Algorithm Engineer
4 weeks ago
TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.
Why Join Us
Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.
Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.
To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.
At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.
Join us.
About the team
Our team is responsible for developing next-generation chatbot and machine translation solutions to improve the TikTok Shopping experience across the world. We are currently looking for talented engineers that have a deep understanding of natural language processing and machine learning, especially ones with solid skills and experience of large language models, machine translation, and conversational AI.
Responsibilities
- You will be responsible for developing and optimizing the intelligent customer service of TikTok shopping. This role will work closely with our product and operation teams to understand the intentions of our users, design solutions of experience excellence, and convey these solutions to our users conversationally, with the support of cutting-edge LLMs technology. You will have the chance to develop NLP models (like text classification, machine reading, summarization) and prediction models (like question prediction and chatbot action prediction) to achieve the above goals.
- You will be responsible for developing and optimizing the machine translation service of TikTok shopping to better support cross-region product listing, buyer-seller communication, and commenting. You will have the chance to develop machine translation models for the conversational environment and text generation models from multi-modality inputs.
- You will be responsible for developing and optimizing the multi-modal AIGC model for product copywriting, including product title, selling points, description and live broadcast script creation etc. You will have the chance to apply cutting edge AIGC models to save human effort and improve business performance.
About the job
Responsible for the NLP-related research and development, mainly including:
- Building the intent classifier in a full-stack manner by designing taxonomy, creating and managing high quality labeled data, training the best performed machine learning model (like Bert, GPT), and monitoring the online performance of the model.
- Building the prediction model by mapping the shopping journey of our users to chatbot actions, including suggesting common question-answers and transferring the user to human agent, with cutting-edge prediction models (like Boosting, deep CTR).
- Building the generation model by understanding business requests, exploring proper instructions, developing high-quality data, and finetuning a language model of billions of parameters (e.g., 13B, 60B).
- Working closely with our product and operation teams to quantitatively understand the impact of our chatbot and continuously bridge the business improvement action to model optimization action.
Qualifications
Requirements
- Bachelor and above with majors in computer science, computer engineering, statistics, applied mathematics, data science or other related disciplines.
- At least 3 years of work experience in the related field
- Large language models, natural language generation, machine translation, question answering, machine reading, information extraction, text mining and classification etc.
- Work experience in e-commerce or the Internet industry is preferred.
- Practical experience in NLP (dialogue system, machine translation, nlp-related projects in IR/Ads system, etc.) are preferred.
- Familiar with at least one computer programming language, including but not limited to go/python/Java.
- Experience of big data development, including but not limited to hive, spark
- Candidates who have published high-quality papers are preferred, including but not limited to ACL, EMNLP, COLING, AAAI, IEEE TASLP, etc.
TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.
TikTok is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at [redacted].
-
Staff Algorithm Engineer
3 weeks ago
Seattle, Washington, United States TikTok Full timeStaff Algorithm Engineer (Multiple Positions)SeattleRegularR&DJob ID: A149399ResponsibilitiesAbout TikTokTikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin,...
-
Seattle, Washington, United States Amazon Full timePosition: Senior Data Scientist, Featured Merchant Algorithm (FMA)Job Overview:Are you passionate about enhancing the shopping experience for millions of customers worldwide? Do you thrive on tackling complex challenges that merge business insights with scientific and engineering principles? Join our team, and you will play a pivotal role in guiding Amazon...
-
Seattle, Washington, United States Amazon Full timePosition: Senior Data Scientist, Featured Merchant Algorithm (FMA)Overview:Are you passionate about enhancing the shopping experience for millions of customers? Do you thrive on tackling complex challenges that merge business acumen with scientific inquiry? Join our team and contribute to the development of innovative solutions that empower shoppers to make...
-
NLP Algorithm Engineer/ Sofware Engineer-NLP
3 months ago
Seattle, United States HireIO Inc Full timeAt HirelO, we inspire opportunities and create meaningful lives through workforce solutions. As a leading recruitment company, we specialize in candidate sourcing, screening, interviewing, to simplify the hiring process for businesses of all sizes and industries. We believe in the power of diversity and skillful workforces, and we strive to provide...
-
NLP Algorithm Engineer/ Sofware Engineer-NLP
3 months ago
Seattle, United States Hireio, Inc. Full timeJob DescriptionJob DescriptionAt HirelO, we inspire opportunities and create meaningful lives through workforce solutions. As a leading recruitment company, we specialize in candidate sourcing, screening, interviewing, to simplify the hiring process for businesses of all sizes and industries. We believe in the power of diversity and skillful workforces, and...
-
NLP Algorithm Engineer/ Sofware Engineer-NLP
3 weeks ago
Seattle, United States Hireio, Inc. Full timeJob DescriptionJob DescriptionAt HirelO, we inspire opportunities and create meaningful lives through workforce solutions. As a leading recruitment company, we specialize in candidate sourcing, screening, interviewing, to simplify the hiring process for businesses of all sizes and industries. We believe in the power of diversity and skillful workforces, and...
-
Seattle, United States Tik Tok Full timeResponsibilities TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Mumbai, Singapore, Jakarta, Seoul and Tokyo. Why Join Us At TikTok, our people are humble, intelligent, compassionate and creative. We...
-
Data Engineer
3 months ago
Seattle, United States Resource Informatics Group Inc Full timeJob DescriptionJob DescriptionResponsibilities: 1. Work in big data. Take existing solutions, optimize and build high-performance algorithms. Scale algorithms on terabytes of data. Improve time complexity and space complexity of data pre-processing. Recommend ways to improve data reliability, efficiency and quality.2. Process structured and unstructured...
-
R&D Engineer II
5 days ago
Seattle, Washington, United States Ansys Full timeAbout the RoleWe are seeking a highly skilled R&D Engineer II to join our team at Ansys, where you will contribute to the development of software products and supporting systems. As part of our Office of CTO, you will be researching and developing techniques to accelerate quantum computing workloads relevant to Ansys.Key ResponsibilitiesResearch and develop...
-
Software Development Engineer
3 weeks ago
Seattle, Washington, United States Amazon Full timeAmazon's Search Marketing team is building the Internet's largest-scale search marketing system. The team is responsible for a scaled, high availability system, and the algorithms that automatically generate, target, measure, and optimize tens of millions of search engine ad placements. The ad placements include Text ads and Product image based Shopping Ads....
-
iOS Robotics Software Engineering Manager
4 weeks ago
Seattle, United States Apple, Inc. Full timeJoin our iOS Robotics team as an Engineering Leader and take on the mission of making iOS the best Robotics development platform. Our team delivered DockKit and Motorized Camera stands recently, and we are looking to expand the team in the intersection of Robotics Accessories, Algorithms, experience and consumer products and experiences. You will be leading...
-
iOS Robotics Software Engineering Manager
4 weeks ago
Seattle, Washington, United States Apple, Inc. Full timeJoin our iOS Robotics team as an Engineering Leader and take on the mission of making iOS the best Robotics development platform. Our team delivered DockKit and Motorized Camera stands recently, and we are looking to expand the team in the intersection of Robotics Accessories, Algorithms, experience and consumer products and experiences. You will be leading...
-
3D Rendering Engineer
4 days ago
Seattle, Washington, United States Snap Inc. Full timeAbout Snap Inc.Snap Inc. is a technology company that believes the camera presents the greatest opportunity to improve the way people live and communicate. We contribute to human progress by empowering people to express themselves, live in the moment, learn about the world, and have fun together.Our ProductsWe have three core products: Snapchat, an augmented...
-
engineer sr
3 months ago
Seattle, United States Saxon Global Full timeJob Title: Sr Software Engineer (Python) Duration: 1 year (Possible Extension Location: Hybrid (Onsite in Seattle 3 days per week) Job Description: Independently design and develop programs and tools to support data pipelines including ingestion, curation, and provisioning of data for analytics, reporting and data science. Deliver key, complex business...
-
3D Graphics C++ Engineer
1 week ago
Seattle, Washington, United States Snap Inc. Full timeCompany Overview: Snap Inc. is a pioneering technology firm dedicated to enhancing the way individuals connect and communicate through innovative camera technology. Our mission is to empower users to express themselves, explore the world, and enjoy shared experiences. Our primary offerings include a visual messaging application, an augmented reality...
-
Junior Machine Learning Engineer
3 weeks ago
Seattle, Washington, United States Remotely Inc Full timeThis is a remote position. Machine Learning EngineerJoin our team and be a part of shaping the future of technology. This job posting aims to create a pool of talented individuals for potential upcoming opportunities. We will assess your skills and experience for both current and future needs. If there is a match, we will reach out to you directly. Please...
-
Astrodynamics Software Engineer
1 week ago
Seattle, Washington, United States Amazon Full timeJob Overview:As a pivotal member of our team, you will contribute to the development and maintenance of sophisticated algorithms and software services that underpin one of the largest satellite networks globally. About Project Kuiper:Project Kuiper is dedicated to enhancing global internet connectivity through a constellation of satellites positioned in low...
-
Senior Language Model Engineer
3 days ago
Seattle, Washington, United States Hireio, Inc. Full timeJob OverviewLocation: Remote opportunities availableLanguage: Bilingual candidates preferredKey Responsibilities1. Demonstrate exceptional programming skills, particularly in C/C++ or Python, with a strong foundation in data structures and algorithms. Candidates with accolades from competitions such as ACM/ICPC, NOI/IOI, Top Coder, or Kaggle are highly...
-
Software Engineer-Graphics
1 month ago
Seattle, United States HireIO Inc Full timeResponsibilities 1. Be responsible for developing new interactive experiences from prototypes to product release. 2. Develop the latest state of art AR graphics rendering technology 3. Work closely with AI researchers to integrate cutting edge new AR/AI algorithms. 4. Collaborate with tools team engineers to improve the capabilities of effect creation tools...
-
Seattle, Washington, United States TikTok Full timeAbout the RoleWe are seeking a highly skilled Machine Learning Engineer to join our E-commerce Search team at TikTok. As a key member of our team, you will be responsible for designing and building large-scale machine learning algorithms to optimize e-commerce search engines.Key ResponsibilitiesDesign and develop machine learning solutions to improve the...
