Machine Learning Engineer

1 week ago


Ho Chi Minh City, Ho Chi Minh, Vietnam Dai-ichi Life Việt Nam Full time

Machine Learning Engineer:

Dai-ichi Life Việt Nam
- Ứng Tuyển

Java JavaScript Python
- Đăng nhập để xem mức lương

  • 149 Nguyen Van Troi, Phu Nhuan, Ho Chi Minh Xem bản đồ Tại văn phòng 38 phút trước

Mô Tả Công Việc:

  • Will support the process of extracting value from company data.
  • Lead all the processes from data collection, cleaning, and preprocessing, to training models and deploying them to production.
  • Be passionate about artificial intelligence and stay uptodate with the latest developments in the field

PRINCIPAL ACCOUNTABILITIES

  • Conduct facilitated workshops to elicit requirements both functional and technical requirements
  • Verifying data quality, and/or ensuring it via data cleaning Supervising the data acquisition process if more data is needed
  • Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
  • Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability
  • Training models and tuning their hyperparameters

Yêu Cầu Công Việc:

Education, no

of year experience:


  • Master's or Ph.
D. in computer science, mathematics, or statistics

  • Experiences in life insurance/financial business is preferable

Technical skills:

  • Experience working with Java, Python, R, C++, C, JavaScript, Scala...
  • Experience with vision processing, deep neural networks, Gaussian processes, and reinforcement learning
  • A solid understanding of both probability and statistics
  • A firm understanding of mathematics (including the role of algorithm theory in machine learning and complex algorithms that are needed to help machines learn and communicate)
  • Advanced knowledge of engineering
  • Strong analytical skills
  • Experience using programming tools like MATLAB
  • Experience working with large amounts of data in a high throughput environment
  • Linux SysAdmin skills
  • Experience working with distributed systems tools like Etcd, zookeeper, and consul
  • Experience working with messaging tools like Kafka, RabbitMQ, and ZeroMQ
  • Extensive knowledge of machine learning evaluation metrics and best practices
  • Competency with infrastructure as code (for example, Terraform or Cloud formation)

Soft skills:

  • Strategic, analytic and creative thinker
  • Excellent interpersonal and communication skills
  • Risk takers, Selfstarters and ambitious professionals with both technical and commercial acumen
  • Ability to multitask. Work well in team environment, as well as, independently
  • Able to work under pressure and meet tight deadlines

Personal attributes

  • Good team player, independent and resultoriented
  • Flexible and open to changes
  • Attention to details


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