What skills does a chief data officer need?

A chief data officer needs 16 essential skills including information structure, data mining, visual presentation techniques, decision support systems, business processes. Core competencies include .

Will AI replace chief data officer jobs?

The AI disruption score for chief data officer is 83/100 (very high risk). Some tasks may be automated but the role will evolve rather than disappear entirely.

Manufacturing & ProductionProduction and specialised services managersISCO 1330

chief data officer

Chief data officers manage companies' enterprise-wide data administration and data mining functions. They ensure data are used as a strategic business asset at the executive level and implement and support a more collaborative and aligned information management infrastructure for the benefit of the organisation at large.

European Skills Framework

Skills and knowledge areas required for this occupation based on European classification.

Essential (16)

information structureinformation structureThe type of infrastructure which defines the format of data: semi-structured, unstructured and structured.data miningdata miningThe methods of artificial intelligence, machine learning, statistics and databases used to extract content from a dataset.visual presentation techniquesvisual presentation techniquesThe visual representation and interaction techniques, such as histograms, scatter plots, surface plots, tree maps and parallel coordinate plots, that can be used to present abstract numerical and non-...decision support systemsdecision support systemsThe ICT systems that can be used to support business or organisational decision making.business processesbusiness processesProcesses which an organisation applies to improve efficiency, set new objectives and reach goals in a profitable and timely manner.data storagedata storageThe physical and technical concepts of how digital data storage is organised in specific schemes both locally, such as hard-drives and random-access memories (RAM) and remotely, via network, internet ...data ethicsdata ethicsThe subfield of ethics that assess whether data practices are considerable ethical. It assesses processes such as collecting, analysing and disseminating structured and unstructured data that might ne...data sciencedata scienceThe field of study that deals with big amount of data using AI techniques such as machine learning algorithms to predict patterns and obtain useful information to make business decisions.manage ICT data classificationmanage ICT data classificationOversee the classification system an organisation uses to organise its data. Assign an owner to each data concept or bulk of concepts and determine the value of each item of data.define technology strategydefine technology strategyCreate an overall plan of objectives, practices, principles and tactics related to the use of technologies within an organisation and describe the means to reach the objectives, taking into account an...manage ICT data architecturemanage ICT data architectureOversee regulations and use ICT techniques to define the information systems architecture and to control data gathering, storing, consolidation, arrangement and usage in an organisation.define data quality criteriadefine data quality criteriaSpecify the criteria by which data quality is measured for business purposes, such as inconsistencies, incompleteness, usability for purpose and accuracy.apply information security policiesapply information security policiesImplement policies, methods and regulations for data and information security in order to respect confidentiality, integrity and availability principles.manage datamanage dataAdminister all types of data resources through their lifecycle by performing data profiling, parsing, standardisation, identity resolution, cleansing, enhancement and auditing. Ensure the data is fit ...make data-driven decisionsmake data-driven decisionsCollect data such as Key Performance Indicators (KPIs) for an organisation and use the information to formulate actions and strategies.utilise decision support systemutilise decision support systemUse the available ICT systems that can be used to support business or organisational decision making.

Optional (41)

business intelligencebusiness intelligenceThe tools used to transform large amounts of raw data into relevant and helpful business information.DB2DB2The computer program IBM DB2 is a tool for creating, updating and managing databases, developed by the software company IBM.Microsoft AccessMicrosoft AccessThe computer program Access is a tool for creating, updating and managing databases, developed by the software company Microsoft.XQueryXQueryThe computer language XQuery is a query language for retrieval of information from a database and of documents containing the needed information. It is developed by the international standards organis...databasedatabaseThe classification of databases, that includes their purpose, characteristics, terminology, models and use such as XML databases, document-oriented databases and full text databases.OpenEdge DatabaseOpenEdge DatabaseThe computer program OpenEdge Database is a tool for creating, updating and managing databases, developed by the software company Progress Software Corporation.image recognitionimage recognitionA process designed to detect and identify a feature or object in an image or video. This process is used in medical imaging, security surveillance or defect detection, among other fields. Key techniqu...data engineeringdata engineeringThe process of developing and constructing systems for implementing data collection and analysis at large scale.ObjectStoreObjectStoreThe computer program ObjectStore is a tool for creating, updating and managing databases, developed by the software company Object Design, Incorporated.MySQLMySQLThe computer program MySQL is a tool for creating, updating and managing databases, currently developed by the software company Oracle.SPARQLSPARQLThe computer language SPARQL is a query language for retrieval of information from a database and of documents containing the needed information. It is developed by the international standards organis...information extractioninformation extractionThe techniques and methods used for eliciting and extracting information from unstructured or semi-structured digital documents and sources.IBM InformixIBM InformixThe computer program IBM Informix is a tool for creating, updating and managing databases, developed by the software company IBM.information categorisationinformation categorisationThe process of classifying the information into categories and showing relationships between the data for some clearly defined purposes.resource description framework query languageresource description framework query languageThe query languages such as SPARQL which are used to retrieve and manipulate data stored in Resource Description Framework format (RDF).database development toolsdatabase development toolsThe methodologies and tools used for creating logical and physical structure of databases, such as logical data structures, diagrams, modelling methodologies and entity-relationships.information confidentialityinformation confidentialityThe mechanisms and regulations which allow for selective access control and guarantee that only authorised parties (people, processes, systems and devices) have access to data, the way to comply with ...LDAPLDAPThe computer language LDAP is a query language for retrieval of information from a database and of documents containing the needed information.PostgreSQLPostgreSQLThe computer program PostgreSQL is a free and open-source software tool for creating, updating and managing databases, developed by the PostgreSQL Global Development Group.database management systemsdatabase management systemsThe tools for creating, updating and managing databases, such as Oracle, MySQL and Microsoft SQL Server.online analytical processingonline analytical processingThe online tools which analyse, aggregate and present multi-dimensional data enabling users to interactively and selectively extract and view data from specific points of view.Filemaker (database management systems)Filemaker (database management systems)The computer program FileMaker is a tool for creating, updating and managing databases, developed by the software company FileMaker Inc.cloud technologiescloud technologiesThe technologies which enable access to hardware, software, data and services through remote servers and software networks irrespective of their location and architecture.SQL ServerSQL ServerThe computer program SQL Server is a tool for creating, updating and managing databases, developed by the software company Microsoft.unstructured dataunstructured dataThe information that is not arranged in a pre-defined manner or does not have a pre-defined data model and is difficult to understand and find patterns in without using techniques such as data mining.CA Datacom/DBCA Datacom/DBThe computer program CA Datacom/DB is a tool for creating, updating and managing databases, currently developed by the software company CA Technologies.LINQLINQThe computer language LINQ is a query language for retrieval of information from a database and of documents containing the needed information. It is developed by the software company Microsoft.data quality assessmentdata quality assessmentThe process of revealing data issues using quality indicators, measures and metrics in order to plan data cleansing and data enrichment strategies according to data quality criteria.Teradata DatabaseTeradata DatabaseThe computer program Teradata Database is a tool for creating, updating and managing databases, developed by the software company Teradata Corporation.Oracle Relational DatabaseOracle Relational DatabaseThe computer program Oracle Rdb is a tool for creating, updating and managing databases, developed by the software company Oracle.N1QLN1QLThe computer language N1QL is a query language for retrieval of information from a database and of documents containing the needed information. It is developed by the software company Couchbase.data modelsdata modelsThe techniques and existing systems used for structuring data elements and showing relationships between them, as well as methods for interpreting the data structures and relationships.develop information security strategydevelop information security strategyCreate company strategy related to the safety and security of information in order to maximise information integrity, availability and data privacy.apply change managementapply change managementManage development within an organisation by anticipating changes and making managerial decisions to ensure that the members involved are as less disturbed as possible.manage business knowledgemanage business knowledgeSet up structures and distribution policies to enable or improve information exploitation using appropriate tools to extract, create and expand business mastery.use databasesuse databasesUse software tools for managing and organising data in a structured environment which consists of attributes, tables and relationships in order to query and modify the stored data.integrate ICT dataintegrate ICT dataCombine data from sources to provide unified view of the set of these data.implement ICT risk managementimplement ICT risk managementDevelop and implement procedures for identifying, assessing, treating and mitigating ICT risks, such as hacks or data leaks, according to the company's risk strategy, procedures and policies. Analyse ...coordinate technological activitiescoordinate technological activitiesGive instructions to colleagues and other cooperating parties in order to reach the desired outcome of a technological project or achieve set goals within an organisation dealing with technology.deliver visual presentation of datadeliver visual presentation of dataCreate visual representations of data such as charts or diagrams for easier understanding.report analysis resultsreport analysis resultsProduce research documents or give presentations to report the results of a conducted research and analysis project, indicating the analysis procedures and methods which led to the results, as well as...