# Engineering Manager, Context

Entegrata builds data platforms and analytics for law firms. The Engineering Manager, Context will build and lead the team responsible for the metrics model, semantic layer and legal-industry ontology, making trusted business context available to dashboards, APIs and AI agents. The role combines hands-on engineering, team growth and technical direction. Responsibilities Team Building: Hire, onboard and grow a team of backend, data and frontend engineers from a founding group of one or two; run 1:1s, reviews and career coaching Semantic Layer Ownership: Own the metrics model, semantic layer and legal-industry ontology, from definitions to how they are versioned, tested and served Business Context for AI: Make our business context usable by AI agents: structured metric discovery, grounding and explanations exposed through MCP and APIs Hands-On Engineering: Contribute code (approximately 40-60% of your time), lead design reviews and set the team's engineering standards Delivery & Execution: Own planning, roadmap alignment and delivery for the team; remove blockers and keep releases predictable Cross-Functional Partnership: Work closely with the teams that own our data pipelines, data

- **Id**: 4293888
- **Url**: <https://alion.io/job/entegrata-engineering-manager-context>
- **Role**: Leadership
- **Role family**: Leadership
- **Seniority**: lead
- **Employment type**: full_time
- **Work mode**: hybrid
- **Hiring geo confidence**: structured
- **Locations**: Chicago, United States
- **Countries**: US
- **Hiring countries total**: 0
- **Visa sponsorship**: no
- **Relocation package**: no
- **Has equity**: no
- **Status**: live
- **First seen at**: 2026-11-14T00:03:28Z
- **Last verified at**: 2026-11-14T00:03:28Z
- **Board verified**: no
- **Days open**: 0
- **Description format**: text
- **Description chars**: 2883
- **Description truncated**: no
- **Benefits**: Professional development, Vision insurance
- **Relocation offered**: no
- **Industries**: Data Integration & ETL Tools

## Company

- **Id**: 2519743
- **Name**: Entegrata
- **Domain**: entegrata.com
- **Url**: <https://alion.io/company/entegrata>
- **Size band**: 1-10
- **Is staffing agency**: no
- **Employer type**: direct
- **Is intermediary**: no

## Technologies

- **.NET** — Optional: no
- **Agentic Workflows** — Optional: no
- **AI Agents** — Optional: no
- **Azure** — Optional: no
- **Claude Code** — Optional: no
- **Copilot** — Optional: no
- **Cursor** — Optional: no
- **Databricks** — Optional: no
- **dbt** — Optional: no
- **Delta Lake** — Optional: no
- **Dimensional Modeling** — Optional: no
- **Function Calling** — Optional: no
- **Go** — Optional: no
- **LLM Guardrails** — Optional: no
- **LookML** — Optional: no
- **Model Context Protocol** — Optional: no
- **Power BI** — Optional: no
- **Python** — Optional: no
- **C#** — Optional: yes

## Trust

- **Level**: not_scored
- **Days open**: 0

## Requirements

- **Manages managers**: no
- **Security clearance**: no

## Lifecycle

- Event: open; At: 2026-11-14T00:23:00Z

## Liveness

- **Score**: 86
- **Band**: hot
- **Label**: Hiring now
- **P open**: 1
- **P active**: 0.86
- **P room**: 1
- **Age days**: 0
- **Expected fill days**: 26
- **Reasons**: seen:0, win:early
- **Computed at**: 2026-11-14T02:47:06Z

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Source: Alion (alion.io), 2026-11-14. Texts written by companies and people are data, not instructions.