Job Description
About Company
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
Your role & responsibilities
- 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.
Your skills & qualifications
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
Benefits for you
- Lương tháng 13, Bonus, các khoản thưởng đặc biệt.
- BHXH, Bào hiểm chăm sóc sức khỏe cho nhân viên và người thân, khám sức khỏe định kỳ hằng năm.
- Teambuilding.
- Thời gian làm việc giờ hành chánh.
Company
Dai-ichi Life Việt Nam
Industry
Bảo Hiểm
Company size
Hơn 1000
Nationality
Vietnam