Lead Solution Architect (Data) (Singapore)
Agensi Pekerjaan Jeff Pam & Associates Sdn Bhd
Putrajaya, MY
10 jam yang lalu
source : Monster

In this role, you will work as Database architect / Data architect; and play the data science and lead the data engineers.

H / she must have a proven ability to drive business results with their data-based insights. They must be comfortable working with a wide range of stakeholders and functional teams.

The right candidate will have a passion for discovering solutions hidden in large data sets and working with stakeholders to improve business outcomes.

Responsibilities

• Own the definition of data architecture components for information management solutions to facilitate storage, integration, usage, access, and delivery of data assets across the enterprise.

• Development of data architecture, strategy and governance to support business, application, security and technology strategic analysis and decision making

• Develop conceptual, logical and physical data models using data modelling approaches (e.g. 3NF relational, Kimball dimensional) in standard modelling tools

• Be a trusted architect adviser to the management team and also give direction to guide the teams in solution design and implementation, being knowledgeable of data analytics trends

• Presents road-maps and architecture landscapes to senior stakeholders to fulfill the organization's data science, cognitive, analytics and reporting requirements

• Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.

• Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies.

• Assess the effectiveness and accuracy of new data sources and data gathering techniques.

• Develop custom data models and algorithms to apply to data sets.

• Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes.

• Coordinate with different functional teams to implement models and monitor outcomes.

• Develop processes and tools to monitor and analyze model performance and data accuracy.

Requirements

• At least 7 years design and development experience in enterprise data warehousing and analytics projects

• At lease 5 years of data architect and data managements

• Fluent speaking and writing in English and Chinese language for business communication needs

• Experience with ERwin Data Modeler V7 or a comparable data modeling tool.

• Experience working with and creating data architectures.

• Experience in Oracle, MSSQL, MYSQL database technologies.

• Experience using web services : AWS / RDS, Redshift.

• Experience with enterprise data management technologies, including database platforms, ETL tools, and SQL.

• Familiar with at least two of Tableau, Microstrategy, Qlikview, Informatica, ORACLE BI tools.

• Fluency and efficiency in creating technical architecture documentation, presentations and stakeholder pitches

• Knowledge and experiences advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.

and experience with applications.

• Experience using statistical computer languages (Python, SQL,R, C++, JAVA etc.) to manipulate data and draw insights from large data sets.

• Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.

and their real-world advantages / drawbacks.

• Strong problem solving skills with an emphasis on product development.

Desired Skills

• Best practices using data solutions using Map / Reduce, Hadoop, Hive, Cloudera, Spark, Kafka, MongoDB, NoSQL, Cassandra, Graph, etc

• Knowledge of Agile development methodology and concepts.

• A drive to learn and master new technologies and techniques.

• Thorough knowledge of Microsoft Office Suite products, including Visio and Project

• Good communication skills and customer relationship skills

• Knowledge of configuration management and version control processes

Education / Certifications

• Bachelor’s or Master's degree in IT or advanced education on IT / IS.

• TOGAF or other industry recognized architecture certifications preferred

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