Quy mô công ty : 100-499
Xem thêmTSDV - Toshiba Software Development
We are seeking a talent with a strong background in machine learning and computer science (or related engineering fields) who has demonstrated practical experience to conduct research & development in the field of Data Analytics. The selected candidate will have a chance to work in a variety of business domains of Toshiba products & solutions in collaboration with other world-wide Toshiba R&D centers. The business domains include manufacturing processes (smart factory), social infrastructure systems & solutions (e.g., water plant system, disaster prevention system, traffic system …), retail solutions, digital marketing, etc.
• Technical responsibility
(*) Although this job description is targeted for the Data Scientist position, she/he is expected to be excellent with the tasks usually conducted by a Data Analyst.
o Collect and process data
o Do exploratory data analysis (multivariate statistical analysis, clustering, visualization, etc.)
o Conduct statistical inference including statistical modelling
o Build prediction models using machine learning/deep learning techniques
o Report results/findings of analysis, tell story about data to customer
• Leader responsibility in Data Analytics team
o Be accountable for technical solutions and lead the team to solve technical issues during a given project.
o Be accountable for continuously discovering, evaluating and implementing new technologies
o Conduct recruitment interview, training & coaching junior members in the field of Data Analytics.
o Establish estimation, propose research & development plan with customer.
o Monitor and control project progress complying company process.
Education & Experiences
• Bachelor degree in Computer Science, Information Technology, Computer Engineering, Electrical Engineering, Telecommunication Engineering, Mathematics or related engineering fields.
• Master degree or higher at Data Mining, Machine Learning or other Data Science related fields is preferred.
• Practical experience as a researcher/ scientist in the area of Data Analytics in which some experience as a technical leader is expected.
Knowledge/Skills
• Solid knowledge at Probability and Statistics, Linear Algebra, Optimization, Numerical Computation
• Experience with different types of data, especially time series and categorical data.
• Experience with a variety of machine learning techniques for regression, clustering, pattern recognition, etc.
• Skillful at one of programming/scripting languages: Python, R, C/C++, Java etc.
• Experience with any data manipulating skills using SQL/DBMS (Oracle, MySQL, Postgres, etc.) is a plus
• Experience with any big data/cloud technologies/distributed computing skills, e.g., MongoDB, Hadoop, AWS, MapReduce, Hive, Spark, etc. is a plus
• Demonstrated analytical thinking / experiences in research methodology.
• Excellent interpersonal & English communication skills, both written and verbal.
• Japanese language (N3 or higher) is an advantage.
Personal Attributes
• Having passion for discovering insights of data
• Highly motivated and business driven professional with a can-do attitude.
• Ability to solve problems by being collaborative, creative and strong analytical skills.
• Ability to achieve outcomes with minimal direct supervision.
• Ability to pay careful attention to details.
• Capable of presenting complex technical topics in a clear and structured way for even non-technical stakeholder.
• Self-awareness, good team player, good sense of responsibility, result-oriented and deadline commitment.
Japanese
Nói: Intermediate - Đọc: Intermediate - Viết: Intermediate
Established in April 2007, Toshiba Software Development (Vietnam) Co., Ltd is a company with 100% invested from Toshiba Corporation (Japan).
We are specialized in:
• Software Development for Toshiba Products
• Fundamental Technology Development for Software
• LSI (Large Scale Integrated Circuit) system Development
• Development support Tool Development.
ITJobs được thành lập vào năm 2014 tại Việt Nam và mục tiệu chính là trở thành một trong những chuyên gia hàng đầu về tuyển dụng nhân viên CNTT ở khu vực Châu Á.