Machine Learning Researcher Taiwan

17 hours ago


Singapore Kronos Research Full time

We are seeking an experienced
Machine Learning Researcher
to join our research team. This role requires expertise in designing and deploying deep learning models within high-performance, low-latency trading systems. You will be working on developing robust, scalable models and integrating them into our trading infrastructure.
Responsibilities
Data Analysis & Preprocessing:
Understand and preprocess orderbook data.
Deep Learning Model Design:
Design models for time-series and orderbook data (Transformers, RNNs, CNNs, Attention).
Scalable Training Implementation:
Implement parallelized data loading pipelines.
Feature Engineering:
Develop and optimize orderbook features using C++.
Production Integration:
Deploy models into real-time, low-latency systems.
Requirements
Background in machine learning or quantitative research, preferably related to financial markets.
Experience deploying ML models in real-time, low latency environments is a plus.
Familiarity with optimizing model latency and inference speed (e.g., KV caching, quantization, pruning) is advantageous.
Open to both experienced candidates and highly motivated fresh graduates.
Technical Skills
Programming Languages:
Python, C++, Jax/PyTorch.
Model Optimization:
Optimizing models for high-performance trading systems.
Analytical & Communication Skills
Strong mathematical and statistical background (probability theory, linear algebra, calculus).
Ability to articulate complex technical concepts.
Passion for applying machine learning to quantitative finance.
Drive to continuously improve models.
#J-18808-Ljbffr


  • Research Fellow

    1 week ago


    Central Singapore Emprego SG Full time

    **Location** Singapore, Central Singapore **Job Type** Permanent **Date Posted** 1 hour ago Additional Details **Job ID** 10351 **Job Views** 2 **Job Description**: We are looking for a Research Fellow to participate in a new project entitled “Toward Trustable Model-centric Sharing for Collaborative Machine Learning” at the Institute of Data...

  • Research Engineer

    2 weeks ago


    Singapore Tan Tock Seng Hospital Full time

    -Family Group: Administration **About the job** **Job Title**:Research Engineer (Machine Learning / Deep Learning) **Roles & Responsibilities** - Design and develop ML systems: Create scalable machine learning systems tailored to clinical problems. - Adapt standard machine learning methods to optimally utilize modern parallel environments (e.g....

  • Research Fellow

    5 days ago


    Singapore Nanyang Technological University Full time

    Join Our Team at the School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore Evaluating the errors associated with Machine Learning (ML) predictions is an active area of research crucial for the safe and effective deployment of ML techniques. These errors have two components. The epistemic error refers to the degree of...


  • Singapore beBeeResearch Full time $40,000 - $60,000

    Job Title: Research ProfessionalJob Summary:Our organisation is seeking a highly motivated and experienced Research Professional to join our team. As a key member of our research team, you will play a crucial role in advancing our understanding of machine learning and artificial intelligence.Key Responsibilities:Conducting cutting-edge research in machine...


  • Singapore TikTok Full time

    Join to apply for the Machine Learning Researcher-Search role at TikTok Join to apply for the Machine Learning Researcher-Search role at TikTok Responsibilities Team Introduction: The Search Team is primarily responsible for the innovation of search algorithm and architecture research and development (R&D) for products such as Douyin, Toutiao, and Xigua...


  • Singapore XR Trading LLC. Full time

    Overview All Jobs > QUANTITATIVE RESEARCHER: MACHINE LEARNING (ENTRY LEVEL)Fully Remote • United States Description XR Trading is a proprietary trading firm with employees in the Netherlands, Singapore, UK and US. XR participates in a wide variety of marketplaces including global futures, equities, commodities, options, fixed income, and cryptocurrencies....

  • Research Fellow

    2 weeks ago


    Singapore National University of Singapore Full time

    **Date**:8 Nov 2024 **Location**: COLLEGE OF DESIGN & ENG, Kent Ridge Campus, SG **Company**:National University of Singapore - The Research Fellow will work closely with the Principal Investigator, Dr. WU Zhe, on several research projects of optimization of chemical and manufacturing processes through machine learning tools - The Research Fellow will help...


  • Singapore TECHNOLOGY SERVICES GROUP PTE. LTD. Full time

    Leading AI quant fund are looking to hire a machine learning quant researcher onto their systematic team. **Role**: - Conduct quantitative research with PM and other AI quants to develop and back-test different machine learning and statistical models, as well as productionize such models. - Combine sound financial insights and machine learning techniques...


  • Singapore TECHNOLOGY SERVICES GROUP PTE. LTD. Full time

    Leading AI quant fund are looking to hire a machine learning quant researcher onto their systematic team. **Role**: - Conduct quantitative research with PM and other AI quants to develop and back-test different machine learning and statistical models, as well as productionize such models. - Combine sound financial insights and machine learning techniques...

  • Associate Researcher

    2 weeks ago


    Singapore Tencent Full time

    Work Mode: **Responsibilities**: Response for deep statistics analysis from large-scale data, mining for user behavior and attributes, and building user portraits. By data mining and analysis, solving user pain points, and proposing strategies to improve user retention. Improving online algorithms, combining business requirements and data, by using...