Architect and oversee the Data Foundation layer of agentic systems: vector stores (Pinecone, Weaviate, Milvus), knowledge graphs (Neo4j), semantic layers, and Zero-ETL / real-time streaming pipelines.
Architect and oversee the Data Foundation layer of agentic systems: vector stores (Pinecone, Weaviate, Milvus), knowledge graphs (Neo4j), semantic layers, and Zero-ETL / real-time streaming pipelines.
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$60.50 - $79.75/hr
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Solution Architect IV - AI & Automation 4P/789
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$60.50 - $79.75/hr
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$18 - $40/hr
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Vector information
What is a vector?
What are some common challenges faced by professionals working in vector graphics design roles?
What are the key skills and qualifications needed to thrive as a Vector Control Specialist, and why are they important?
What is the difference between Vector vs Data Analyst?
| Aspect | Vector | Data Analyst |
|---|---|---|
| Required Credentials | Bachelor's degree in computer science, data science, or related field; knowledge of programming languages like Python or R | Bachelor's degree in statistics, mathematics, or related field; proficiency in data visualization and analysis tools |
| Work Environment | Tech companies, data-driven industries, often in collaborative teams | Business, finance, healthcare sectors; working with large datasets and reporting |
| Employer & Industry Usage | Used in tech, AI, and data science companies for machine learning and data processing | Common in corporate, consulting, and research settings for interpreting data trends |
While both Vector and Data Analyst roles involve working with data, Vector typically focuses on data processing, machine learning, and programming, whereas Data Analysts concentrate on interpreting data, creating reports, and supporting business decisions. The roles often overlap in skills but differ in primary responsibilities and industry focus.
What are popular job titles related to Vector jobs in Tucker, GA?
For Vector jobs in Tucker, GA, the most frequently searched job titles are:
What cities near Tucker, GA are hiring for Vector jobs?
Cities near Tucker, GA with the most Vector job openings:

Full-time
Re-posted 2 days ago
Forvis Mazars rating
8.1
Based on 30 frontline employees who took The Breakroom Quiz
12th of 23 rated bookkeepers and accountants
Job description
The Director of Data & Intelligence serves as a senior leader within the Analytics and Applied Intelligence (AAI) practice and is accountable for the Data Foundation layer (Layer 1) of the firm's agentic intelligence framework, including the semantic fabric, vector stores, knowledge graphs, MCP connectors, and Zero-ETL pipelines that power autonomous systems and Client Zero solutions. This leader provides strategic direction, mentorship, technical coaching, and people leadership to the firm's Data & Intelligence Engineers, including professionals transitioning from Backend Data Designer and Data Engineer roles. Operating as a peer and key collaborator to the senior leaders of the AI Solutions Architects and Intelligence Designers teams, this role partners closely on solution architecture, end-to-end agentic delivery, and the development of Center of Excellence standards. The position follows a flexible hybrid work model with approximately 10% travel and requires availability during Eastern Standard Time (EST) business hours. Due to project requirements, all professionals serving in this role must reside and perform all work within the United States. Candidates must be legally authorized to work in the United States now and in the future. Verification of employment eligibility will be required at the time of hire, and visa sponsorship is not available for this position.
What You Will Do:
- Lead the Data & Intelligence Engineering discipline across the AAI practice - setting technical direction, quality standards, and delivery patterns for the Layer 1 Data Foundation that supports delivery.
- Provide coaching, career development, and performance feedback to Data & Intelligence Engineers.
- Partner with peer leaders of the AI Solutions Architects and Intelligence Designers to define solution architecture, hand-offs across the three logic layers (Data, Reasoning, Validation), and shared standards for MCP, evals, and HITL.
- Contribute to the AAI Center of Excellence (Hub) - selecting frontier tooling, codifying standards (Zero-ETL, vector DBs, knowledge graphs, MCP), and ensuring cross-team knowledge sharing.
- Represent the practice on AI Ethics, model governance, data sovereignty, and responsible AI guardrails, in alignment with the AAI Steering Committee and Client Zero principles.
- Architect and oversee the Data Foundation layer of agentic systems: vector stores (Pinecone, Weaviate, Milvus), knowledge graphs (Neo4j), semantic layers, and Zero-ETL / real-time streaming pipelines.
- Thorough understanding of data modeling, relational, and non-relational principles; expert level SQL
- Expertise in Python data engineering packages and patterns, including Python and PySpark
- Familiarity and experience with the different data engineering platforms commonly used such as Fabric, Databricks, Snowflake, Synapse
- Solid leadership-level fluency with cloud fundamentals (Azure preferred, GCP, AWS) and modern data architecture (lakehouse, data contracts, governance, lineage)
- Expected to actively collaborate with clients and team members to meet project objectives and timelines; Strong communication skills (verbal and written) for executive, client, and team audiences.
- Experience with building, testing and deploying data pipelines, ML/AI models; understanding of GenAI/Agentic AI use cases (experience strongly preferred)
- Design and govern MCP (Model Context Protocol) connectors that securely expose enterprise sources (Jira, CRM, ERP, lakehouse) as tools consumable by agents and frontier models.
- Set standards for Graph-RAG, RAG optimization, chunking strategy, and retrieval evaluation to minimize hallucinations and ensure high-quality context for downstream LLM components.
- Partner with AI Solutions Architects to ensure data tools, semantic layers, and MCP services meet the needs of agentic workflows (LangChain, LangGraph, CrewAI) and frontier model integrations (GPT, Claude, Gemini).
- Partner with Intelligence Designers to ensure data structures support HITL workflows, Action Centers, evals, and Golden Set testing.
- Enforce row-/column-level security, federated identity (Entra ID / OAuth), and policy-as-code guardrails across all agent-accessible data.
Minimum Qualifications:
- BS in data science, computer science or other related fields (MS strongly preferred)
- 8+ years of relevant data engineering / data science experience, with demonstrated depth in modern data architecture (Zero-ETL, vector/graph databases, semantic layers, RAG)
- 7+ years of experience leading, coaching, and developing teams of professionals (typically 5-10+), including senior individual contributors; consulting environment strongly preferred.
- Proven track record partnering with peer technical leaders (e.g., solutions architecture, UX/interface design) to deliver integrated, multidisciplinary platforms.
- Demonstrated experience deploying RAG architectures and MCP-based integrations in production environments, including evaluation frameworks (evals, RAGAS, Golden Set testing) for probabilistic systems.
- Familiarity with AI Ethics, responsible AI guardrails, and governance frameworks suitable for enterprise and regulated environments.
Preferred Qualifications:
- Prior experience in professional services or consulting, ideally leading a data engineering or applied AI practice area.
- Experience translating client business problems into agentic data architectures (semantic layers, knowledge graphs, MCP tool design).
- Hands-on exposure to LLM orchestration frameworks (LangChain, LangGraph, CrewAI) sufficient to coach engineers on integration patterns.
- Experience with production agent monitoring, observability, SLA design, and incident response for probabilistic systems (in partnership with the Agent Operations Lead).
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About Forvis Mazars, LLP
Forvis Mazars, LLP is an independent member of Forvis Mazars Global, a leading global professional services network. Ranked among the largest public accounting firms in the United States, our 7,000+ team members deliver assurance, tax, and consulting services to clients in all 50 states and internationally.
With a legacy spanning more than 100 years, we're building something different. We are guided by a shared promise: Together, we create extraordinary experiences. That means delivering an Unmatched Client Experience® while creating a workplace where relationships matter, learning fuels growth, and every person feels valued and supported to thrive.
What We Offer
Our robust total rewards program and flexible work environment reflect our commitment to people, careers, and well-being-empowering our team to grow and thrive while delivering exceptional service. To explore what makes working at Forvis Mazars special, visit www.forvismazars.us/careers.
Legal Notice
Forvis Mazars, LLP is an equal opportunity/affirmative action employer in accordance with applicable law. Employment selection and related decisions are made without regard to age, race, color, sex, sexual orientation, national origin, religion, genetic information, disability, protected veteran status, gender identity, or other protected classifications.
It is Forvis Mazars, LLP standard policy not to accept unsolicited referrals or resumes from any source other than directly from candidates.
Forvis Mazars, LLP expressly reserves the right not to consider any unsolicited referrals, resumes or CVs from vendors including and without limitation, search firms, staffing agencies, fee-based referral services, and recruiting agencies.
Forvis Mazars, LLP further reserves the right not to pay a fee to a recruiter or recruiting agency unless such recruiter or recruiting agency has a signed vendor agreement with Forvis Mazars, LLP. Any resume(s) or CV(s) submitted to anyone working for Forvis Mazars, LLP, or submitted to a Forvis Mazars, LLP general email, without having a Forvis Mazars, LLP vendor agreement in place, will be considered the property of Forvis Mazars, LLP.
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