Seonglae ChoTencent
Responsibilities:
About Tencent
Tencent is a world-leading internet and technology company that develops innovative products and services to improve the quality of life of people around the world. Founded in 1998 with its headquarters in Shenzhen China, our guiding principle is to use technology for good.
We are not only a major video game publisher in the world, we also produce other high-quality digital content, enriching interactive entertainment experiences for people around the globe. We offer a range of services such as cloud computing, advertising, FinTech, and other enterprise services to support our clients' digital transformation and business growth.
About IEG
Interactive Entertainment Group (IEG) is responsible for the R&D, operation, and development of the company's interactive entertainment business including games and eSports. Through online gaming, live broadcasts, and offline eSports, IEG assists the company in leading the global interactive entertainment market to create better interactive entertainment content experiences for users.
Team： The team comes from Tencent's Lightspeed Studios, with research and development centers in more than 10 countries and regions worldwide. Lightspeed Studios published over 50 popular products such as 《Game for peace》 《PUBG Mobile》 and 《League of Legends Mobile》etc. The team focuses on the application research and cutting-edge exploration of natural language processing and large language models in the gaming industry. Our team possesses professional knowledge and comprehensive experience in research areas such as efficient training of large models, reinforcement learning, quantization compression, inference acceleration, and alignment with game worldviews.
Responsibilities:
1. Responsible for NLP and LLM research and development including unsupervised representation learning, supervised fine-tuning (sft), direct preference optimization (dpo), reinforcement learning from human feedback (rlhf) and mixture of experts (moe) etc.
2. Responsible for text classification, sentiment analysis, data mining, text generation, topic analysis, label extraction and other research and development job.
3. Optimize existing online algorithms, develop efficient and reliable NLP solutions by combining business needs and data.
4. Explore applications of NLP techniques and deep learning algorithms in games.
Requirements:
Requirements:
1. Familiar with NLP fundamentals, with a strong understanding of statistical models, related machine learning principles, and experience working on NLP related projects.
2. Proficient in at least one programming language, familiar with basic data structures and algorithms.
3. Experiences in big data mining, knowledge-graph, Retrieval-Augmented Generation and deep learning experience are preferred.
4. Familiar with NLP model pre-training, LLM sft/DPO/RLHF and other SOTA NLP methods is preferred.
5. Familiar with classic machine learning algorithms and tools, RNN, CNN, LSTM, GAN, Transformers and other deep learning experiences are preferred.
6. Publication of academic results in academic journals and conferences in NLP-related fields (such as: NeurIPS, ICLR, ACL, EMNLP etc) are preferred.
7. Familiar with Tensorflow, PyTorch, Hive. Hadoop is preferred.
Research Engineer, Language - Generative AI
London, UK
Meta is seeking a Research Engineer to join our Large Language Model (LLM) Research team. We conduct focused research and engineering to build state-of-the-art LLMs, which we often open-source, like our team’s recent Llama 2. We are looking for strong engineers who have a background in generative AI and NLP, with experience in areas like language model evaluation; data processing for pre-training and fine-tuning; responsible LLMs; LLM alignment; reinforcement learning for language model tuning; efficient training and inference; and/or multilingual and multimodal modeling.
Research Engineer, Language - Generative AI Responsibilities
Design methods, tools, and infrastructure to push forward the state of the art in large language models.
Define research goals informed by practical engineering concerns.
Contribute to experiments, including designing experimental details, writing reusable code, running evaluations, and organizing results.
Adapt standard machine learning methods to best exploit modern parallel environments (e.g. distributed clusters, multicore SMP, and GPU).
Work with a large and globally distributed team.
Contribute to publications and open-sourcing efforts.
Minimum Qualifications
Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
Research experience in machine learning, deep learning, and/or natural language processing.
Experience with developing machine learning models at scale from inception to business impact.
Programming experience in Python and hands-on experience with frameworks such as PyTorch.
Exposure to architectural patterns of large scale software applications.
Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment.
Preferred Qualifications
Master's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
A PhD in AI, computer science, data science, or related technical fields.
Direct experience in generative AI and LLM research.
First author publications at peer-reviewed AI conferences (e.g., NeurIPS, CVPR, ICML, ICLR, ICCV, and ACL).
Cloudflare
About Us
At Cloudflare, we have our eyes set on an ambitious goal: to help build a better Internet. Today the company runs one of the world’s largest networks that powers approximately 25 million Internet properties, for customers ranging from individual bloggers to SMBs to Fortune 500 companies. Cloudflare protects and accelerates any Internet application online without adding hardware, installing software, or changing a line of code. Internet properties powered by Cloudflare all have web traffic routed through its intelligent global network, which gets smarter with every request. As a result, they see significant improvement in performance and a decrease in spam and other attacks. Cloudflare was named to Entrepreneur Magazine’s Top Company Cultures list and ranked among the World’s Most Innovative Companies by Fast Company.
We realize people do not fit into neat boxes. We are looking for curious and empathetic individuals who are committed to developing themselves and learning new skills, and we are ready to help you do that. We cannot complete our mission without building a diverse and inclusive team. We hire the best people based on an evaluation of their potential and support them throughout their time at Cloudflare. Come join us!
Available Locations: London, UK
About Cloudflare's Engineering Teams
Anytime we push code, it automatically affects the millions of Internet properties (powering websites, remote teams, APIs, mobile apps, etc.) running on our global network. Cloudflare's network is one of the largest in the world and spans over 300 cities in more than 100 countries. What's more, Cloudflare operates within 50 milliseconds of 95% of the Internet-connected population globally (for context, the blink of an eye is 300-400 milliseconds!). We are passionate about making the Internet more secure, reliable, and faster for everyone.
Cloudflare’s Engineering teams build and run the software that handles the massive amount of traffic that flows through our network. We also have teams that build the UI and control plane for our software, using modern patterns and libraries in a microservices-based architecture. Technologies include: C/C++, Rust, Go, Lua, Nginx, Go, Python, Typescript, JavaScript and ReactJS.
About The Internship Program
The ideal summer intern is passionate about making the Internet a better place. You will work with strong engineers. You will push code this summer that touches hundreds of millions of web surfers. We like to get things done, so we are looking for interns who are curious and can take on and complete projects. This is a great opportunity for engineers that want to learn to develop at Internet scale.
What would you do as a Cloudflare intern?
- Ship and deliver projects over 12 weeks with autonomy and support.
- Work cross-functionally with various teams.
- Be assigned a mentor to guide you through the internship and help with career goals.
- Make friends across the company through our Cloudfriends Program, Employee Resource Group (ERG) programs, and Activity Groups (Cat or dog lovers, we’ve got communities for you! @Catflare @Doggos).
- Present your project to the entire company at the end of the internship.
- Get direct access to our executives and leadership team including our co-founders.
- Write for our Cloudflare blog and be featured on Cloudflare.tv sessions.
- Receive Cloudflare swag and free Cloudflare products!
You can check out our internship blogs to learn more about our program and hear directly from our past interns.
Examples Of Desirable Skills, Knowledge And Experience
- Currently pursuing a degree or program in Computer Science, Engineering, Mathematics, Statistics or relevant field to the role.
- Demonstrated critical thinking skills and drive to learn and adapt new technologies.
- Curiosity, empathy and ability to get things done.
- Ability to commit to a 12 week summer internship.
Please note
- We will be hiring interns through the fall and early spring on a rolling basis until all roles are complete.
What Makes Cloudflare Special?
We’re not just a highly ambitious, large-scale technology company. We’re a highly ambitious, large-scale technology company with a soul. Fundamental to our mission to help build a better Internet is protecting the free and open Internet.
Project Galileo
: We equip politically and artistically important organizations and journalists with powerful tools to defend themselves against attacks that would otherwise censor their work, technology already used by Cloudflare’s enterprise customers--at no cost.
Athenian Project
: We created Athenian Project to ensure that state and local governments have the highest level of protection and reliability for free, so that their constituents have access to election information and voter registration.
Path Forward Partnership
: Since 2016, we have partnered with Path Forward, a nonprofit organization, to create 16-week positions for mid-career professionals who want to get back to the workplace after taking time off to care for a child, parent, or loved one.
1.1.1.1
: We released 1.1.1.1 to help fix the foundation of the Internet by building a faster, more secure and privacy-centric public DNS resolver. This is available publicly for everyone to use - it is the first consumer-focused service Cloudflare has ever released. Here’s the deal - we don’t store client IP addresses never, ever. We will continue to abide by our privacy commitment and ensure that no user data is sold to advertisers or used to target consumers.
Sound like something you’d like to be a part of? We’d love to hear from you!
This position may require access to information protected under U.S. export control laws, including the U.S. Export Administration Regulations. Please note that any offer of employment may be conditioned on your authorization to receive software or technology controlled under these U.S. export laws without sponsorship for an export license.
Cloudflare is proud to be an equal opportunity employer. We are committed to providing equal employment opportunity for all people and place great value in both diversity and inclusiveness. All qualified applicants will be considered for employment without regard to their, or any other person's, perceived or actual race, color, religion, sex, gender, gender identity, gender expression, sexual orientation, national origin, ancestry, citizenship, age, physical or mental disability, medical condition, family care status, or any other basis protected by law. We are an AA/Veterans/Disabled Employer.
Cloudflare provides reasonable accommodations to qualified individuals with disabilities. Please tell us if you require a reasonable accommodation to apply for a job. Examples of reasonable accommodations include, but are not limited to, changing the application process, providing documents in an alternate format, using a sign language interpreter, or using specialized equipment. If you require a reasonable accommodation to apply for a job, please contact us via e-mail at hr@cloudflare.com or via mail at 101 Townsend St. San Francisco, CA 94107.
cloudflare
쉽게 https를 사용할 수 있게 해준 2018년도 도메인 등록부터 사용해온 클라우드 플레어의 오랜 팬인 저는 wrangler로 worker를 사용하는 것부터 edge를 현실적으로 이끌어온 cloudflare를 존경합니다. ethereum과 ipfs같은 domain 서비스와 같이 혁신적인 유동성을 가진 팀과 매번 혁신적기오 http/3와 같은 기술을 선도하여 공유하는 기술블로그 그리고 analytic과 사용성좋은 ux를 보여주는 cloudflare는 진정 고객을 위한 서비스입니다.
저는 언제나 인터넷 플랫폼 인터넷 에코시스템이 세상을 지배할 것이라 믿습니다. cloudflaare가 2009년 설립했을 때도 그랬을 것이고, ChatGPT라는 거대 웹앱이 세상을 뒤흔들고 있는 것을 보면 점차 확신이 강해지고 있습니다. 그러던 중 Rust, Typescrypt, Python, Hadoop에 경험이 있는 저에게 여름 졸업 기간 인턴을 모집하는 것은 아주 fit에 맞았습니다. Engineering 팀에 저의 공학 수학 통계적 지식을 기여할 생각에 기대됩니다.
I've been an ardent fan of Cloudflare since 2018 when I first used it for my domain. My admiration only grew as I explored Cloudflare’s expanding necessary services and open source contributions. Also I leveraged Wrangler for my Workers and experienced how Cloudflare has led the edge computing revolution. Cloudflare’s commitment to innovation, as evidenced by your support for Ethereum and IPFS domain services, alongside leading the charge on technologies like HTTP/3, truly resonates with me. The technical blog posts shared by Cloudflare, coupled with user-friendly UX, affirm my belief that Cloudflare prioritizes customer-centric service.
My belief in the internet ecosystem destined to shape our world has only solidified over time. This belief was present when I first used Cloudflare, and it has been reinforced as I've observed the impact of ChatGPT. Discovering Cloudflare's search for interns skilled in Rust, Typescript, Python, and Hadoop seems like a serendipitous match with my skill set. The prospect of contributing my engineering, mathematics, and statistical knowledge to the Engineering team excites me. I promise that I can give team dynamics as a new 팀원, 마무리멘트
Since 2018, I've been deeply engaged with Cloudflare, initially drawn to it for hosting my domain. My admiration has only grown as I explored Cloudflare's expanding services and open-source contributions. Additionally, I've leveraged Wrangler for my Workers and have seen firsthand how Cloudflare is leading the edge computing revolution. Cloudflare's commitment to innovation, evidenced by its support for Ethereum and IPFS domain services, as well as leading the charge on technologies like HTTP/3, truly resonates with me. The technical blog posts shared by Cloudflare, along with its user-friendly UX, affirm my belief that Cloudflare prioritizes customer-centric service.
My belief in the internet ecosystem destined to shape our world has only solidified over time. This belief was present when I first used Cloudflare, and it has been reinforced as I've observed the impact of ChatGPT. Discovering that Cloudflare is searching for interns skilled in Rust, Typescript, Python, and Hadoop seems like a serendipitous match with my skill set. I am thrilled at the possibility of contributing my engineering, mathematics, and statistical skills to the Cloudflare Engineering team. I am eager to bring fresh dynamics to the team, excited by the prospect of contributing to the forefront of internet innovation.