Machine Learning Engineer

Simple Tech Investment (STI)
Negotiable
402 Nguyễn Thị Minh Khai, Quận 3, Tp. HCM
Full time
Published 15/04/2021

Job Description

We are seeking a Machine Learning Engineer with a passion for impact creation to help bring leading technology to the palms of millions of Vietnamese.

You will work with the data scientists in our Data & Analytics AI team to build, deploy, operationalize, and maintain various machine learning models, serving both internal stakeholders and external users.

Responsibilities

  • Work in all phases in the life-cycle of machine learning applications
  • Work with data scientists, application software engineers, program and product managers to deliver advanced analytic values to internal and external customers
  • Report line-manager: Chief Data Officer

Requirement

Minimum Requirements

  • Strong understanding of both classical ML and deep learning techniques
  • Experience with ML model evaluation and training techniques for deep neural networks
  • Expert skill level with Python, Pandas
  • Extensive experience with deploying complex systems to the cloud (AWS, GCP)
  • Strong analytical and problem-solving skills
  • Possess a background in linear algebra, statistics, or multivariate calculus

Preferred Experiences

  • Experience in one or more deep learning frameworks such as Tensorflow/Keras, or PyTorch
  • In-depth knowledge of one or more deep learning areas such as computer vision or natural language processing (NLP)
  • Strong analytic skills related to working with structured and unstructured datasets
  • Prior participation in data science competitions such as Kaggle, DrivenData, or CodaLab
  • Lead projects requiring data engineering solutions development

Other Qualifications

  • Education: Master's or PhD degree in Computer Science, Mathematics, Economics, or equivalent
  • Experience: 5+ years experience including graduate or postgraduate research
  • Related skills: 

- Data tools related to: data pipeline, data factory, data lake

- AWS and GCP related ML services

- RESTful API, Redis Cache

- Python, SQL, R

- Personalization modelling, recommendations system, churn prediction, time series forecasting

Benefits

  • Competitive packages
  • Room to grow professionally, sponsorship for learning & development of related skills
  • Opportunity to work on a mission that can transform the lives of millions of Vietnamese.
  • Annual Performance Bonuses (up to 2 salary months per year).
  • Salary review 2 times/year.
  • Parking fee & Lunch allowance
  • Annual Health Checkup, Premium Health Care (Manager level), Accident Insurance for all members.
  • Enjoy a variety of corporate events, from sports competitions, monthly birthday parties, quarterly team building to New Year party, company trip etc.
  • Flat, open and fast-paced environment where every ideas are welcomed.

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