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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...

sg: Principal Algorithm Engineer, Trust and Safety

             
Apr
28
ByteDance; Singapore
Conduct offline and online experiments, analyze according data and evaluate to improve algorithms and strategies; Responsible for the research and development of cutting-edge machine learning technology, application of visual, speech, audio and text recognition post-processing technology to products...      Bachelor's degree in Computer Science or equivalent with 5+ years of experience; Familiar with large-scale language modeling algorithms (N-gram, nnlm); Familiar with decoding engine optimization, with experience in WFST composition and optimization; Familiar with decoding algorithms under the end-to...

sg: R&D Engineer

             
Apr
26
Sulzer AG; Singapore
Setting up, operating and maintaining pilot plant equipment related to the company's separation process technology Collaborating on cross functional teams to conduct experimental runs while maintaining a safe working environment Utilizing strong mechanical aptitude and problem-solving skills Ability...      Diploma/Degree in Chemical engineering, Biochemical engineering, Environmental engineering or related fields; 5 to 7 years of experience in industrial plant, pharmaceutical, petrochemical or flavor and fragrance process environment; Knowledge of separation processes such as distillation, Liquid-Liqu...

sg: Machine Learning Engineer

             
Apr
26
ByteDance; Singapore
Build industry leading recommendation system for customers; Understand machine learning techniques and business objectives, end-to-end own recommendation system and responsible for performance, improve recommendation models and strategies; Conduct cutting-edge research in machine learning algorithms...      Bachelor's degree or above majoring in Computer Science, or related fields, with 3+ years of experience building scalable system; Experience in one or more of the following areas: machine learning, recommendation systems, data mining or other related areas

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 (Compliance) - Global Payments

             
Apr
24
ByteDance; Singapore
Understand each business line and payment scenarios well, design Red Flags to monitor potential compliance risk scenarios; Optimize and iterate compliance strategy standardly, systematically, timely and proactively; Design and develop machine learning algorithms to detect suspicious transactions and...      Bachelor and above with majors in computer science, computer engineering, statistics, applied mathematics, data science or other related disciplines; 2 years and above relevant experience, with solid experience with data structures and algorithms; Familiar with at least one framework of TensorFlow/P...

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

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

sg: Software Engineer, Machine Learning

             
Apr
09
Meta; Singapore
Leading projects or small teams of people to help them unblock, advocating for ML excellence; Code deliverables in tandem with the engineering team; Understand industry & company-wide trends to help assess & develop new technologies; Suggest, collect and synthesize requirements and create ef...      Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience; 5+ years of experience with developing machine learning models at scale; 5+ years of experience in one or more of the following areas: machine learning, recommendation systems,...

sg: Pricing Actuary

             
Apr
09
General Reinsurance (Gen Re); Singapore
Project manage Gen Re’s CI Data Insights study in selected markets in Asia, ensuring timely completion of the study and that survey results are valuable and relevant to the participating companies and Gen Re; Presenting and communicating survey results to internal and external stakeholders effecti...      Relevant qualification with at least 5 years work experience in a life insurance or reinsurance company, preferably in pricing; Sound knowledge of Asian life insurance markets and in at least one risk product such as Critical Illness or Health; Actuarial designation (FIA, FSA, FCAS, etc.) is preferr...

sg: Software Engineer (Bioinformatics)

             
Apr
09
Illumina, Inc.; Singapore
Work independently in cross-functional teams to lead the testing effort for data analysis software; Partner with software, bioinformatics developers and domain experts in designing, performing, and improving verification tests; Design and Implement automated software verification framework and scrip...      Experience developing software applications utilizing a high level language such as Python, Java, C# or C++ required; Strong software engineering fundamentals: OOP, data structures, SOLID principles, unit testing, TDD, SQL; Bachelor/Masters/PhD in Bioinformatics, Computer Science, Computer Engineer...

sg: Research Assistant (Quantitative)

             
Apr
06
National University of Singapore (NUS); Singapore
Disease modelling; Statistical analyses; Academic writing and publication of results; Preparation of meeting materials for stakeholders      Completed a BSc in a quantitative discipline (statistics, mathematics, computational biology, data science); Strong programming skills (R preferred); Statistical competence (Bayesian is advantageous)

hk, sg: Quantitative Research - Intern (Asia)

             
Apr
03
Citadel; Hong Kong, Singapore
Conceptualize valuation strategies, develop and continuously improve upon mathematical models, and help translate algorithms into code; Back test and implement trading models and signals in a live trading environment; Use unconventional data sources to drive innovation; Conduct research and statisti...      Bachelors, Masters or PhD degree in Mathematics, Statistics, Physics, Computer Science, or another highly quantitative field; Strong knowledge of probability and statistics (e.g., machine learning, time-series analysis, pattern recognition, NLP); Prior experience working in a data driven research en...
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