TSDV - Toshiba Software Development

Tóm tắt công việc

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.