Data Architect

Key Responsibilities:

? Identify valuable data sources and automate collection processes

? Undertake preprocessing of structured and unstructured data

? Employ various data profiling and data mining techniques

? Analyze large amounts of information to discover trends and patterns

? Build predictive models and machine?learning algorithms

? Interact with our clients to help them understand the data sets we offer and the modelling opportunities available

? Present information using data visualization techniques

? Propose solutions and strategies to business challenges

? Collaborate with engineering and product development teams

? Help build a reusable machine learning frameworks that will allow us to automatically modelling data and review results

Skill Set and Knowledge Requirements

Function:

Data Transformation & Warehousing

Dashboard Business Intelligence

Business Intelligence

System Development

Technical Skills:

Expert understand of various forms of SQL development

Very strong understanding of Hadoop

Good understanding of Matplotlib and/or Seaborn

Expert development understanding using Unix shell

(bash), Python and standard packages such as Numpy

and Pandas

Strong machine learning background utilizing Scikit?Learn and TensorFlow

Business Product or Process Knowledge:

Data mining techniques using standard Python packages

Vendor Application Knowledge:

At least 8 years experience with:

MS SQL Server

Hadoop

Matplotlib/Seaborn

Pandas, Numpy

Scikit?Learn, TensorFlow