1.4.
2.5.
3.6.
7.
Apply filters 1-6           

          

sg: Machine Learning Engineer - TikTok Search

             
Apr
30
TikTok; Singapore
Optimize the searching quality to provide TikTok's users the best search experience; Combine your understanding of product objectives and take full advantage of modern machine learning, NLP and Multimodal techniques to improve the search ranking algorithms, including query understanding, video under...      Bachelor degree or above in the field of computer science or a related technical discipline; Must have relevant experience in search/recommendation; Proficient coding skills and strong algorithm & data structure using C++/Python/Java; Experience in one or more of the following areas: NLP, Ranki...

us: Machine Learning Engineer - Applied AI

             
Apr
26
TikTok; San Jose, California, United States
Model optimization: collaborate with data scientists to improve existing machine learning model training and evaluation pipelines, optimize the model training pipeline speed for faster iteration; Model Deployment: optimize the model inferencing performance through quantization and model conversion...      BS or above in Computer Science, Software Engineering, Data Science, or a related field; 2 years of industry experience building ML infrastructure at scale; 1 year of experience in developing and deploying large-scale systems, version control, scaling and monitoring; Experience in Machine Learning f...

us: Software Engineer, Machine Learning

             
Apr
26
TikTok; United States
Participate in the construction of a multi-party joint modeling and data analysis platform; Work with product teams to understand key privacy requirements from TikTok product family and convert research outcomes into technical solutions and product prototypes; Work with research teams for complex ex...      PhD or Master's degree in Computer Science or a related field; Familiar with federated learning/distributed machine learning algorithms and experienced in federated learning frameworks and applications development; Familiar with machine learning and deep learning frameworks, like TensorFlow, Pytorch...

sg: Machine Learning Engineer, TikTok BRIC

             
Apr
24
TikTok; Singapore
Build machine learning solutions to respond to and mitigate business risks in ByteDance products/platforms. Such risks include and are not limited to abusive accounts, fake engagements, spammy redirection, scraping, fraud, etc; Improve modeling infrastructures, labels, features and algorithms toward...      Master or above degree in computer science, statistics, or other relevant, machine-learning-heavy majors; Solid engineering skills. Proficiency in at least two of: Linux, Hadoop, Hive, Spark, Storm; Strong machine learning background. Proficiency or publications in modern machine learning theories ...

sg: Research Scientist (Machine Learning Training Systems), TikTok Applied Machine Learning

             
Apr
24
TikTok; Singapore
Research and develop our machine learning systems, including heterogeneous computing architecture, management, scheduling, and monitoring; Manage cross-layer optimisation of system and AI algorithms and hardware for machine learning (GPU, ASIC); Implement both general purpose training framework feat...      Bachelor or above degree in distributed, parallel computing principles and know the recent advances in computing, storage, networking, and hardware technologies; Familiar with machine learning algorithms, platforms and frameworks such as PyTorch and Jax; Have basic understanding of how GPU and/or AS...

sg: Machine Learning Engineer, Core Feed Recommendation

             
Apr
24
TikTok; Singapore
Implement machine learning algorithms at large scales to optimize and improve new user acquisition efficiency, and leverage acquisition signals to improve new user retention across all ranking phases including but not limited to retrieval, ranking, re-ranking and etc; Work cross functionally with pr...      Hands-on experience in one or more of the areas: recommender systems, machine learning, deep learning, pattern recognition, data mining, computer vision, NLP, causal inference, content understanding or multimodal machine learning; Strong programming skills in Python and/or C/C++, and a deep underst...

sg: Machine Learning Engineer - Trust and Safety Platform

             
Apr
22
TikTok; Singapore
Build industry-leading content safety systems for TikTok; Develop highly-scalable classifiers, tools, models and algorithms leveraging cutting-edge machine learning, computer vision and data mining technologies; Understand product objectives and improve trust and safety strategy and model's performa...      Major in computer science or a related technical discipline; At least 3 years of experience in at least one of the following areas: machine learning, pattern recognition, NLP, data mining, or computer vision; Experience in the recommendation, search, advertising, or other related projects; Publishe...

sg: Machine Learning Engineer (Global Recommendation)

             
Apr
21
TikTok; Singapore
Responsible for the design and implementation of a global-scale machine learning system for feeds, ads and search ranking models; Responsible for improving use-ability and flexibility of the machine learning infrastructure; Responsible for improving the workflow of model training and serving, data p...      B. Sc or higher degree in Computer Science or related fields from accredited and reputable institutions; Proficient in C/C++/Python, and have solid programming skills; Familiar with deep learning frameworks (TensorFlow/Pytorch); Experience in developing and deploying large-scale systems

sg: Machine Learning Engineer

             
Apr
20
TikTok; Singapore
Responsible for the design and implementation of a global-scale machine learning system for feeds, ads and search ranking models; Responsible for improving use-ability and flexibility of the machine learning infrastructure; Responsible for improving the workflow of model training and serving, data p...      B. Sc or higher degree in Computer Science or related fields from accredited and reputable institutions; Proficient in C/C++/Python, and have solid programming skills; Familiar with deep learning frameworks (TensorFlow/Pytorch); Experience in developing and deploying large-scale systems

us: Machine Learning Engineer - Machine Learning Infrastructure

             
Apr
19
TikTok; United States
Responsible for the design and implementation of a global-scale machine learning system for feeds, ads and search ranking models; Responsible for improving use-ability and flexibility of the machine learning infrastructure; Responsible for improving the workflow of model training and serving, data p...      Proficient in at least one programming language such as Go/Python in Linux environment, with excellent coding skills; Familiar with open source distributed scheduling/orchestration/storage frameworks, such as Kubernetes (K8S), Yarn (Flink, MapReduce), Mesos, Celery, HDFS, Redis, S3, etc., with rich ...

sg: Data Scientist - Trust and Safety

             
Apr
17
TikTok; Singapore
Improve the trust and safety strategy of live/video service by various strategies Perform deep dive analysis into specific problem spaces by attribution analysis, provide knowledge that will guide strategy in algo model improvement Work with vast amounts of data and convert insights into intuitive, ...      Bachelor's degree in Computer Science, Statistics, Data Science, Operations Research or a related field. An advanced degree (Master's, PhD) is preferred; Excellent ability to analyze and solve problems, full of passion for solving challenging problems; Proficient in Python, Pandas, Scikit-learn, SQL...

sg: Machine Learning Engineer, TikTok Machine Learning Infrastructure

             
Apr
11
TikTok; Singapore
Responsible for the design and implementation of a global-scale machine learning system for feeds, ads and search ranking models; Responsible for improving use-ability and flexibility of the machine learning infrastructure; Responsible for improving the workflow of model training and serving, data p...      B. Sc or higher degree in Computer Science or related fields from accredited and reputable institutions; Proficient in C/C++/Python, and have solid programming skills; Familiar with deep learning frameworks (TensorFlow/Pytorch); Experience in developing and deploying large-scale systems
acad.jobs AG