职位描述/角色与职责（详细内容）

必须具备

- 我们正在寻找一名精通机器学习和深度学习框架的 Python 开发人员。

- 强大的后台 Python 开发人员

- 具有使用 TensorFlow、Pytorch 应用机器学习技术、自然语言处理或计算机视觉的经验

- 构建和部署端到端 ML 模型，利用指标支持预测、推荐、搜索和增长战略

- 擅长应用 ML 技术，例如：分类、聚类、深度学习、优化方法、监督和非监督技术

- 具备应用、调试和开发机器学习模型的能力

- 选择合适的 DL 算法、软件和硬件，并提出集成方法建议。

- 对复杂的人工智能问题有很强的问题解决能力和批判性思维能力。

- 出色的沟通和团队协作能力，能够与跨职能团队合作。

最好具备

- Azure 云和部署知识

- 郎链和 Gen AI

- PostgreSQL 数据库

- 银行业经验

Job Description / Roles & Responsibilities (in Detail)

Mandatory

• We are looking for a good Python Developer with Machine learning and deep learning framework.

• Strong Backend Python developer

• Experience in applying machine learning techniques, Natural Language Processing or Computer Vision using TensorFlow, Pytorch

• Build and deploy end to end ML models and leverage metrics to support predictions, recommendations, search, and growth strategies

• Expert in applying ML techniques such as: classification, clustering, deep learning, optimization methods, supervised and unsupervised techniques

• Proven ability to apply, debug, and develop machine learning models

• Choose suitable DL algorithms, software, hardware and suggest integration methods.

• Strong problem-solving and critical thinking skills for complex AI problems.

• Excellent communication and teamwork abilities to collaborate with cross-functional teams.

Good to have:

• Azure Cloud and deployment knowledge

• Lang chain and Gen AI

• PostgreSQL DB

• Banking exposure