Senior Data Engineer (C++, Python, AI/LLM)
ITviec Recruitment Consulting
Mô tả công việc
Job Responsibilities: Enrich a wide range of structured and unstructured data into high-quality datasets for quantitative analysis and financial engineering. Enhance data quality and integrity by developing validation tools and frameworks to measure the effectiveness of data enrichment pipelines. Develop a deep understanding of machine learning, deep learning, and emerging AI/LLM applications, and analyze the underlying dynamics and behaviors within the data. Generate insights from large-scale datasets and collaborate with research teams to identify opportunities for tradable signals. Design and develop utility tools to automate software development, testing, deployment, and monitoring workflows. Provide technical support for global researchers, including diagnosing root causes of technical issues, troubleshooting Python and C++ code, and proposing scalable fixes and improvements. Investigate, debug, and resolve issues in C++ applications and data pipelines, with a strong focus on performance, stability, correctness, and maintainability. Explore and apply AI/LLM-based solutions to improve data processing, workflow efficiency, troubleshooting, documentation, and research support processes.
Yêu cầu công việc
Minimum 4+ years of hands-on experience in software engineering, data engineering, machine learning, AI, or related technical domains. Practical experience with, and theoretical understanding of, deep neural networks, machine learning techniques, and modern AI approaches. Demonstrated ability to implement data science pipelines and real-time applications in Python and C++. Strong experience in debugging, troubleshooting, and improving C++ code, including performance analysis, root cause investigation, and code maintainability. Familiarity with AI/LLM tools and applications, including using large language models to support analysis, automation, technical troubleshooting, or workflow optimization. Proficiency with Python-based tools such as Jupyter Notebook and coding standards such as PEP 8. Proficiency with C++ tools and concepts such as STL, object-oriented programming, and debugging best practices. Strong academic background, with a minimum of a bachelor’s degree in a technical or quantitative field. Exceptional analytical and problem-solving abilities, with strong attention to detail. Strong software development skills, with the ability to convert broad use cases into reliable working solutions. Motivated by curiosity, continuous learning, and solving complex technical problems. Nice to have: Experience as a data scientist or data engineer in finance or investment-related environments. Experience with Linux/Unix shell, Git, and software debugging tools. Practical experience with time-series forecasting and analysis methods. Experience applying AI/LLM technologies in engineering, analytics, data enrichment, support automation, or developer productivity use cases. Experience optimizing or troubleshooting C++-based systems in production or research environments.
Quyền lợi
Why You'll Love Working Here Work Environment & Culture: Engage with a youthful, dynamic team working on awesome projects applying cutting-edge technologies. Gain global exposure by working alongside international specialists, providing a fantastic opportunity to expand your skill set. A transparent, honest, and respectful culture that empowers individuals to reach their full potential. Compensation & Health Benefits: 13th-month salary and highly attractive performance-based bonuses. Premium accident and healthcare insurance plans, plus comprehensive annual health check-ups. Allowances & Facilities: Allowances for lunch, free parking, and life events (marriage, newborn baby, bereavement, etc.). A spacious, fully equipped pantry (microwave, fridge, coffee maker, etc.) for your most comfortable lunch breaks. Engagement & Recognition: Diverse sports clubs and social activities (Badminton, Football, Yoga, Tech clubs). Annual company teambuilding trips. Engaging monthly internal events: Happy Gatherings, Mini Games, Team Birthdays, Year-End Party, etc. Quarterly and yearly awards recognizing outstanding individuals, teams, and long-term dedication. Advanced English and soft skill training programs to assist your career development. Exclusive perk: Unique internal company supporting funds to help ease personal financial goals (Home, Vehicle, Tuition loans, etc.).