CGI
Senior Data Engineer
CGI, Fairfax, Virginia, United States, 22032
Senior Data Engineer
Position DescriptionBecome part of a team to help a large government agency support transformative biomedical and health breakthroughs. CGI Federal is seeking a Data Engineer to support advanced research projects that will provide healthcare solutions for all.This is a hybrid role requiring 2 days onsite/week in Fairfax, VA or Baltimore, MDYour future duties and responsibilitiesDevelop and maintain data pipelines for integrating biomedical datasets securely, adhering to privacy-preserving methodologies.Interprets data, analyzes results using statistical techniques, and provides ongoing reports.Collaborate with the ML Ops Engineer on smooth flow of data for training and deployment of privacy-focused ML models.Executes quantitative analyses that translate data into actionable insights.Optimize data storage and retrieval processes for efficiency.Provides analytical and data-driven decision-making support for key projects.Designs, manages, and conducts quality control procedures for data sets using data from multiple systems.Creates data collection frameworks for structured and unstructured data.Applies data extraction, transformation, and loading techniques in order to connect large data sets from a variety of sources.Applies and implements best practices for data auditing, scalability, reliability, and application performance.Develops data models by studying existing data warehouse architecture; evaluating alternative logical data models including planning and execution tables; applying metadata and modeling standards, guidelines, conventions, and procedures; planning data classes and sub-classes, indexes, directories, repositories, messages, sharing, replication, back-up, retention, and recovery.Required qualifications to be successful in this roleBachelor's degree in computer science, Engineering, Physics, Mathematics or a related technical or scientific field with a minimum of 8 years of experience in data management.Proficiency in languages such as Python, SQL, and R is essential. These languages are used for data manipulation, analysis, and scripting.Knowledge of how to build and maintain database systems.Able to use services on Azure like Azure Data Factory.Understanding both relational databases (e.g., MySQL, PostgreSQL) and NoSQL databases (e.g., MongoDB, Cassandra) is valuable.Familiarity with ETL tools and processes is crucial for data integration and transformation.Knowledge of big data technologies like Hadoop, Spark, and Kafka is essential for handling large-scale data processing.Understanding data warehousing concepts and tools (e.g., Amazon Redshift, Google BigQuery) is important.Possesses a foundational understanding of machine learning principles, algorithms, and statistical concepts is beneficial.Requires strong organizational and communication skills, written and verbal, with the ability to work well with cross-functional teams and troubleshoot issues and optimize data workflows.Nice to Have:Emerging Technologies (e.g. Blockchain, Zero trust)CGI is required by law in some jurisdictions to include a reasonable estimate of the compensation range for this role. The determination of this range includes various factors not limited to: skill set level; experience and training; and licensure and certifications. CGI typically does not hire individuals at or near the top of the range for their role. Compensation decisions are dependent on the facts and circumstances of each case. A reasonable estimate of the current range is $91,500 - $160,200.Insights you can act onWhile technology is at the heart of our clients' digital transformation, we understand that people are at the heart of business success.When you join CGI, you become a trusted advisor, collaborating with colleagues and clients to bring forward actionable insights that deliver meaningful and sustainable outcomes.At CGI, we recognize the richness that diversity brings. We strive to create a work culture where all belong and collaborate with clients in building more inclusive communities. As an equal-opportunity employer, we want to empower all our members to succeed and grow.Ready to become part of our success story? Join CGI - where your ideas and actions make a difference.Qualified applicants will receive consideration for employment without regard to their race, ethnicity, ancestry, color, sex, religion, creed, age, national origin, citizenship status, disability, pregnancy, medical condition, military and veteran status, marital status, sexual orientation or perceived sexual orientation, gender, gender identity, and gender expression, familial status, political affiliation, genetic information, height, weight, or any other legally protected status or characteristics.
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Position DescriptionBecome part of a team to help a large government agency support transformative biomedical and health breakthroughs. CGI Federal is seeking a Data Engineer to support advanced research projects that will provide healthcare solutions for all.This is a hybrid role requiring 2 days onsite/week in Fairfax, VA or Baltimore, MDYour future duties and responsibilitiesDevelop and maintain data pipelines for integrating biomedical datasets securely, adhering to privacy-preserving methodologies.Interprets data, analyzes results using statistical techniques, and provides ongoing reports.Collaborate with the ML Ops Engineer on smooth flow of data for training and deployment of privacy-focused ML models.Executes quantitative analyses that translate data into actionable insights.Optimize data storage and retrieval processes for efficiency.Provides analytical and data-driven decision-making support for key projects.Designs, manages, and conducts quality control procedures for data sets using data from multiple systems.Creates data collection frameworks for structured and unstructured data.Applies data extraction, transformation, and loading techniques in order to connect large data sets from a variety of sources.Applies and implements best practices for data auditing, scalability, reliability, and application performance.Develops data models by studying existing data warehouse architecture; evaluating alternative logical data models including planning and execution tables; applying metadata and modeling standards, guidelines, conventions, and procedures; planning data classes and sub-classes, indexes, directories, repositories, messages, sharing, replication, back-up, retention, and recovery.Required qualifications to be successful in this roleBachelor's degree in computer science, Engineering, Physics, Mathematics or a related technical or scientific field with a minimum of 8 years of experience in data management.Proficiency in languages such as Python, SQL, and R is essential. These languages are used for data manipulation, analysis, and scripting.Knowledge of how to build and maintain database systems.Able to use services on Azure like Azure Data Factory.Understanding both relational databases (e.g., MySQL, PostgreSQL) and NoSQL databases (e.g., MongoDB, Cassandra) is valuable.Familiarity with ETL tools and processes is crucial for data integration and transformation.Knowledge of big data technologies like Hadoop, Spark, and Kafka is essential for handling large-scale data processing.Understanding data warehousing concepts and tools (e.g., Amazon Redshift, Google BigQuery) is important.Possesses a foundational understanding of machine learning principles, algorithms, and statistical concepts is beneficial.Requires strong organizational and communication skills, written and verbal, with the ability to work well with cross-functional teams and troubleshoot issues and optimize data workflows.Nice to Have:Emerging Technologies (e.g. Blockchain, Zero trust)CGI is required by law in some jurisdictions to include a reasonable estimate of the compensation range for this role. The determination of this range includes various factors not limited to: skill set level; experience and training; and licensure and certifications. CGI typically does not hire individuals at or near the top of the range for their role. Compensation decisions are dependent on the facts and circumstances of each case. A reasonable estimate of the current range is $91,500 - $160,200.Insights you can act onWhile technology is at the heart of our clients' digital transformation, we understand that people are at the heart of business success.When you join CGI, you become a trusted advisor, collaborating with colleagues and clients to bring forward actionable insights that deliver meaningful and sustainable outcomes.At CGI, we recognize the richness that diversity brings. We strive to create a work culture where all belong and collaborate with clients in building more inclusive communities. As an equal-opportunity employer, we want to empower all our members to succeed and grow.Ready to become part of our success story? Join CGI - where your ideas and actions make a difference.Qualified applicants will receive consideration for employment without regard to their race, ethnicity, ancestry, color, sex, religion, creed, age, national origin, citizenship status, disability, pregnancy, medical condition, military and veteran status, marital status, sexual orientation or perceived sexual orientation, gender, gender identity, and gender expression, familial status, political affiliation, genetic information, height, weight, or any other legally protected status or characteristics.
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