Quantexa Techno Functional Consultant

Role: Quantexa Techno Functional Consultant

Location: Lake Mary, FL (Onsite)

Duration: Full Time

Job Description:

Must have: Entity Consolidation / Entity Resolution

Role Summary: We are seeking a Quantexa Technical Consultant with deep expertise in Entity Consolidation and Entity Resolution (ER) using the Quantexa platform. The consultant will be responsible for designing, configuring, and implementing highaccuracy entity matching, survivorship, and relationship modeling solutions to create a golden source of entities across complex, heterogeneous data sets. This role focuses on data unification, customer/entity mastering, relationship modeling, and graph-based consolidation, supporting enterprise initiatives such as Customer 360, Legal Entity Hierarchies, Counterparty Aggregation, and Data Quality remediation.

Key Responsibilities:

1) Entity Consolidation & Resolution Design

Design and implement Quantexa Entity Resolution (ER) frameworks to consolidate fragmented entity records across multiple source systems

Define and configure matching strategies, including deterministic, probabilistic, and rulesbased matching

Develop and tune blocking, scoring, and threshold logic to optimize precision and recall

Design entity survivorship and attribute resolution rules to establish golden records

2) Data Modeling & Relationship Engineering

Model entities, attributes, and relationships (e.g., person, organization, account, hierarchy, ownership, affiliations)

Design and optimize graph structures to support connected entity views and lineage traceability

Support hierarchy construction (legal entity hierarchies, householding, corporate ownership structures)

3) Data Engineering & Pipeline Development

Build and maintain Sparkbased ingestion and transformation pipelines for structured and semistructured data

Perform data standardization, normalization, enrichment, and quality validation prior to ER processing

Optimize pipeline performance for largescale entity datasets

4) Quantexa Platform Configuration

Configure and manage

Entity schemas and data models

ER rules, weights, thresholds, and scoring logic

Matching workflows and resolution pipelines

Develop custom extensions or transformations using Scala/Java where required

Perform ER tuning and remediation based on false match / missed match analysis

5) Integration & Deployment

Deploy Quantexa ER pipelines in cloud (AWS/Azure) or onprem environments

Integrate mastered entity outputs with downstream systems (MDM, reporting platforms, analytics tools, enterprise data lakes)

Support UAT, production deployment, and postimplementation stabilization

6) Stakeholder Collaboration & Delivery

Work closely with data governance, architecture, and business stakeholders

Participate in entity definition workshops, data discovery, and resolution design sessions

Provide documentation, knowledge transfer, and bestpractice guidance on entity consolidation

Required Skills & Experience

MustHave:

5+ years of experience in data engineering, MDM, or entity resolution implementations

Handson experience with Quantexa Entity Resolution / Entity Consolidation module

Strong understanding of:

Deterministic vs probabilistic matching

Fuzzy matching, scoring, thresholds, and confidence metrics

Survivorship and golden record creation

Strong experience with Apache Spark and largescale data processing

Proficiency in Scala or Java (SQL and Python exposure is a plus)

Good to Have:

Experience with Customer 360, Legal Entity Aggregation, or Risk Data Aggregation (BCBS 239) initiatives

Experience integrating Quantexa ER outputs with MDM platforms or enterprise data lakes

Exposure to data quality, lineage, and governance frameworks

Cloud deployment experience (AWS / Azure)