Trexquant Investment
Posted 10 months ago
AI Engineer (CHINA)
BeijingOn-siteFull-time
AI Summary
AI Engineer will design, deploy, and optimize AI workflows using LLMs, vector databases, and NLP to support quant researchers and production-grade AI systems aligned with market data feeds.
About this role
We are seeking an AI Engineer to join our team. The successful candidate will play a critical role in developing, optimizing, and deploying advanced AI workflows and tools. The role offers a unique opportunity to work on cutting-edge technologies that directly impact our investment strategies.
- Design and implement systems incorporating large language models (LLMs), vector databases, and other artificial intelligence tools for a variety of quant research applications, including literature review, data search, and code generation.
- Deploy, monitor, and enhance AI systems, ensuring that solutions are scalable.
- Partner with portfolio quant researchers to develop AI tools that address specific market opportunities and challenges.
- Stay abreast of the latest AI developments, contributing to internal thought leadership and pushing the envelope of what can be achieved.
- Deploy AI models in production environments, ensuring seamless integration with existing infrastructure and real-time market data feeds.
- Identify potential risks related to AI and ensure appropriate safeguards are in place, especially with regard to model bias and robustness
Requirements
- Minimum 2 years of hands-on experience working with LLMs, AI or deep learning in a high-performance environment
- Experience working with large-scale datasets and deploying machine learning models in production
- Knowledge of modern NLP techniques and frameworks (e.g., tokenizers, transformers, embedding models.)
- Familiarity with machine learning platforms and tools (e.g., PyTorch, HuggingFace, OpenAI)
- Strong understanding of algorithmic trading and financial data is a plus
- Excellent problem-solving abilities, with the capacity to translate complex business requirements into innovative technical solutions
Benefits
- Competitive salary plus bonus based on performance
- Collaborative, casual, and friendly work environment
Skills
Algorithmic Trading KnowledgeData PipelinesEmbedding ModelsHuggingFaceLarge-scale DatasetsLLMsMLOpsModel MonitoringNLP TechniquesOpenAIProduction DeploymentPyTorchQuant Research ToolingReal-time Data FeedsRisk And Bias SafeguardsScalabilityTokenizersTransformersVector Databases
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