威旭資訊股份有限公司

About us: VICI Holdings' Hardware team is seeking a skilled FPGA Engineer to join our dynamic group. In this role, you will be pivotal in advancing our trading systems, contributing to the development and enhancement of cutting-edge technologies. We boast the leading software development team in Taiwan and possess FPGA design technology in parallel with wall street trading firms. This expertise enables us to build low-latency, fully automated trading systems. Our trading strategies cover stocks, futures, and derivatives, achieving a daily global trading volume in the hundreds of millions dollars. Roles/ Responsibilities: • High speed IP interface design (such as PCIE gen 3, 4 / Ethernet, DDR etc.) • In charge of FPGA design/ implementation/simulation. • Transmission protocol layer development. • Optimizing hardware for latency. • Proficiency with Xilinx design environment. Candidate Requirements: • BS/MS degree above from EE, CE with 2+ years of relevant work experience • Experience in high-speed interface design or knowledge in PCIE/ Ethernet/MIPI/DDR design or implementation is a plus • Experience using System Verilog and at least two prior RTL design is a required. • Demonstrated ability to tackle complex design challenges and implement effective solutions Other Requirements: • High self-motivated individual with good communication skill. • English level – working level proficiency is a plus. Interview Process: • Resume selection ->Coding Test -> AI Interview (Online) -> F2F Interview -> HR Manager

【About Us】 VICI Holdings' Hardware team is seeking a Senior Digital Design Engineer to join our dynamic group. In this role, you will be pivotal in advancing our trading systems, contributing to the development and enhancement of cutting-edge technologies. We boast the leading digital hardware development team in Taiwan and possess FPGA design technology in parallel with wall street trading firms. This expertise enables us to build ultra-low-latency, fully automated trading systems. Our trading strategies cover stocks, futures, and derivatives, achieving a daily global trading volume in the hundreds of millions dollars. 【Roles/ Responsibilities】 • Micro-architecture, design and implement high-performance digital circuits optimized for low-latency application • Develop high speed data paths, ensuring minimal logic depth and efficient pipeline • Optimize critical paths and combinational logic to reduce propagation delays and improve throughput • Work with Verilog/ SystemVerilog to implement RTL design • Apply parallelism and resource sharing techniques to enhance performance and throughput • Develop latency-aware micro-architectures for real-time processing and networking applications • Debug, optimize and iterate on designs using FPGA platform and cycle-accurate simulation • Work closely with digital/system verification engineers to ensure functional correctness and performance validation • Take ownership of FPGA verification tasks to ensure design correctness and performance. • Develop and execute verification plans for high-speed IPs such as PCIe, Ethernet, and Switches. • Support system validation engineer to debug FPGA issue Design Collaboration: • Collaborate closely with Algorithm, software, design validation and application team to define micro-architecture Performance Analysis: • Conduct performance testing and analysis, ensuring the low-latency goals are met across various use cases. • Capability to solve routing timing issue and analysis FPGA timing report result. 【Candidate Requirements】 • Master’s degree or above in EE, CE, or CS, plus 3–8 years of high-speed digital-design experience • Hands-on experience in IP-level digital-circuit design or IP integration (preferred) • Proficient in debugging and optimization with VCS and Verdi simulation tools • Comfortable working in Linux/Unix environments • Strong analytical and problem-solving skills with a performance-driven mindset 【Other Requirements】 • Proven ability to solve complex design challenges and deliver robust solutions • Experience designing ultra-low-latency data paths—arithmetic units, multiplexers, FIFOs, registers—for high-performance applications (preferred) • Familiarity with FPGA verification tools such as Quartus or Vivado (a plus) • Knowledge of high-bandwidth memory interfaces (DDR, HBM, etc.) • Understanding of networking protocols (Ethernet, PCIe, etc.) 【Interview Process】 • Resume Screening → HR Phone Screen → Face-to-Face Interview (with 30-60mins on-site coding test)

【About us】 VICI Holdings is a leading high-frequency trading company, and we are seeking talented and detail-oriented professionals to join our technology team. As a C++ Software Engineer in our trading group, you will play a crucial role in implementing trading strategies in the market. Ideal candidates should excel in C++ multithreading optimization, be adept at efficiently utilizing CPU and memory resources to achieve better latency, and have a strong understanding of Network Programming and network principles (experience with DPDK or other network card accelerations is a plus). The role requires implementing trading algorithms with minimal latency. If you are passionate about programming optimization, eager to learn cutting-edge techniques, and find great satisfaction in reducing program and trading system latency, this position is a perfect fit for you. 【Roles/ Responsibilities】 • Collaborate closely with traders and the hardware team to integrate and optimize quantitative algorithms within a low-latency fully automated trading system, and conduct testing and validation. • Develop back-testing platforms to meet strategy requirements. • Test and analyze latency data of the trading system, identify issues and bottlenecks, and continuously enhance the operational efficiency of the trading system. • Stay abreast of technological advancements and continuously refine the low-latency fully automated trading system. 【Candidate Requirements】 • Master’s degree in CS, EE, CE or a related technical field. • Proficient in Modern C++. • Expertise in C++ multithreading optimization. • Familiar with Network Programming and network operation principles (experience with kernel-bypass networking is highly desirable). • Knowledgeable in computer architecture with a focus on efficient utilization of hardware resources (experience with instruction-level optimizations such as SIMD is a plus). • Experienced in Linux system programming. 【Other Requirement】 • Strong technical documentation skills. • Highly self-motivated with excellent communication and cross-departmental collaboration abilities. • Experience in low-latency or high-frequency trading is a plus. • Familiarity with basic financial trading knowledge is a plus. th basic financial trading knowledge is a plus. • Experience in developing low-latency network card drivers or FPGA drivers is a plus. 【Interview Process】 The order may be adjusted depending on the situation. Resume selection -> Coding test -> AI Interview -> F2F Interview (Hiring Manager) VICI Holdings 威旭資訊是一間技術領先的高頻交易公司，我們正在尋找技術精湛、注重細節，且能與公司一起持續追求進步與成長的優秀人才，加入我們的技術團隊，一同打造領先全市場的低延遲全自動交易系統。 交易組的C++軟體工程師這個職位，扮演了將交易員策略具體實現在市場上的重要角色，理想的候選人需精通C++多執行緒優化，熟悉如何有效率的使用 CPU 與 memory 資源以達到更好的 latency，並了解 Network Programming與網路運作原理（具 DPDK 等網卡加速的經驗尤佳），理想的候選人將具備以最低延遲的實作方式實現交易員的量化演算法的能力。如果您對程式設計的優化充滿熱情，並對前沿優化技術具有一顆求知若渴的心，且能在逐步降低程式與交易系統延遲的工作過程中獲得巨大成就感，那麼這個職位將會非常適合您。 【工作職責】 ・與交易員、硬體部門緊密合作，將量化演算法與低延遲全自動交易系統進行整合與優化，並進行測試與驗證 ・協助交易員針對策略需求，建立回測平台 ・測試與分析交易系統延遲數據，排除問題並找出瓶頸，以不斷提升交易系統的運行效率 ・持續關注技術新知，不斷精進低延遲全自動交易系統 【專業能力需求】 ・資訊工程科系大學畢業或同等的電腦科學基礎 ・熟悉 Modern C++，並精通C++多執行緒優化 ・熟悉Network Programming與網路運作原理（熟悉 kernel-bypass networking者尤佳） ・熟悉計算機結構，了解如何有效率的運用計算機的硬體資源（具 SIMD 等instruction-level optimization相關經驗者尤佳） ・熟悉 Linux 系統程式設計 【其他需求】 ．具備良好的技術文書撰寫能力 ．高度推進自我要求，並具有良好的溝通與跨部門合作能力 ．有低延遲或高頻交易背景的經驗佳 (加分) ．熟悉基本金融交易知識佳 (加分) ．具低延遲網卡或 FPGA driver 開發經驗者佳 (加分) 【面試流程】可能視情況調整流程順序 履歷篩選 --> Coding Test --> 線上AI面試 --> 現場考題 ＆現場面試 --> HR面試

About us: Are you a curious person who enjoys solving complex problems? VICI Holdings is starting a quantitative research internship program in 2025 for current or recent graduates who are interested in high frequency quantitative trading to learn how to handle large amounts of data and develop new trading strategies alongside our regular quantitative colleagues. We are looking for creative and imaginative people who are interested in quantitative trading to join our summer program. We provide one-on-one education and training, and those who perform well will have the opportunity to become a full-time employee of VICI at the end of the internship program. “Career Path”: As you achieve research milestones, there will be opportunities to pursue a career in high-frequency trader or quantitative trader, allowing you to develop automated trading strategies and further contribute to our innovative trading solutions. Roles/ Responsibilities: • End-to-end research and development, including idea generation, data processing, strategy back-testing, optimization, and production implementation. • Quantitative Model Development: Building model prototypes and conducting back-testing. • AI Algorithm trading strategy research. Candidate Requirements: • We welcome applications from students of in EE, CS, Mathematics, Physics, Statistics or related who are in their 4th grade of Bachelor’s or 2nd grade of Master’s students to apply. A minimum of 24 hours per week is required, but special conditions can be negotiated. • Programming skill in Python is must. • Prize-winning experience in machine learning related competitions is a plus. • Prize-winning experience in competitions related to trading strategies is a plus • Basic knowledge of finance and trading rules are a plus. Other Requirement: • High self-motivated individual with good communication skill. • Strong analytical and quantitative skills are a must. • English level – working level proficiency. 你是一個充滿好奇且喜歡解決複雜問題的人嗎？威旭在2025年展開一個計量研究的實習生專案，讓對高頻量化交易有興趣的在學或即將畢業的學生，跟著我們正職的計量同事，一起學習如何處理龐大的資料及發想新的交易策略。 威旭正在找尋對量化交易有興趣且富有創造力及想像力的你加入我們的暑假專案，我們提供一對一的教育訓練，表現優秀者，有機會在實習專案結束後成為威旭的正職員工。 【主要工作職責】 1. 金融數據分析(方法挑選、資料蒐集與分析) 2. 計量模型研發(建立模型原型、回測) 3. ML演算法交易策略研究 【專業能力要求】 1. 熟悉python數據分析套件 2. 熟悉python機器學習套件 3. 了解機器學習理論 4. 英文閱讀能力 【其他條件要求】 1. 熟悉C++程式語言 2. 對交易有熱忱、自己寫過交易策略 3. 有機器學習相關競賽獲獎經驗 4. 有交易策略相關競賽獲獎經驗 *請將相關證明文件附帶在履歷或是應徵文件中供參考* 我們歡迎電機、資工、數學及物理大四或碩二在學同學應徵，每週工作時數需達至少24小時，特殊情況可另議。

VICI Holdings' Strategy Research Lab leverages Generative AI and Large Language Models (LLMs) to extract insights from financial and operational data and design cutting-edge strategies. • The AI Data Scientist/Internship/Campus hire develops talent skilled in AI pair-programming workflows and AI-agent architectures to accelerate data exploration, rapid prototyping, and strategy evaluation. • Outstanding interns may convert to full-time roles and continue pioneering the intersection of quantitative trading and Generative AI. Roles/ Responsibilities: • Use LLM-powered AI pair-programming to explore, clean, and analyze large datasets. • Apply AI-agent architectures to automatically generate and evaluate strategies. • Develop AI-driven applications for automated news analysis, investment recommendations, and risk management decision-making. • Build, fine-tune, and evaluate AI or LLM models to identify key features from data and produce analytical reports. • Collaborate with researchers and engineers to integrate models or insights into internal systems and monitor performance. Required Skills: • Proficiency in Python with data libraries such as Pandas and NumPy. • Hands-on experience with one deep-learning framework (PyTorch or TensorFlow). • Comfortable with Git / GitHub workflow and AI pair-programming with LLMs. • Strong prompt-engineering skills to steer LLMs for code and insights. Preferred Qualifications: • Final-year undergraduates or second-year master's students in EE, CS, Statistics, Mathematics, Physics, Financial Engineering, or related fields. Other Requirement: • Highly curious, self-motivated, with strong analytical thinking. • Effective communicator in English and Chinese. Interview Process (Process sequencing may be adjusted as appropriate) Resume selection -->Coding Assessment -> F2F Interview( Hiring team) --> HR Manager

【About Us】 · VICI Holdings is a top-tier company focused on cutting-edge technology and financial trading. Our hardware team is dedicated to developing ultra-low latency and high-performance digital design solutions, keeping pace with Wall Street’s best in FPGA design. Our strategies span stocks, futures, and derivatives, with a daily global trading volume reaching hundreds of millions of USD, underscoring our leadership and scale. · Engineering-driven trading: we turn research into quantifiable trading edge through robust data and systems engineering. · Global perspective with local agility: Taipei-based team operating across global markets with high-speed decisioning and strong compliance. · （HPC/GPU/FPGA）。 Leading infrastructure: proprietary low-latency trading stack, distributed data pipelines, and HPC/GPU/FPGA acceleration. · Culture & values: Ownership, performance obsession, transparent collaboration, fast iteration, and outcomes-first mindset. · Growth & resources: generous experiment budgets, top-tier cloud/compute, and support for academic and open-source engagement. 【About The Position and Team】 · This role builds and strengthens our core capabilities in Large Language Model (LLM) Agents and Reinforcement Learning (RL) to directly power trading automation and deepen market insights. · You will work closely with quants, data engineers, and software engineers to turn research prototypes into production-grade systems for live trading environments. 【R&R】 · Co-design experiments with quants to translate model outputs into tradable signals, with offline/online backtesting and A/B testing. · Design and build AI agents (RAG, tool use, task planning) to boost strategy research and trading execution efficiency. · Apply prompt engineering, MoE, LoRA, quantization, and distillation to improve the perf–cost curve and inference latency. · Specialize fine-tuning and alignment (SFT/DPO) for financial text—disclosures, news, social, earnings—to improve event and sentiment inference. · Adopt MLOps best practices (containerization, CI/CD, feature/model versioning) to increase velocity and compliance. · Track frontier research and lead internal tech sharing to inform model selection and architecture evolution. 【 Requirements】 · M.S. or above in CS/EE/Data Science preferred; equivalent practical achievements considered. · Proficient with AI coding tools (Cursor, Claude Code); adept in spec engineering and test-driven development (TDD). Deliver rapid 0→1 with AI and drive 1→100 iterative improvement. · 2+ years in LLM with PyTorch or TensorFlow; hands-on experience training and fine-tuning models end to end. · Fluency in the LLM ecosystem (LangGraph, Ollama, OpenAI SDK) to rapidly prototype and ship services. · Strong experiment design, problem decomposition, and cross-team communication with an emphasis on observability and operability. · Effective communication in Mandarin and English; able to write technical docs and present externally. 【Other Requirements】 · Financial experience (market prediction, event extraction, sentiment analysis, factor modeling, portfolio optimization). · Competitions/community (Kaggle, AI Challenger) or active contributor to open-source projects. · Publications or talks at top venues (NeurIPS/ICML/ICLR/CVPR). 【Character】 · Hands‑on: builds and ships; outcome‑oriented. · Goal‑driven & resilient: sets a high bar and delivers under pressure and ambiguity. · Passion for AI × markets: sustained curiosity and commitment to application. · Bias to action: experiment, measure, iterate quickly. · Owner mindset: accountable end‑to‑end; proactively aligns stakeholders. · Low‑ego, direct communication: candid feedback and fact‑based discourse.

About Us: VICI Holdings' IT Team is looking for a proactive and reliable MIS Engineer to join our dynamic environment. In this role, you will be responsible for supporting daily IT operations and office infrastructure, maintaining server rooms and lab environments to ensure optimal system performance, and providing timely technical support to internal users across departments. This is a hands-on position that plays a critical role in ensuring operational continuity and IT service excellence. Roles/ Responsibilities: • Provide technical support and troubleshooting for office user issues. • Manage and operate server systems, including AD, DNS, NAS, storage, and general server infrastructure. • TAdminister and maintain Linux-based services. • Oversee server room operations and perform routine maintenance. • Conduct IT asset inventory and manage hardware/software resources. • Assist with ad hoc tasks and assignments from supervisors. Candidate Requirements: • Proficiency in Windows Active Directory architecture and administration • Hands-on experience with VMware management and maintenance • Familiarity with NAS and storage systems, including backup strategies • Understanding of basic cybersecurity configurations and best practices • Experience managing both Linux and Windows environments • Knowledge of server hardware assembly and configuration (e.g., Dell, SuperMicro, HP) Other Requirements: • Familiarity with VMware Horizon VDI infrastructure and virtual desktop environments. • Experience working with Intel and AMD x86 architecture products • Hands-on experience in PC assembly and performance tuning, including overclocking. • Proactive mindset with a focus on continuously optimizing workflows and IT services. Interview Process: (The interview process may be adjusted based on specific circumstances) • Phone Interview(HR) -> F2F Interview(Hiring Manager) + On-Site Test -> HR

【Job Description】 ・Develop Low latency Trading Software/Firmware ・Develop FPGA Co-simulation Program (Networking/Trading Algorithm) - C or C++ language ・Develop System Validation Program ・Develop device driver programming on RTOS, Linux or Bare Metal 【Qualification】 ・Strong hands-on programming skills in C/C++ ・Strong knowledge of the bootloader, Linux kernel, and device driver ・Experience in developing embedded computational platforms including Network/USB-related driver experience ・Experience in system performance tuning ・Strong C programming and Strong C programming debugging skills is required ・Strong Computer Architecture domain knowledge ・Strong Operating System knowledge ・Experience in TCP/IP protocol is a plus ・Embedded System Architecture concept ・A proactive and quick learner is required 【Interview】 The process might change due to the different circumstances Resume selection --> Assessment --> Online AI Interview --> Team Interview --> Hiring manager interview -- > HR Interview