarity with basic Linux operations.
• Some research foundation in machine learning, operations optimization, reinforcement learning, with substantial practical experience in operations optimization, machine learning, and reinforcement learning.
• Good mathematical foundation and solid programming skills, proficient in Python, C++, or another commonly used programming language.
• Deep understanding of distributed computing frameworks.
• Strong business understanding and learning ability, proactive communication skills.

Preferred Qualifications:

• Strong coding skills preferred, with various competition awards (e.g., Kaggle, Tianchi, DF, DC) or participation in ACM programming competitions, or significant impact from open-source projects on GitHub.
• Publication of papers at top conferences or journals such as Interspeech, ICASSP, ACL, EMNLP, NAACL.
• Doctoral research experience and successful practical application experience in machine learning, reinforcement learning, or operations optimization-related fields.

This role is to design, develop and optimize AI platform for enterprises applications. It focuses more on the system-level techniques, such as efficiency, scalability and cost. The responsibilities may include but are not limited to:

• Employing software and hardware co-optimization to improve efficiency and reduce costs of AI applications, such as heterogeneous computing (GPU), memory and storage systems, RMDA, operating system and database kernel optimization
• R&D on system-level frameworks and techniques for machine learning applications, such as our open-source project OpenMLDB, GPU virtualization, computing frameworks employing AI chips, and so on
• Exploring and engaging in innovative work, utilizing cutting-edge technologies to enhance product performance and efficiency.

Requirements:

• Proficiency in at least one object-oriented programming language (such as C++/Java/Python) and experience participating in large-scale projects.
• Solid understanding of computing fundamentals, including data structures, algorithms, operating systems, databases and so on. Familiarity with parallel computing and distributed computing concepts.
• Interest in low-level system technologies and building large-scale products, with a focus on solving system-level technical challenges (such as improving performance and scalability, heterogeneous computing, OS kernel development, etc.)

Preferred skills/experience:

• Any relevant development experience in areas such as heterogeneous computing (GPU), database, OS kernel development, storage systems, distributed computing, Spark, or other big data computing frameworks.
• Achievements in internationally renowned computing competitions, such as ICPC.
• Publication at top-tier conferences in the systems field, such as OSDI, SOSP, HPCA, EuroSys, SC, SIGMOD, VLDB, etc.
• Significant contributions to influential open-source projects (please provide portfolio of relevant contributions).

LOCATION
Singapore

RESPONSIBILITIES

• Participate in the development of 2B software projects related to artificial intelligence technologies.
• Transform prototypes from the R&D team into commercial products.
• Contribute to product design, testing, documentation, and standardization related activities.

REQUIREMENTS

• Bachelor's degree or higher in computer science or a related field, with at least two years of relevant work experience.
• Proficiency in at least one backend programming language (Java and Python preferred), with the ability to quickly learn new languages and frameworks.
• Frontend development skills, with the ability to use at least one popular frontend development framework such as React, Vue, or Angular.
• Familiarity with popular development and deployment tools, such as Shell, MySQL, Redis, Docker, Kubernetes, etc.
• It is a plus to have development experience in a specific technical domain, such as distributed systems, heterogeneous computing, big data frameworks, machine learning frameworks, etc.