Python ML Engineer

Mô tả Công việc

JOB BRIEF

· Citics is established with the mission to apply data technology to power trustworthy, speedy and seamless real estate transactions in Vietnam

· Citics is a technology platform which provides different stakeholders in real estate-banking ecosystem (i.e. buyers, sellers, banks, sales agents) with real-time, transparent, reliable information for them to transact more effectively and efficiently. C-Value is the first tech-based service offered by Citics and is gaining popularity in Vietnam banking system. It helps Citics to become a pioneer in property valuation with big data analysis. Citics also plans to leverage our proprietary database to provide tech-based brokerage services in Vietnam in the immediate future.

· Since our inception, Citics has gained significant tractions where our service is used by 5 different major banks and the number is growing, and our brokerage business already closed significant revenue. Citics has already finished its seed funding round with the participation of an international VC and several entrepreneurs/angels.

DUTIES AND RESPONSIBILITY

· Design, develop, and implement machine learning models using Python.

· Perform data preprocessing, cleaning, and feature engineering.

· Train and evaluate machine learning models.

· Integrate models into production systems.

· Collaborate with cross-functional teams to meet project goals.

· Continuously improve model performance and scalability.

· Document model development processes and findings.

Yêu Cầu Công Việc

·         At least 3 years experience in Python

·         Experience with machine learning frameworks such as TensorFlow, PyTorch, or Scikit-Learn.

·         Proven experience with Python programming language.

·         Strong understanding of statistical and mathematical principles.

·         Experience with data handling libraries such as Pandas and NumPy.

·         Excellent problem-solving skills.

·         Strong communication and teamwork abilities.

·         Skills set:

o   Python

o   TensorFlow/ PyTorch/ Scikit-Learn

o   Pandas

o   NumPy

o   Data Preprocessing

o   Model Training

o   Statistical Analysis

o   Machine Learning