AREAS OF EXPERTISE IN DATA SCIENCE

DATA ENGINEERING AND DATA WAREHOUSING Data Engineering refers to transforming data into a useful format for analysis This often involves managing the source, structure, quality, storage, and accessibility of the data so that it can be queried and analyzed by other analysts. Related Jobs: Data Engineer, Database Developer, Data Analyst

DATA MINING AND STATISTICAL ANALYSIS

 Data Mining refers to the application of statistics in the form of exploratory data analysis and predictive models to reveal patterns and trends in data from existing data sources. Related Jobs: Data Scientist, Business Analyst, Statistician

CLOUD AND DISTRIBUTED COMPUTING 

Cloud and System Architecture refers to designing and implementing enterprise infrastructure and platforms required for cloud and distributed computing Related Jobs: Cloud Architect, Cloud Engineer, Platform Engineer.

DATABASE MANAGEMENT AND ARCHITECTURE 

This role is responsible for designing, deploying, and maintaining databases in support of high volume, complex data transactions for specific services or groups of services. Related Jobs: Database Analyst, Database Administrator, Data Specialist

SOLUTION BUSINESS INTELLIGENCE AND STRATEGY 

Key responsibilities in Bl include improving back-end data sources for increased accuracy and simplicity, building tailored analytics solutions, managing dashboards, reporting to stakeholders, identifying opportunities and recognizing best practices in reporting and analysis Related Jobs: Bl Engineer, BI Developer, BI Analyst, Data Strategist

ML / COGNITIVE COMPUTING DEVELOPMENT This is a larger, more complex version of data mining and statistical analysis. They focus more on getting all the input you need to feed the model; building data pipelines, A/B testing and benchmarking infrastructure. Related Jobs: ML Engineer, Al Specialist, Cognitive Developer, Researcher

DATA VISUALIZATION AND PRESENTATION 

It is more graphic design oriented. Related Jobs: Data Viz Engineer, Data Viz Developer, Software Developer OPERATIONS-RELATED DATA ANALYTICS These type of roles focus on leveraging the tools and data provided by the other members of the data science team in order to find opportunities of improvement within the operations of the business. Related Jobs: Planning Analyst, Decisions Analyst, Communications Analyst

MARKET-RELATED DATA ANALYTICS 

These people tend to focus on more external data related to customers, sales and marketing, yet their purpose is similar to those in operations: track performance and find opportunities. Related Jobs: Web Analyst, Product Analyst, Market Analyst, Sales Analyst

 SECTOR-SPECIFIC DATA ANALYTICS

 Eg. Healthcare, Finance, Insurance, etc. technical expertise of these roles will depend on the expectations of the company hiring and the tools they use.

Related Jobs: Data Analyst, Business Analyst,