xTool Retail Studio

算法工程师(AI大模型方向)

xTool Retail Studio  •  Onsite  •  5 months ago
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Job Description

算法工程师(AI大模型方向)急招岗位深圳社招全职职位描述岗位职责
1. 负责垂直领域(如激光加工、刀切、打印)的大模型算法研发,包括视觉/多模态大模型的预训练、微调和优化。
2. 针对激光加工场景中的具体问题(如开放世界物体检测、分割、配准等),设计并验证大模型的效果提升方案。
3. 推动大模型在激光雕刻机等设备上的云端和Web端部署,优化模型性能和推理效率。
4. 负责大模型轻量化技术(如模型蒸馏等)的实现与应用,确保算法能够在瑞芯微等芯片高效正常运行。
5. 结合激光雕刻机、刀切、打印的具体应用场景,优化大模型在检测、分割、分类等视觉任务中的效果,并探索其在生成式设计、工艺参数优化等方向的实际价值。职位要求岗位要求
- 大学本科及以上学历,计算机科学、电子工程、自动化或数学相关专业优先。
- 熟练掌握自监督/无监督学习、大模型预训练和微调的原理与实现细节,具备实际项目经验。
- 熟悉生成式AI技术和Prompt Engineering(提示工程),有ViT、SD(Stable Diffusion)、DiT等视觉模型的训练优化经验。
- 具备扎实的机器学习/深度学习/计算机视觉理论背景和实践经验。
- 熟练掌握Python和C++,熟悉深度学习框架(如TensorFlow、PyTorch)。
- 对激光加工场景有一定了解者优先(如激光雕刻、切割、打印、机器视觉等工艺),或有相关行业经验者优先。
- 优秀的沟通能力和团队合作精神,能够协调不同部门和技术团队,整合资源。
- 具备强烈的学习意愿和自主解决问题的能力,能够在快节奏的环境中高效工作。 投递
xTool Retail Studio

About xTool Retail Studio

Empowering Retail Innovation with On-Site Customization

Transform your retail space into an experience destination. At xTool, we provide cutting-edge in-store customization solutions that allow brands to:

Attract more customers with personalized, on-demand products.

Deliver unforgettable shopping experiences that build loyalty.

Boost engagement and revenue through the power of real-time customization.

Our retail-ready technology is trusted by leading brands across industries like fashion, luxury, beauty, and beyond. From laser engraving to apparel printing, our solutions handle 500+ materials, enabling endless possibilities for unique product personalization.

With xTool, your store becomes a memory factory—where every customer leaves with a story, not just a product.

Let’s redefine retail together.

Industry
Manufacturing & Production
Company Size
51-200 employees
Headquarters
Shenzhen, CN
Year Founded
2013
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