-
Machine Learning Engineer
Found in: Talent SG 2A C2 - 17 hours ago
BYTEPLUS PTE. LTD. SingaporeRoles & Responsibilities · ByteDance will be prioritizing applicants who have a current right to work in Singapore, and do not require ByteDance's sponsorship of a visa. · Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a ...
-
Machine Learning Engineer
Found in: Talent SG 2A C2 - 1 day ago
MINDEN INTERNATIONAL PTE. LTD. SingaporeRoles & Responsibilities · Who we are. · is a technology venture founded by Temasek in strategic partnership with DFI Retail Group and coalition partners BreadTalk Group, DBS Bank, PAssion Card, Mandai Wildlife Group, Singtel, FoodPanda, GoJek and Great Eastern. We are on a missi ...
-
Machine Learning Engineer
Found in: Talent SG 2A C2 - 3 days ago
PARALLELCHAIN LAB PRIVATE LIMITED SingaporeRoles & Responsibilities · ParallelChain Lab is seeking a rigorous, innovative problem-solver to join the Data Science team. · This is a full-time, on-site position based in Singapore. · Duties · Conduct research and data processing to support fintech application development. · S ...
-
Machine Learning Engineer
Found in: Talent SG C2 - 4 days ago
Upskills Singapur, SingaporeJob Description · We are looking for highly motivated fresh graduates to start a career as a Machine Learning Engineer. We have designed a specific learning program to accelerate the young and talented graduates to enter and start their careers with the aspiration to empowering b ...
-
Machine Learning Engineer
Found in: Talent SG 2A C2 - 17 hours ago
BYTEPLUS PTE. LTD. SingaporeRoles & Responsibilities · Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDa ...
-
Machine Learning Engineer
Found in: Talent SG C2 - 4 days ago
Upskills Singapur, SingaporeWe are looking for highly motivated fresh graduates to start a career as a Machine Learning Engineer. We have designed a specific learning program to accelerate the young and talented graduates to enter and start their careers with the aspiration to empowering breakthrough innova ...
-
Machine Learning Engineer
Found in: Talent SG C2 - 17 hours ago
SHIELD Singapur, Singapore Full timeSHIELD is a device-first risk AI platform that helps digital businesses worldwide eliminate fake accounts and stop all fraudulent activities. SHIELD identifies the root of fraud with the global standard for device identification (SHIELD Device ID) and actionable risk intelligence ...
-
Machine Learning Engineer
Found in: beBee S2 SG - 21 hours ago
Johnson & Johnson Singapore, Singapore Full time· Description: · At Johnson & Johnson, we believe health is everything. Our strength in healthcare innovation empowers us to build a world where complex diseases are prevented, treated, and cured, where treatments are smarter and less invasive, and solutions are personal. Throug ...
-
Machine Learning Engineer
Found in: Talent SG C2 - 1 day ago
TikTok Singapur, SingaporeAbout the team · The team use the most advanced AI technology to combat various risks/violations in TikTok's e-commerce platform, maintain platform security, build a good e-commerce ecosystem, and empower business teams to improve work efficiency. We pursue the ultimate risk dete ...
-
Machine Learning Engineer
Found in: Talent SG C2 - 1 day ago
TikTok Singapur, SingaporeAbout the team · Our team works on large-scale recommendation systems for various offerings under TikTok and its affiliates, focusing on developing recommendation algorithms/models/strategies. We are committed to developing cutting-edge solutions for e-commerce recommendation sys ...
-
Senior Machine Learning Engineer
Found in: Talent SG 2A C2 - 1 day ago
GRABTAXI HOLDINGS PTE. LTD. SingaporeRoles & Responsibilities · Life at Grab · At Grab, every Grabber is guided by The Grab Way, which spells out our mission, how we believe we can achieve it, and our operating principles - the 4Hs: Heart, Hunger, Honour and Humility. These principles guide and help us make decision ...
-
Machine Learning Engineer, Integrations
Found in: Talent SG 2A C2 - 1 day ago
DATATURE PTE. LTD. SingaporeRoles & Responsibilities · About the job · At Datature, we are building a platform for training and deploying machine learning models swiftly without a single line of code. Datature Nexus is an MLOps platform that allows users to label unstructured data and construct complex mach ...
-
Senior Machine Learning Engineer
Found in: Talent SG 2A C2 - 1 day ago
AMAZON WEB SERVICES SINGAPORE PRIVATE LIMITED SingaporeRoles & Responsibilities · Amazon launched the Generative AI (GenAI) Innovation Center (GenAIIC) in Jun 2023 to help AWS customers accelerate enterprise innovation and success with Generative AI ). Customers such as Highspot, Lonely Planet, Ryanair, and Twilio are engaging with t ...
-
Machine Learning Algorithm Engineer
Found in: Talent SG 2A C2 - 3 days ago
ENVIRODYNAMICS SOLUTIONS PTE. LTD. SingaporeRoles & Responsibilities · Job Title: Machine Learning Algorithm Engineer · Position Overview: We are seeking a talented and experienced Machine Learning Algorithm Engineer to join our dynamic team. The ideal candidate will have a strong background in machine learning, statistics ...
-
Machine Learning Algorithm Engineer
Found in: Talent SG 2A C2 - 3 days ago
FOURTH PARADIGM SOUTHEAST ASIA PTE. LTD. SingaporeRoles & Responsibilities · Company Introduction · The Fourth Paradigm is a major player in China's intelligent decision-making market, dedicated to rapidly implementing enterprise-level artificial intelligence on a large scale. We provide technologies, products, and solutions cen ...
-
AI and Machine Learning Engineer
Found in: Talent SG 2A C2 - 5 days ago
HEWLETT PACKARD ENTERPRISE SINGAPORE PTE. LTD. SingaporeRoles & Responsibilities · Hewlett Packard Enterprise is the global edge-to-cloud company advancing the way people live and work. We help companies connect, protect, analyse, and act on their data and applications wherever they live, from edge to cloud, so they can turn insights ...
-
Junior Machine Learning Engineer
Found in: Talent SG 2A C2 - 17 hours ago
UPSKILLS PTE. LTD. SingaporeRoles & Responsibilities · We are looking for highly motivated fresh graduates to start a career as a Machine Learning Engineer. We have designed a specific learning program to accelerate the young and talented graduates to enter and start their careers with the aspiration to emp ...
-
Senior Machine Learning Engineer
Found in: Talent SG C2 - 17 hours ago
SHIELD Singapur, Singapore Full timeSHIELD is a device-first risk intelligence company. We are dedicated to helping organizations worldwide eliminate fake accounts and all malicious activity. Leveraging AI, we identify the root of fraud with the SHIELD Device ID and provide actionable risk intelligence in real time ...
-
Machine Learning Operations Engineer
Found in: Talent SG C2 - 5 hours ago
NCS Singapur, SingaporeAre you a software developer looking to debunk Machine Learning myths? NCS is looking for you to join us as an MLOps engineer, where you will be designing and developing production grade codes catered to operational machine learning workflows. You take joy in ensuring the models ...
-
Machine Learning Engineer, TikTok BRIC
Found in: Talent SG 2A C2 - 1 day ago
TIKTOK PTE. LTD. SingaporeRoles & Responsibilities · 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 U ...
Machine Learning Engineer - Singapore - TIKTOK PTE. LTD.
Description
Roles & ResponsibilitiesTikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok's sponsorship of a visa.
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 works on large-scale recommendation systems for various offerings under TikTok and its affiliates, focusing on developing recommendation algorithms/models/strategies. We are committed to developing cutting-edge solutions for e-commerce recommendation systems.
Responsibilities
Work on recommendation systems, involving contents of various forms ranging from products, short videos to live streams, with each unified recommendation model fulfilling heterogeneous E-commerce scenarios/goals across multiple countries.
Optimize e-commerce recommendation models at massive scales, using deep learning/transfer learning/multi-task learning techniques.
Data mining and analysis to improve the quality of recommended contents.
Conduct research on various topics, which aim to optimize content recommendation circulation, ranging from ensuring diversity and new discovery in recommendation contents, to cold-start problem for new users/items and discovery of high-quality products/live streamers.
Develop innovative and state-of-the-art e-commerce models and algorithms
Support the production of scalable and optimised AI/machine learning (ML) models
Focus on building algorithms for the extraction, transformation and loading of large volumes of realtime, unstructured data to deploy AI/ML solutions from theoretical data science models
Run experiments to test the performance of deployed models, and identifies and resolves bugs that arise in the process
Work in a team setting and apply knowledge in statistics, scripting and programming languages required by the firm.
Work with the relevant software platforms in which the models are deployed
Qualifications
Strong in data structures and algorithms, with excellent problem-solving ability and programming skills
Experience in applied machine learning, familiar with one or more of the algorithms such as Collaborative Filtering, Matrix Factorization, Factorization Machines, Word2vec, Logistic Regression, Gradient Boosting Trees, Deep Neural Networks etc.
Experience in working with main components of recommendation systems(recall, sort, reranking, cold-start problem), with good understanding of mainstream recommendation models used in the industry
Experience in C++ and Python; at least one of the Big Data tools (For eg. Hive sql/Spark/Mapreduce; at least one of the Deep Learning tools(For eg. Tensorflow/Pytorch)
Possess strong communication skills, positive mindset, good teamwork skills, and eagerness to learn/implement new technology and experiment
Preferred Qualifications
Experience in personalized recommendation, online advertising, information retrieval or related fields.
Publications at KDD、NeurIPS、WWW、SIGIR、WSDM、CIKM、ICLR、ICML、IJCAI、AAAI、RecSys and related conferences
Excellent performance in data mining, machine learning, or ACM-ICPC/NOI/IOI competitions
Developed widely-recognized machine learning project(s) on github or personal webpage
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.
Tell employers what skills you haveInformation Retrieval
Machine Learning
Sponsorship
MASSIVE
Logistic Regression
Big Data
Online Advertising
Data Structures
Data Mining
Python
Statistics
Data Science
Teamwork Skills
Github
Circulation
C++