Head of Data

2 weeks ago

Singapore CGP集团 Full time

Summary- Our client, a leading conglomerate in the transportation industry. As part of their digital transformation journey, they are hiring a Head of Data, to lead the data scientist, analyst & engineers to turn the massive data collected by the group into commercial assets and products supporting various products on offer.-
- Job description- Responsibilities:
- Work with stakeholders from different functions of the company to architect and design analytics solutions to meet business objectives
- Develop an enterprise data science strategy to achieve scale, synergies and sustainability of model deployment across the data team
- Conduct analysis and cultivate continuous improvement program to improve quality, productivity and delivery
- Carry out vigorous analyses of business problems on structured and unstructured data with advanced quantitative techniques
- Build and develop data models, data automation systems, performance metrics, and reporting systems
- Develop and train predictive / ML models using a diversity of machine learning tools and frameworks
- Oversee the delivery of insights and reports used for analyzing business functions and performance metrics
- Provide strategic leadership and technical knowledge to the data team.
- **Requirements**:

- Master's Degree or Degree in Computer Science, Data Analytics, Statistics or equivalent
- More than 10 years’ experience in quantitative analysis and data science such as machine learning or predictive modelling
- More than 3 years of people management experience
- Expertise in various ML concepts, frameworks and techniques such as logistic regression, clustering, dimensionality reduction, recommendation systems, neural nets etc.
- Strong understanding of data infrastructure technologies such Spark, TensorFlow etc
- Familiar with data engineering methodologies, including SQL, and ETL and experience in manipulating data sets with structured and unstructured data using Hadoop, AWS or other big data platforms
- Proficient in data visualization and the use of dashboarding tools (e.g. Tableau, Power BI)
- Experience in development or delivery of products and solutions with a focus on data-driven systems
- Experience in development of Data Models
- Strong analytical and problem-solving skills
- Effective in working across functions and teams to drive projects and critical initiatives to completion

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