WXG
WXG-DataScientist
Neural analysis suggests this role is
optimal for Mid+ candidates.
“WXG - Data Scientist at WXG. Skills: LLM application development, computer vision, deep learning frameworks, model deployment tools, vector databases. Explore both qualitative and quantitative data sets. perform in-depth analysis to derive actionable insights”
Industry & Context.
identify problems; propose data-driven solutions; discover solutions or opportunities
What They're Looking For.
Must Have
Bachelor's degree or above in Computer Science, Artificial Intelligence, Mathematics, Statistics, Data Science, or a similar quantitative field
Nice to Have
Hands-on experience with LLM application development (e.g., fine-tuning, RAG, Agent frameworks such as LangChain/LlamaIndex/AutoGen), Experience with computer vision models (e.g., object detection, image classification, multimodal models), Good knowledge of familiarity with C/C++, Familiarity with mainstream deep learning frameworks (PyTorch, TensorFlow) and model deployment tools (e.g., Docker, FastAPI, TensorRT), Experience with vector databases (e.g., Milvus, FAISS, Pinecone) or data pipeline tools
What You'll Do.
Explore both qualitative and quantitative data sets
perform in-depth analysis to derive actionable insights
propose data-driven solutions for the WeChat ecosystem
Collect large sets of structured and unstructured data
and transform data to ensure accuracy
Design and maintain dashboards
and automated data pipelines to support ongoing business monitoring and decision-making
Analyze data to identify patterns
uncovering potential opportunities and/or threats to the WeChat ecosystem
Interpret findings to discover solutions or opportunities
build story-boards to communicate insights to the business for action
Own and evolve the computer vision infrastructure
and maintaining CV model training/serving pipelines
evaluation frameworks
and related toolchains
Develop and deploy computer vision solutions (e. g.
image/video understanding
multimodal analysis) to address business needs across the WeChat ecosystem
Leverage LLM-based approaches and other machine learning / deep learning techniques where appropriate to enhance analytical capabilities and support intelligent product features
How You'll Work.
Team & Collaboration
collaborate with international stakeholders and headquarters-based teams
Communication Scope
Ability to communicate complex technical ideas to non-technical stakeholders in a clear and accessible manner; communication and presentation able to bridge business and technical audiences; Fluency in both English and Mandarin
Full Job Description
# **_Business Unit_** WeiXin Group(WXG) is responsible for the construction and operation of the Weixin ecosystem and leveraging Weixin's open platforms such as Official Accounts, Mini Programs, Weixin Pay, WeCom and search function. WXG provides solutions and connectivity for intelligent upgrades across all industries. WXG is also responsible for the development and operation of QQ Mail, WeRead and other products. # **_What the Role Entails_** * Explore both qualitative and quantitative data sets, perform in-depth analysis to derive actionable insights, identify problems, and propose data-driven solutions for the WeChat ecosystem * Collect large sets of structured and unstructured data from independent sources; clean, validate, and transform data to ensure accuracy, completeness, and uniformity * Design and maintain dashboards, reports, and automated data pipelines to support ongoing business monitoring and decision-making * Analyze data to identify patterns, trends, and anomalies, uncovering potential opportunities and/or threats to the WeChat ecosystem * Interpret findings to discover solutions or opportunities and build story-boards to communicate insights to the business for action * Own and evolve the computer vision infrastructure, including building, optimizing, and maintaining CV model training/serving pipelines, evaluation frameworks, and related toolchains * Develop and deploy computer vision solutions (e.g., image/video understanding, OCR, content moderation, multimodal analysis) to address business needs across the WeChat ecosystem * Leverage LLM-based approaches and other machine learning / deep learning techniques where appropriate to enhance analytical capabilities and support intelligent product features # ** _Who We Look For_** * Bachelor's degree or above in Computer Science, Artificial Intelligence, Mathematics, Statistics, Data Science, or a similar quantitative field * Hands-on experience with LLM application development (e.g., fine-tuning, RAG
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