The role involves proposing predictive analytics solutions and gathering requirements to transform these into actionable insights. The position requires coordination between teams, managing data science capabilities, and engaging in hands-on work with predictive analytics and machine learning.
Location:
Singapore, Singapore
Job ID:
R0011220
Date Posted:
2022-07-25-07:00
Company Name:
Hitachi Asia Ltd.
Profession (Job Category):
Data Analytics/Business Intelligence
Job Schedule:
Full time
Remote:
No
Job Description:
Purpose
To propose Predictive analytics PoC to provide actionable insights for digital initiatives with Technology through Artificial Intelligence and Machine Learning.
Responsibilities:
- Ability to conceptualize solutions, conduct research and development on leading practices, an innovative individual, working with both internal and customer teams.
- Plan, gather, analyze and manage requirements to recommend solutions within project scope.
- Ability to co-ordinate multi-teams (e.g. customers, internal functional and technical SMEs), to understand business requirements, ensure the proposed predictive analytics requirements are developed into the application.
- Advancing and building the core capability in data science and analytics with
- the adoption of distributed graph database;
- design and develop scale-able data science architecture
- Responsible for forward resource management, team building and staff career growth.
Requirements:
- Good Bachelor or Master degree preferably in Engineering, Computer Science, Statistics, Economics, Mathematics or related quantitative field
- 3 or more years of relevant of work experience in hands on data science, Data/ ML engineering
- Solid experience of ETL technologies will be an added advantage.
- Strong in database SQL and JSON (or XML)
- Experience in big data technologies - Hadoop, Hue, Hive, Spark etc Experience in data preparation and cleansing process
- Knowledge in using cloud and big data platform including Cloudera, AWS/ Azure/ Google and Hadoop
- Proficient in statistical modelling and machine learning techniques (classification, time series analysis, logistic regression)
- Knowledge on Best Practices on Data Governance and security
- Good Understanding of graph database/knowledge graph technologies
- Creative thinker with ability to grasp new concepts rapidly
- Detail-oriented, highly analytical and quick learner
- Adaptable and able to work independently as well as in a team
- Excellent written and oral communication skills in English
- Willing to travel and accept overseas assignment
Top Skills
Sql,Hadoop,Spark
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