Machine Learning Engineer

3 days ago

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

**Machine Learning Engineer (Java, Python)**:
Dai-ichi Life Việt Nam
- Ứng Tuyển

Java Python C++
- Đăng nhập để xem mức lương
- 149 Nguyen Van Troi, Phu Nhuan, Ho Chi Minh- Xem bản đồ- Tại văn phòng- 2 giờ trước

**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

**Yêu Cầu Công Việc**:
**Education, no. of year experience**:

- Bachelor, Master’s or Ph.D. in computer science, mathematics, or statistics
- Experiences in life insurance/financial business is preferable

**Technical skills**:

- At least 1 - 2 years experience.
- 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

**Tại Sao Bạn Sẽ Yêu Thích Làm Việc Tại Đây**:
**Internal interface**

The position reports to the IT Instech & Innovation Assistant Manager

All employees, particularly those in the OP Process Improvement and Automation Project Team, IT Application Development, Operations Division, Agency Administration Department, and Finance Division, will be internal clients of the IT Instech & Innovation Senior Executive.

**External Interface**

External contacts will include but not limited to software providers/consultants, tech startup, innovation labs, university

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