DCAM, CDMC, Open Knowledge Graph, Data Ethics and Responsible AI Qualifications • 10+ years of experience in data architecture, process automation, implementation and large-scale data engineering ...
DCAM, CDMC, Open Knowledge Graph, Data Ethics and Responsible AI Qualifications • 10+ years of experience in data architecture, process automation, implementation and large-scale data engineering ...
Knowledge of AI governance, model validation, and data ethics. * Harnessed the power of Microsoft Copilot to transform enterprise operations-boosting efficiency, accelerating insights, and enabling ...
Knowledge of AI governance, model validation, and data ethics. * Harnessed the power of Microsoft Copilot to transform enterprise operations-boosting efficiency, accelerating insights, and enabling ...
Stand up enterprise-wide policies for data lineage, definitions, data ethics, privacy, security, retention, and lifecycle oversight. * Introduce a structured governance operating model spanning ...
Stand up enterprise-wide policies for data lineage, definitions, data ethics, privacy, security, retention, and lifecycle oversight. * Introduce a structured governance operating model spanning ...
Enterprise AI-Ready Data Architect
$64.28/hr
... Data Ethics and Responsible AI Qualifications • 10+ years of experience in data architecture, process automation, implementation and large-scale data engineering, ideally in pharmaceutical • ...
Enterprise AI-Ready Data Architect
$64.28/hr
... Data Ethics and Responsible AI Qualifications • 10+ years of experience in data architecture, process automation, implementation and large-scale data engineering, ideally in pharmaceutical • ...
Promote best practices in model governance, data ethics, and responsible AI What you need: * Minimum 5-7 years of experience in data science, analytics, or predictive modeling * Experience leading ...
Promote best practices in model governance, data ethics, and responsible AI What you need: * Minimum 5-7 years of experience in data science, analytics, or predictive modeling * Experience leading ...
Lead Data Scientist
Detroit, MI · On-site
Promote best practices in model governance, data ethics, and responsible AI What you need: * Minimum 5-7 years of experience in data science, analytics, or predictive modeling * Experience leading ...
Lead Data Scientist
Detroit, MI · On-site
Promote best practices in model governance, data ethics, and responsible AI What you need: * Minimum 5-7 years of experience in data science, analytics, or predictive modeling * Experience leading ...
Director- Data Analytics and AI
Southfield, MI · On-site
$181K - $226K/yr
Experience establishing responsible AI, model risk management, and data ethics frameworks. Benefits Summary: * Medical, Dental, Vision, Prescription Drug plans * 401K with 4% Company Match * Vacation ...
Director- Data Analytics and AI
Southfield, MI · On-site
$181K - $226K/yr
Experience establishing responsible AI, model risk management, and data ethics frameworks. Benefits Summary: * Medical, Dental, Vision, Prescription Drug plans * 401K with 4% Company Match * Vacation ...
Senior Data Scientist
San Francisco, CA · On-site
A groundbreaking leader in consumer privacy, data ethics, and foundational identity, LiveRamp is setting the new standard for building a connected customer view with unmatched clarity and context ...
Senior Data Scientist
San Francisco, CA · On-site
A groundbreaking leader in consumer privacy, data ethics, and foundational identity, LiveRamp is setting the new standard for building a connected customer view with unmatched clarity and context ...
A groundbreaking leader in consumer privacy, data ethics, and foundational identity, LiveRamp is setting the new standard for building a connected customer view with unmatched clarity and context ...
A groundbreaking leader in consumer privacy, data ethics, and foundational identity, LiveRamp is setting the new standard for building a connected customer view with unmatched clarity and context ...
Senior Manager Data and AI Products
Deerfield, IL · On-site +1
Support responsible and ethical use of data and AI technologies by incorporating privacy, data ethics, bias mitigation, and governance considerations into product design and implementation. * Support ...
Senior Manager Data and AI Products
Deerfield, IL · On-site +1
Support responsible and ethical use of data and AI technologies by incorporating privacy, data ethics, bias mitigation, and governance considerations into product design and implementation. * Support ...
Data 360 Success Architect (Portuguese Speaking)
Chicago, IL · On-site
$65.75 - $84.50/hr
Values the importance of Data Ethics and Privacy by ensuring that customer solutions adhere to relevant regulations and best practices in data security and privacy * Degree or equivalent experience ...
Data 360 Success Architect (Portuguese Speaking)
Chicago, IL · On-site
$65.75 - $84.50/hr
Values the importance of Data Ethics and Privacy by ensuring that customer solutions adhere to relevant regulations and best practices in data security and privacy * Degree or equivalent experience ...
Topics of interest include foundations and applications of artificial intelligence, machine learning, large language models, scientific AI and machine learning, data ethics and privacy, data ...
Topics of interest include foundations and applications of artificial intelligence, machine learning, large language models, scientific AI and machine learning, data ethics and privacy, data ...
Support responsible and ethical use of data and AI technologies by incorporating privacy, data ethics, bias mitigation, and governance considerations into product design and implementation. * Support ...
Support responsible and ethical use of data and AI technologies by incorporating privacy, data ethics, bias mitigation, and governance considerations into product design and implementation. * Support ...
Data 360 Success Architect (Portuguese Speaking)
Bellevue, WA · On-site
$72 - $92.50/hr
Values the importance of Data Ethics and Privacy by ensuring that customer solutions adhere to relevant regulations and best practices in data security and privacy * Degree or equivalent experience ...
Data 360 Success Architect (Portuguese Speaking)
Bellevue, WA · On-site
$72 - $92.50/hr
Values the importance of Data Ethics and Privacy by ensuring that customer solutions adhere to relevant regulations and best practices in data security and privacy * Degree or equivalent experience ...
Exposure to AI/ML governance or data ethics concepts * Analytical thinking & problem solving * Stakeholder facilitation At Haskell, we offer a comprehensive benefits package, including health ...
Exposure to AI/ML governance or data ethics concepts * Analytical thinking & problem solving * Stakeholder facilitation At Haskell, we offer a comprehensive benefits package, including health ...
Data 360 Success Architect (Portuguese Speaking)
Bellevue, WA · On-site
$72 - $92.50/hr
Values the importance of Data Ethics and Privacy by ensuring that customer solutions adhere to relevant regulations and best practices in data security and privacy * Degree or equivalent experience ...
Data 360 Success Architect (Portuguese Speaking)
Bellevue, WA · On-site
$72 - $92.50/hr
Values the importance of Data Ethics and Privacy by ensuring that customer solutions adhere to relevant regulations and best practices in data security and privacy * Degree or equivalent experience ...
Values the importance of Data Ethics and Privacy by ensuring that customer solutions adhere to relevant regulations and best practices in data security and privacy * Degree or equivalent experience ...
Values the importance of Data Ethics and Privacy by ensuring that customer solutions adhere to relevant regulations and best practices in data security and privacy * Degree or equivalent experience ...
Data 360 Success Architect (Portuguese Speaking)
Atlanta, GA · On-site
$61.25 - $78.75/hr
Values the importance of Data Ethics and Privacy by ensuring that customer solutions adhere to relevant regulations and best practices in data security and privacy * Degree or equivalent experience ...
Data 360 Success Architect (Portuguese Speaking)
Atlanta, GA · On-site
$61.25 - $78.75/hr
Values the importance of Data Ethics and Privacy by ensuring that customer solutions adhere to relevant regulations and best practices in data security and privacy * Degree or equivalent experience ...
Senior Manager Data and AI Products
Deerfield, IL · On-site +1
Support responsible and ethical use of data and AI technologies by incorporating privacy, data ethics, bias mitigation, and governance considerations into product design and implementation. * Support ...
Senior Manager Data and AI Products
Deerfield, IL · On-site +1
Support responsible and ethical use of data and AI technologies by incorporating privacy, data ethics, bias mitigation, and governance considerations into product design and implementation. * Support ...
Senior Big Data Engineer
$53.50 - $70.75/hr
A groundbreaking leader in consumer privacy, data ethics, and foundational identity, LiveRamp is setting the new standard for building a connected customer view with unmatched clarity and context ...
Senior Big Data Engineer
$53.50 - $70.75/hr
A groundbreaking leader in consumer privacy, data ethics, and foundational identity, LiveRamp is setting the new standard for building a connected customer view with unmatched clarity and context ...
Data Ethics information
See salary details
$46K - $64K
1% of jobs
$64K - $81.9K
2% of jobs
$81.9K - $99.9K
4% of jobs
$99.9K - $117.8K
9% of jobs
$133.1K is the 25th percentile. Wages below this are outliers.
$117.8K - $135.8K
11% of jobs
$135.8K - $153.7K
7% of jobs
The median wage is $159.5K / yr.
$153.7K - $171.7K
50% of jobs
$171.7K - $189.6K
2% of jobs
$189.6K - $207.6K
1% of jobs
$207.6K - $225.5K
0% of jobs
$225.5K - $243.5K
13% of jobs
$46K
$165K
$243.5K
How much do data ethics jobs pay per year?
What jobs will boom in 2026?
What does a data ethicist do?
What is a Data Ethics job?
A Data Ethics job involves ensuring that data is collected, stored, and used in a responsible, fair, and transparent manner. Professionals in this role develop guidelines, assess risks, and implement ethical policies to address issues like bias, privacy, and data misuse. They collaborate with data scientists, legal teams, and policymakers to align data practices with ethical and legal standards.
What are some common challenges faced by professionals in data ethics roles?
Professionals in data ethics often encounter challenges such as balancing business objectives with privacy concerns, navigating evolving regulations, and identifying potential ethical risks in new technologies. They regularly collaborate with legal, compliance, IT, and product development teams to implement policies and ensure ethical data use throughout the organization. Additionally, the rapidly changing landscape of data-related laws and emerging technologies requires continuous learning and adaptability. Overcoming these challenges is essential for fostering responsible data practices and protecting both organizational and public interests.
How to become a data ethicist?
What are the key skills and qualifications needed to thrive in the Data Ethics position, and why are they important?
A strong background in data governance, privacy law, and ethical frameworks is critical for success in data ethics roles, often supported by degrees in data science, law, or related fields. Familiarity with data protection regulations (like GDPR or CCPA), risk assessment tools, and certifications such as CIPP or CDPSE is highly valued. Excellent communication, critical thinking, and cross-functional collaboration skills help professionals effectively advocate for ethical data practices and influence key stakeholders. These competencies ensure organizations responsibly manage data, maintain compliance, and build public trust.
Is 40 too late for data science?

Job description
The Enterprise AI-Ready Data Architect / Senior Data Engineer is a hybrid role with a focus on enterprise data architecture, AI integration, and hands-on data engineering. You will design and implement AI-ready, analytics-ready data products and semantic layers (including ontologies) that enable scalable enterprise analytics and integration with AI agents and GenAI use cases. You will embed governance-by-design (quality, lineage, contracts, observability) and partner closely with business and technology stakeholders—in pharmaceutical domains.
Key Responsibilities- Enterprise Data Architecture (AI-Ready by Design)
- Define and deliver strategic enterprise data architectures that scale and support AI-ready outcomes.
- Design data workflows capturing as-is and to-be states for enterprise modernization.
- Establish architecture patterns for:
- Semantic Context Layer
- Data Warehouses, Data Lakehouses
- Data Catalogs and Data Marketplaces
- Event-driven and metadata-driven architectures
- Distributed data management (Data Mesh, Data Fabric, Domain-Driven Design)
- Streaming data management
- Data Products, Semantic Products, and Master Data
- Design data products that are AI-ready and reusable across domains and use cases.
- Build and govern semantic models, metrics-first modeling, and ontologies (knowledge graph concepts).
- Deliver Master Data Management (MDM) capabilities and align master/reference data with business needs.
- Support structured and unstructured data management to enable broader AI and analytics capabilities.
- AI Integration and GenAI Enablement
- Enable contextual intelligence and data enrichment using:
- Contextual retrieval, entity linking, enrichment using LLMs and embeddings
- Vector search, RAG pipelines, and LLM-based enrichment
- Implement graph-based approaches:
- RDF, OWL, and SPARQL querying
- Property graph / knowledge graph modeling for relationships and reasoning
- Enable contextual intelligence and data enrichment using:
- Data Engineering Delivery
- Design and implement robust ETL/ELT pipelines and orchestration frameworks.
- Develop high-quality transformations and data modeling using:
- Advanced SQL
- Tools such as dbt, Airflow, Dataiku
- Ensure production-grade engineering practices for performance, reliability, and maintainability across pipelines.
- Governance and Standards (Embedded)
- Implement open-source data standards across:
- Data contracts
- Data quality
- Data lineage
- Lead metadata-driven governance through metadata management, observability, and policy-aligned design.
- Implement open-source data standards across:
• Advanced SQL proficiency • Data platforms and governance tooling experience (one or more): Snowflake, Databricks, Collibra, Salesforce • ELT/ETL and orchestration: dbt, Airflow, Dataiku • BI and reporting: Power BI • Cloud platforms: AWS, Azure, GCP • Modern architecture and data management: Data Mesh, Data Fabric, streaming, metadata-driven architecture • Graph and semantic technologies: Knowledge graphs, property graphs (Neo4J), RDF/OWL, SPARQL, graph query languages
Domain and Modeling Expertise• Experience with data modeling techniques: Conceptual, logical, physical modeling—preferably for the pharmaceutical industry • Semantic modeling, ontology design, and reusable metric layers • MDM concepts and implementation approaches
AI and GenAI Enablement Skills• Familiarity with GenAI technologies for enhancing analysis/reporting and data enrichment • Experience with embeddings, vector search, RAG patterns, and entity resolution/linking concepts
Nice to Have• Experience with Palantir platform
Recommended Certifications• CDMP (DAMA) • TOGAF • EDM Council frameworks: DCAM, CDMC, Open Knowledge Graph, Data Ethics and Responsible AI
Qualifications• 10+ years of experience in data architecture, process automation, implementation and large-scale data engineering, ideally in pharmaceutical • Advanced technical engineering and hands-on experience in data modeling for OLAP, workflow automation, AI/ML integration • ETL pipeline design and development • Bachelor's degree in computer science, information technology, engineering, or data science • Strong problem-solving skills and attention to detail. • Excellent communication skills with the ability to work with senior stakeholders to translate business requirements to technical data requirements