Knowledge Context Engineer

Join a Global Leader in Workforce Solutions – Net2Source Inc.

Who We Are

Net2Source Inc. isn't just another staffing company, we're a powerhouse of innovation, connecting top talent with the right opportunities. Recognized for 300% growth in the past three years, we operate in 34 countries with a global team of 5,500+. Our mission? To bridge the talent gap with precision—Right Talent. Right Time. Right Place. Right Price.

Role Name

Knowledge Context Engineer

Work site

Bernards, US (Onsite)

Duration

12+ Months

Key Responsibilities

• Design, configure, and maintain catalog structures (entries, aspect types, tags, glossaries) to organize data across BigQuery, Cloud Storage, Spanner, Vertex AI, Pub/Sub, and third-party sources.
• Curate and enrich metadata — business definitions, ownership, sensitivity classifications, lineage, and usage context — so data assets are discoverable and trustworthy.
• Build and maintain semantic layers, taxonomies, and ontologies that support natural-language search and AI grounding use cases.
• Automate metadata ingestion and tagging pipelines (e.g., via Dataplex APIs, Cloud Functions, or Dataform) to keep the catalog continuously up to date.
• Partner with data engineering, data governance, and business stakeholders to define and enforce cataloging standards, naming conventions, and data classification policies.
• Support data quality and profiling initiatives, publishing scan results as catalog metadata.
• Monitor catalog health, resolve metadata gaps or inconsistencies, and drive adoption across data and AI teams.
• Contribute catalog context to downstream AI/agentic use cases (e.g., enabling Gemini or MCP-based agents to query curated metadata).
• Document processes and provide training/enablement to data stewards and business users on catalog usage.

Required Qualifications

• 3+ years of experience in data engineering, data governance, or metadata management.
• Strong SQL skills; working knowledge of Python for automation/scripting.

Familiarity with metadata management concepts

lineage, data classification, business glossaries, taxonomy/ontology design.

• Understanding of data governance and compliance principles (access controls, sensitive data handling).
• Experience with APIs and automation tooling for metadata ingestion.

Preferred Qualifications

• Experience with Gemini Ent. AI /Vertex AI, RAG architectures, or grounding AI agents in curated enterprise metadata.
• Familiarity with Dataform, Cloud Composer/Airflow, or similar orchestration tools.
• Exposure to data mesh or federated governance models.
• Prior consulting or client-facing experience.

Soft Skills

• Strong attention to detail and a structured, systematic approach to organizing information.
• Ability to translate technical metadata into business-friendly context.
• Collaborative mindset — comfortable working across data engineering, governance, and business teams.
• Clear written and verbal communication for documentation and stakeholder enablement.
• Ingest metadata from knowledge sources
• Curation of Knowledge Assets – Business glossaries, tagging, aspect definition
• Build workflows to review and approve knowledge assets with key stakeholders
• Identify knowledge gaps and mitigation

Why Work With Us?

We believe in more than just jobs—we build careers. At Net2Source, we champion leadership at all levels, celebrate diverse perspectives, and empower you to make an impact. Think work-life balance, professional growth, and a collaborative culture where your ideas matter.

Our Commitment to Inclusion & Equity

Net2Source is an equal opportunity employer, dedicated to fostering a workplace where diverse talents and perspectives are valued. We make all employment decisions based on merit, ensuring a culture of respect, fairness, and opportunity for all, regardless of age, gender, ethnicity, disability, or other protected characteristics.

Awards & Recognition

• America's Most Honored Businesses (Top 10%)
• Fastest-Growing Staffing Firm by Staffing Industry Analysts
• INC 5000 List for Eight Consecutive Years
• Top 100 by Dallas Business Journal
• Spirit of Alliance Award by Agile1

Ready to Level Up Your Career?

Click Apply Now and let's make it happen.

Best regards,

Juan C. Matus

Sr. Customer Success Manager