Machine Learning Engineer, NLP
1 week 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, Mumbai, 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.
Our team is responsible for developing state-of-the-art NLP/ML algorithms and strategies to improve user consumption experience, inspire merchants' service quality and revenue, and build a fair and flourishing ecosystem on our E-commerce Platform. More specifically, our team is responsible for the algorithms of Product Knowledge Graphs under TikTok's global e-commerce business.
What you will do:
• Participate in the development of massive knowledge graphs of real-world products to support feed ranking, recommendations, and ads.
• Collaborate with product managers, data scientists, and the product strategy & operation team to define product strategies and features.
Responsibilities:
• Knowledge graph construction, including product/content/feedback understanding and category/brand/SPU construction.
• Construct knowledge graphs of buyers and products.
Qualifications
Minimum Qualifications:
• Bachelor's degree in Computer Science or related technical field
• 3+ working experience in one of the following fields: machine learning, NLP, and computer vision
• Experience with software development in at least one of the following programming languages: C++, Python, Go, Java
• Good sense of teamwork and communication skills, practical experience in relevant business scenarios is preferred.
Preferred Qualifications:
• Proficient in using at least one mainstream deep learning frameworks such as TensorFlow/PyTorch, understanding distributed training, distillation acceleration, and other implementation methods.
• Experience in text classification, text matching, sequence labeling, knowledge graph.
• Aware of certain processing methods and optimization experience on domain adaptation, small sample construction, text mining, unsupervised/semi-supervised and other similar issues.
• Familiar with commonly used machine learning and deep learning algorithms, understand basic network model structure (DNN/LSTM/CNN, etc.) and text representation methods (LDA/Word2Vec/ELMo/GPT/BERT, etc.), have practical experience in deep learning training and reasoning model tuning.
• Experience in large-scale text data processing or cleaning (Such as using Hadoop/Spark/Hive/Flink).
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].
-
Software Engineer, Machine Learning
3 days ago
San Francisco, United States NLP PEOPLE Full timeSurveyMonkey is the world’s leading provider of web-based survey solutions, but there’s really much more to us than that. We’re a smart, passionate group of people who work hard to deliver the best survey experience on the planet, period. We do this because we believe everyone deserves easy access to the insights and information they need to make...
-
Senior NLP and Machine Learning Engineer
7 days ago
San Jose, California, United States 3Mkllc-Softwaresolutions Full timeData Scientist with Machine Learning and NLP3Mk Software Solutions is a leading provider of software services and IT staffing solutions, specializing in outsourcing and complex implementation services for businesses across various industries. With a strong focus on software development and web designing, our team of experts is dedicated to delivering...
-
Machine Learning Scientist
1 week ago
San Jose, United States NLP PEOPLE Full timeBeepi is the fastest growing marketplace to buy and sell cars 100% online. Beepi makes the process simple, trustworthy and, dare we say it, fun. Gone are the days of haggling with the used car salesman on the lot. Instead, after cars pass our comprehensive 185-point inspection, our algorithm determines the pricing. We take care of all of the paperwork and...
-
Head of Machine Learning Engineering
3 days ago
San Francisco, CA, United States NLP PEOPLE Full timeTwilio is looking for a leader, innovator, and team builder in applied Machine Learning who will invent new ways for Machine Learning to improve and power the next generation of communication products. You will lead teams in natural language processing, speech recognition, dialog management, and general machine learning with a focus on high availability,...
-
Data Scientist with Machine Learning and NLP
4 days ago
San Jose, United States 3Mkllc-Softwaresolutions Full timeData Scientist with Machine Learning and NLP 3MK Software Solutions is the leading software service solutions provider and IT Staffing Supplier company, outsourcing and complex implementation services for the business across different functional areas and technologies with a core focus on software development and web designing development and GIS Software...
-
Data Scientist with Machine Learning and NLP
4 weeks ago
San Jose, United States 3Mkllc-Softwaresolutions Full timeData Scientist with Machine Learning and NLP3MK Software Solutions is the leading software service solutions provider and IT Staffing Supplier company, outsourcing and complex implementation services for the business across different functional areas and technologies with a core focus on software development and web designing development and GIS Software...
-
Machine Learning Engineer
1 week ago
San Jose, 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, Singapore, Jakarta, Seoul and Tokyo. Why Join Us Creation is the core of TikTok's purpose. Our platform is built to help imaginations...
-
Senior Machine Learning Engineer
4 days ago
San Jose, United States ZipRecruiter Full timeJob Description The Search Ads team constantly pushes the boundaries of general search engine monetization across multiple apps within our ecosystem, building a globally leading Search Ads monetization system. At the Search Ads team, you will have the chance to work on large-scale distributed storage and architecture, NLP, Rank, and IR related problems. You...
-
Senior Machine Learning Engineer
1 month ago
San Jose, United States HireIO Inc Full timeThe Search Ads team constantly pushes the boundaries of general search engine monetization across multiple apps within our ecosystem, building a globally leading Search Ads monetization system. At the Search Ads team, you will have the chance to work on large-scale distributed storage and architecture, NLP, Rank, and IR related problems. You will be also...
-
Senior Machine Learning Engineer
1 week ago
San Jose, United States HireIO Inc Full timeThe Brand Ads Team builds technologies that unlock business growth potential. This team owns several ads products: reservation ads, auction ads, and innovative content ads that enables advertisers and users to foster more awareness of their brand to attain their business goals. We work on the end-to-end ads delivery tech stack, including ads bidding,...
-
San Jose, California, United States Hireio, Inc. Full timeJob Title: Machine Learning and AI EngineerDescription:We are seeking a highly skilled Machine Learning and AI Engineer to join our team at Hireio, Inc. In this role, you will be responsible for exploring and developing large-scale language models and optimizing enterprise applications.Key Responsibilities:1. Large-Scale Model Development:Design, develop,...
-
Machine Learning Scientist
2 days ago
San Francisco, CA, United States NLP PEOPLE Full timeBeepi is the fastest growing marketplace to buy and sell cars 100% online. Beepi makes the process simple, trustworthy and, dare we say it, fun. Gone are the days of haggling with the used car salesman on the lot. Instead, after cars pass our comprehensive 185-point inspection, our algorithm determines the pricing. We take care of all of the paperwork and...
-
Engineering Manager, Machine Learning
2 weeks ago
San Jose, United States ZipRecruiter Full timeJob Description• Lead the team to design, build, and optimize e-commerce governance algorithm pipeline using NLP/CV/ML to detect and control risks in contents/creators/products/sellers in global markets.• Build, expand, and manage the global e-commerce governance algorithm team from scratch.• Collaborate with strategy team, product managers, policy...
-
Machine Learning Engineer, Security AI
4 weeks ago
San Jose, United States Cisco Systems, Inc. Full timeApplication window is expected to close on November 15, 2024. Who We Are The Cisco Security AI team delivers AI products and platform for all Cisco Secure products and portfolios so businesses around the world can defend against threats and safeguard the most vital aspects of their business with security resilience. We are passionate about making our...
-
Machine Learning Engineer, Security AI
1 week ago
San Jose, United States Cisco Full timeApplication window is expected to close on December 6th, 2024. Who We Are The Cisco Security AI team delivers AI products and platform for all Cisco Secure products and portfolios so businesses around the world can defend against threats and safeguard the most vital aspects of their business with security resilience. We are passionate about making our...
-
Machine Learning Engineer, Security AI
4 weeks ago
San Jose, United States Cisco Systems, Inc. Full timeApplication window is expected to close on November 15, 2024.Who We AreThe Cisco Security AI team delivers AI products and platform for all Cisco Secure products and portfolios so businesses around the world can defend against threats and safeguard the most vital aspects of their business with security resilience. We are passionate about making our customers...
-
Tech Lead Machine Learning Engineer
1 week ago
San Jose, United States HireIO Inc Full timeThe Brand Ads Team builds technologies that unlock business growth potential. This team owns several ads products: reservation ads, auction ads, and innovative content ads that enables advertisers and users to foster more awareness of their brand to attain their business goals. We work on the end-to-end ads delivery tech stack, including ads bidding,...
-
Machine Learning Engineer, Security AI
7 days ago
San Jose, United States Cisco Full timeApplication window is expected to close on November 22, 2024. Who We Are The Cisco Security AI team delivers AI products and platform for all Cisco Secure products and portfolios so businesses around the world can defend against threats and safeguard the most vital aspects of their business with security resilience. We are passionate about making our...
-
Engineering Manager
2 weeks ago
San Jose, United States Glocomms Full timeEngineering Manager - Machine Learning Are you a passionate leader in the field of machine learning, ready to drive innovation and lead a dynamic team? We are seeking an Engineering Manager specializing in Machine Learning Models to join our tech-forward company located at the heart of technology's future developments - Culver City. This permanent position...
-
Tech Lead Machine Learning Engineer
1 month ago
San Jose, United States HireIO Inc Full timeThe Brand Ads Team builds technologies that unlock business growth potential. This team owns several ads products: reservation ads, auction ads, and innovative content ads that enables advertisers and users to foster more awareness of their brand to attain their business goals. We work on the end-to-end ads delivery tech stack, including ads bidding,...
