Apply data modeling skills (3NF and dimensional) to support analyticsready datasets. * Perform data analysis and profiling to understand source data and support quality outcomes. * Develop and ...
Apply data modeling skills (3NF and dimensional) to support analyticsready datasets. * Perform data analysis and profiling to understand source data and support quality outcomes. * Develop and ...
Apply data modeling skills (3NF and dimensional) to support analytics-ready datasets. * Perform data analysis and profiling to understand source data and support quality outcomes. * Develop and ...
Apply data modeling skills (3NF and dimensional) to support analytics-ready datasets. * Perform data analysis and profiling to understand source data and support quality outcomes. * Develop and ...
Sr Solution Architect - I_Data Architecture
Jacksonville, FL · On-site
$58.25 - $77/hr
Excellent SQL and data modeling skills (3NF, star/snowflake schemas). Knowledge of streaming and batch processing frameworks. Experience with cloud DevOps, automation, and IaC (Terraform, Azure ...
Sr Solution Architect - I_Data Architecture
Jacksonville, FL · On-site
$58.25 - $77/hr
Excellent SQL and data modeling skills (3NF, star/snowflake schemas). Knowledge of streaming and batch processing frameworks. Experience with cloud DevOps, automation, and IaC (Terraform, Azure ...
Principal Data Architect - Data Platforms
New York, NY · Hybrid
$160K - $190K/yr
Lead hands-on data modeling (3NF, dimensional, Data Vault) to ensure performance, consistency, and reuse. * Execute migration of legacy systems (SQL Server, on-prem) to cloud-based architectures ...
Principal Data Architect - Data Platforms
New York, NY · Hybrid
$160K - $190K/yr
Lead hands-on data modeling (3NF, dimensional, Data Vault) to ensure performance, consistency, and reuse. * Execute migration of legacy systems (SQL Server, on-prem) to cloud-based architectures ...
ETL Developer
Chicago, IL · On-site
$52.50 - $68.75/hr
Strong understanding of DW concepts including 3NF and Dimensional data models. Good understanding of Data Modeling techniques in Data Warehousing projects.
ETL Developer
Chicago, IL · On-site
$52.50 - $68.75/hr
Strong understanding of DW concepts including 3NF and Dimensional data models. Good understanding of Data Modeling techniques in Data Warehousing projects.
Advisor III, Data Engineering
Houston, TX · On-site
$109K - $131K/yr
... 3NF, and (nice-to-have) Data Vault 2.0 best practices. • Implement and maintain Delta Lake tables with proper partitioning, Z‑ordering, and OPTIMIZE/VACUUM strategies; manage schema evolution and ...
Advisor III, Data Engineering
Houston, TX · On-site
$109K - $131K/yr
... 3NF, and (nice-to-have) Data Vault 2.0 best practices. • Implement and maintain Delta Lake tables with proper partitioning, Z‑ordering, and OPTIMIZE/VACUUM strategies; manage schema evolution and ...
Data Architect
Saint Joseph, MI · On-site
$60.25 - $77.50/hr
... 3NF and dimensional models, modeling tools, profiling tools)
Data Architect
Saint Joseph, MI · On-site
$60.25 - $77.50/hr
... 3NF and dimensional models, modeling tools, profiling tools)
US_East | Data Engineer_L4
San Francisco, CA · On-site
Strong experience in data modeling (Conceptual, Logical, Physical, 3NF, Dimensional) at both project and enterprise level * Dimensional modeling experience with conformed dimensions across business ...
US_East | Data Engineer_L4
San Francisco, CA · On-site
Strong experience in data modeling (Conceptual, Logical, Physical, 3NF, Dimensional) at both project and enterprise level * Dimensional modeling experience with conformed dimensions across business ...
ETL Tester - Schaumburg, IL
Schaumburg, IL · On-site
Experience in UNIX commands, Autosys & ETL concepts like, Dimensions, Facts, Factls tables, SCD 1, SCD 2, joins, surrogate & primary keys, 3NF * Hands on experience in any ETL tools like Informatica ...
ETL Tester - Schaumburg, IL
Schaumburg, IL · On-site
Experience in UNIX commands, Autosys & ETL concepts like, Dimensions, Facts, Factls tables, SCD 1, SCD 2, joins, surrogate & primary keys, 3NF * Hands on experience in any ETL tools like Informatica ...
OFSAA Data Architect
$64 - $82.25/hr
Data modeling (star / 3NF / cube), ETL design and build. Extensive experience in OFSAA Infrastructure, OFSAA Data Model, & Erwin Data Modeler. Desirable Technical Skills : OBIEE Analytics and BI - ET ...
OFSAA Data Architect
$64 - $82.25/hr
Data modeling (star / 3NF / cube), ETL design and build. Extensive experience in OFSAA Infrastructure, OFSAA Data Model, & Erwin Data Modeler. Desirable Technical Skills : OBIEE Analytics and BI - ET ...
ETL Tester-Schaumburg, IL
Schaumburg, IL · On-site
Experience in UNIX commands, Autosys & ETL concepts like, Dimensions, Facts, Factls tables, SCD 1, SCD 2, joins, surrogate & primary keys, 3NF * Hands on experience in any ETL tools like Informatica ...
ETL Tester-Schaumburg, IL
Schaumburg, IL · On-site
Experience in UNIX commands, Autosys & ETL concepts like, Dimensions, Facts, Factls tables, SCD 1, SCD 2, joins, surrogate & primary keys, 3NF * Hands on experience in any ETL tools like Informatica ...
Data Modeler
Albany, NY · Remote
$56 - $72.75/hr
Proficiency in data modeling techniques and standards (3NF, Star Schema, Snowflake). * Experience working with RDBMS systems (e.g., Oracle, SQL Server, PostgreSQL). * Experience in data integration ...
Quick apply
Data Modeler
Albany, NY · Remote
$56 - $72.75/hr
Proficiency in data modeling techniques and standards (3NF, Star Schema, Snowflake). * Experience working with RDBMS systems (e.g., Oracle, SQL Server, PostgreSQL). * Experience in data integration ...
Able to build models based on 3NF and STAR Schema/Data Mart. * Define and enforce data modeling standards, tools, and best practices for enterprise data models. * Collaborate with customer ...
Able to build models based on 3NF and STAR Schema/Data Mart. * Define and enforce data modeling standards, tools, and best practices for enterprise data models. * Collaborate with customer ...
Apply data modeling skills (3NF and dimensional) to support analyticsready datasets. * Perform data analysis and profiling to understand source data and support quality outcomes. * Develop and ...
Apply data modeling skills (3NF and dimensional) to support analyticsready datasets. * Perform data analysis and profiling to understand source data and support quality outcomes. * Develop and ...
Apply data modeling skills (3NF and dimensional) to support analytics-ready datasets. * Perform data analysis and profiling to understand source data and support quality outcomes. * Develop and ...
Apply data modeling skills (3NF and dimensional) to support analytics-ready datasets. * Perform data analysis and profiling to understand source data and support quality outcomes. * Develop and ...
Data Architect
$64.50 - $82.75/hr
Dimensional (star/snowflake), 3NF, Data Vault, business glossary-to-model mapping, SCD types, time-series/event modeling. * Metadata & Governance: Practical use and integration of Data Catalogs ...
Data Architect
$64.50 - $82.75/hr
Dimensional (star/snowflake), 3NF, Data Vault, business glossary-to-model mapping, SCD types, time-series/event modeling. * Metadata & Governance: Practical use and integration of Data Catalogs ...
Apply data modeling skills (3NF and dimensional) to support analytics-ready datasets. * Perform data analysis and profiling to understand source data and support quality outcomes. * Develop and ...
Apply data modeling skills (3NF and dimensional) to support analytics-ready datasets. * Perform data analysis and profiling to understand source data and support quality outcomes. * Develop and ...
Data Architect
$64.50 - $83/hr
Dimensional (star/snowflake), 3NF, Data Vault, business glossary-to-model mapping, SCD types, time-series/event modeling. Metadata & Governance: Practical use and integration of Data Catalogs ...
Data Architect
$64.50 - $83/hr
Dimensional (star/snowflake), 3NF, Data Vault, business glossary-to-model mapping, SCD types, time-series/event modeling. Metadata & Governance: Practical use and integration of Data Catalogs ...
Apply data modeling skills (3NF and dimensional) to support analytics-ready datasets. * Perform data analysis and profiling to understand source data and support quality outcomes. * Develop and ...
Apply data modeling skills (3NF and dimensional) to support analytics-ready datasets. * Perform data analysis and profiling to understand source data and support quality outcomes. * Develop and ...
Apply data modeling skills (3NF and dimensional) to support analytics-ready datasets. * Perform data analysis and profiling to understand source data and support quality outcomes. * Develop and ...
Apply data modeling skills (3NF and dimensional) to support analytics-ready datasets. * Perform data analysis and profiling to understand source data and support quality outcomes. * Develop and ...
3Nf information
What are the key skills and qualifications needed to thrive as a 3Nf, and why are they important?
What are 3Nf jobs?
What is the difference between 3Nf vs Network Technician?
| Aspect | 3Nf | Network Technician |
|---|---|---|
| Certifications | CompTIA Security+, Cisco CCNA | CompTIA Network+, Cisco CCNA |
| Work Environment | Data centers, security teams, IT departments | Network installation, troubleshooting, maintenance |
| Industry Usage | Cybersecurity, network security roles | Networking, IT support roles |
While both 3Nf and Network Technicians work within IT and networking environments, 3Nf focuses more on cybersecurity and network security protocols, often requiring security-specific certifications. Network Technicians primarily handle network setup, troubleshooting, and maintenance. Understanding these differences helps employers and job seekers target the right roles based on skills and industry focus.

Full-time
Posted 28 days ago
Job description
About the Role
Are you curious about how marketing data turns into insights that drive business decisions? Do you enjoy working handson with data while partnering closely with business stakeholders? Are you looking to deepen your skills in analytics engineering, data modeling, and modern data platforms?
As we continue to grow our data capabilities at Baird, we are seeking a Data & Analytics Engineer (DAE) with a focus on Marketing Analytics. This role is part of our IT Data & Analytics organization and supports marketingfocused use cases such as campaign performance, customer engagement, and channel analytics. The ideal candidate blends data engineering expertise with business curiosity, strong communication skills, and hands-on experience enabling analytics for Marketing stakeholders.
This role is based in Milwaukee, WI and works closely with Marketing, Analytics, Architecture, and Delivery teams.
The Impact You'll Make
Marketing Analytics & Business Support
- Partner with Marketing teams and analysts to support analytics needs related to campaigns, customer engagement, and performance reporting.
- Help translate marketing questions into clear data requirements, datasets, and metrics.
- Support analytics use cases such as campaign reporting, segmentation, funnel analysis, and customer insights.
- Build familiarity and trust with Marketing Teams about marketing data sources and how they are used across the organization.
Data Engineering & Data Management
- Contribute to the design, build, and maintenance of data pipelines that ingest and transform marketing data.
- Apply data modeling skills (3NF and dimensional) to support analyticsready datasets.
- Perform data analysis and profiling to understand source data and support quality outcomes.
- Develop and validate sourcetotarget mappings and transformation logic.
- Implement and test endtoend data solutions under the guidance of senior engineers.
- Follow established practices to ensure sensitive data is protected and handled appropriately.
Analytics Enablement & Delivery
- Support data discovery efforts and help prototype datasets that bring together multiple data sources.
- Leverage existing tools to enable reporting and visualization for Marketing users.
- Document datasets and transformations to support usability and adoption.
- Deliver work incrementally while balancing changing priorities.
Collaboration, Learning & Growth
- Collaborate with delivery team members, architects, and business partners.
- Communicate clearly about progress, risks, and dependencies.
- Learn and apply Baird data standards, tools, and best practices.
- Seek feedback and coaching from senior Data & Analytics Engineers.
- Continuously build skills through training, documentation, and handson experience.
What You'll Bring to Baird
- 5-7 years of experience delivering data and analytics solutions in a collaborative environment.
- Experience with data engineering, analytics, or BI development.
- Strong SQL skills and familiarity with relational data concepts.
- Experience performing data analysis, profiling, and validation.
- Ability to work with business partners to understand and support analytics needs.
- Curiosity, strong problemsolving skills, and a desire to grow technically.
Technical Experience (Representative, Not Exhaustive)
- Databases / Platforms: SQL Server, Snowflake, Azure SQL Database, Azure Data Lake.
- Data Integration: SSIS, dbt, Azure Data Factory, or similar tools.
- Query & Development: SQL, TSQL, Azure Data Studio.
- BI & Analytics Tools: Power BI, Alteryx, or similar.
- Data Modeling & Governance: Basic 3NF and dimensional modeling, data mapping, data profiling, data quality concepts.
- Data Formats: CSV, JSON, XML, Parquet.
Highly Preferred (Marketing Analytics)
- Exposure to and experience with marketing or customer data (campaigns, digital engagement, CRM, or customer interaction data).
- Interest in marketing measurement concepts such as attribution, segmentation, or funnels.
- Experience working in a regulated or datasensitive environment.
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Baird is committed to diversity and provides employment opportunities to all employees and applicants for employment without regard to race, color, religion, sex, pregnancy, citizenship, national origin, age, disability, military service, veteran status, sexual orientation, gender identity or expression, genetic information, or any other status protected by law.