Algorithm Engineer

2 weeks ago

Singapore TikTok Full time

Responsible for the risk identification model related to the text content (such as product description, picture text, oral broadcast description, etc.) in the e-commerce scene
- Responsible for product/short video/live comments, reports and other public opinion content risk mining algorithm, improve the platform governance effect
- Build an industry-leading content recognition method, and build a cross-domain and multi-dimensional recognition strategy for text content with adversarial behavior
- Solid foundation of NLP algorithm, in-depth understanding and practical experience in text classification, similarity matching, dialogue question and answer, machine translation, sequence tagging, Knowledge Graph, intention understanding, word meaning disambiguation and other fields
- Familiar with commonly used machine learning and deep learning algorithms, understand the basic network model structure (DNN/LSTM/CNN, etc.) and text representation methods (LDA/Word2Vec/ELMo/GPT/BERT, etc.), and have practical experience in deep learning training and reasoning model tuning
- Strong hands-on ability, proficient in using at least one mainstream deep learning framework (TensorFlow/PyTorch/Caffe/MXNet), and understanding of distributed training, distillation acceleration and other implementation methods
- Excellent problem analysis and problem solving skills, have certain processing methods and optimization experience on domain migration, small sample construction, text mining, unsupervised/semi-supervised and other issues
- Master basic big data related components (Hadoop/Spark/Hive/Flink), and have experience in large-scale text data processing and cleaning
- Familiar with Linux development environment, proficient in C++ /go/python at least one programming language, and solid foundation in algorithms and data structures
- Good sense of teamwork and communication skills, practical experience in relevant business scenarios is preferred
- Published papers in high-level computer science conferences (ACL, EMNLP, NIPS, AAAI, etc.) or have competition experience are preferred

  • Algorithm Engineer

    2 weeks ago

    Singapore OMNIVISION Full time

    (Sr./Staff) Algorithm Engineer (Image Processing) Join to apply for the (Sr./Staff) Algorithm Engineer (Image Processing) role at OMNIVISION . Responsibilities Develop image/video processing algorithms for camera-related applications. Expand existing solutions to new levels of functionality, quality, and performance. Assist other teams with algorithm...

  • Algorithm Engineer

    5 days ago

    Singapore OMNIVISION Full time

    (Sr./Staff) Algorithm Engineer (Image Processing) Join to apply for the (Sr./Staff) Algorithm Engineer (Image Processing) role at OMNIVISION . Responsibilities Develop image/video processing algorithms for camera-related applications. Expand existing solutions to new levels of functionality, quality, and performance. Assist other teams with...

  • Algorithm Engineer

    1 day ago

    Singapore ANTCHAIN TECHNOLOGY PTE. LTD. Full time

    **Responsibilities**: - Responsible for the algorithm research and development, delivery, and customer support for ZOLOZ, the overseas business of Ant Group's security technology. - Design algorithmic solutions for security scenarios targeting overseas customers, including task breakdown and the development of algorithm modules. - Closely collaborate with...

  • Algorithm Engineer

    4 days ago

    Singapore WELEAD SOLUTIONS PRIVATE LIMITED Full time

    Invovlement of testing, verification and algorithm implementation with other teams - Improve current solutions in term of functionality, quality, and performance. - Take charge of algorithm documentation - Responsible to drive the productization of the hardware. - Also will work with external researchers on others project. **Requirements**: - Bachelor/...

  • Algorithm Engineer

    5 days ago

    Singapore SEARCH STAFFING SERVICES PTE. LTD. Full time

    We are currently working with a startup client from the gaming industry; looking for an Algorithm Engineerwith relevant experience to join them. **Algorithm Engineer **Responsibilities**: **Requirements**: - Bachelor's degree or higher in Computer Vision, AI, or related fields with a background in computer vision research or familiarity with the...

  • Algorithm Engineer

    1 day ago

    Singapore TALENT TRADER GROUP PTE. LTD. Full time

    Roles & ResponsibilitiesResponsibilities:Design, implement and refine complex algorithms and data structures to enhance the efficiency and accuracy of Talent Trader's trading strategies Analyse and optimise existing algorithms to improve performance and scalability Collaborate with cross-functional teams to integrate algorithmic solutions into the...

  • Algorithm Engineer

    2 weeks ago

    Singapore Legougames Full time

    • Build and maintain algorithms for game R&D and operations, including data mining, feature engineering, model training, optimization, and validation. • Apply LLMs to automate and improve development workflows. • Develop models for anti-cheat/fraud detection, recommendation, and other classification tasks. • Coordinate with Chengdu Algorithm Team...

  • Algorithm Engineer

    4 days ago

    Singapore NodeFlair Full time

    **Job Summary**: **Job Type** Permanent **Seniority** **Years of Experience** Information not provided **Tech Stacks** C++ MATLAB OOP C Python - The job focuses on the development of image and signal processing algorithms for the next generations of optical inspection and metrology systems. The responsibilities of this position covers the entire life...

  • Algorithm Engineer

    2 weeks ago

    Singapore KLA Full time $150,000 - $200,000 per year

    Company OverviewKLA is a global leader in diversified electronics for the semiconductor manufacturing ecosystem. Virtually every electronic device in the world is produced using our technologies. No laptop, smartphone, wearable device, voice-controlled gadget, flexible screen, VR device or smart car would have made it into your hands without us. KLA invents...

  • Algorithm Engineer

    4 days ago

    Singapore Bjak Full time

    **Design Algorithms That Power Smarter, Faster, Fairer Financial Systems** At **BJAK**, we’re on a mission to simplify financial services through intelligent, scalable systems that reach millions across Southeast Asia. As an **Algorithm Engineer**, you’ll design the core logic behind everything from personalization and optimization to fraud detection...