Mô tả công việc

JOB PURPOSE:

An IT Instech & Innovation Senior Executive

• 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 up-to-date 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
• Research, study and propose to apply new emerging technology

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, Self-starters and ambitious professionals with both technical and commercial acumen
  • Ability to multi-task. 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 result-oriented
  • Flexible and open to changes
  • Attention to details

Working Place: Dai-ichi Life Building, 149-151 Nguyen Van Troi Street, Phu Nhuan District, HCMC