Forward Deployed AI Engineer

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Logo of TechTorch

TechTorch

51 - 200 employees

Founded 2021

đŸ’Œ Consulting

📩 Logistics

📣 Marketing

Consulting ‱ Logistics ‱ Marketing

TechTorch is an AI-native B2B company that provides revenue operations and digital transformation solutions for enterprises and private-equity–backed portfolio companies. Their Beacon platform and AI agents automate quote-to-cash, CRM modernization (Salesforce, HubSpot, Dynamics), CPQ, data integration, analytics, billing/subscriptions, and other revenue workflows to accelerate growth, reduce errors, and deliver rapid, measurable value.

📋 Description

‱ Own work end to end, from discovery and solution shaping through system design, build, and production deployment ‱ Design and build data foundations including data models, schema design, dimensional modeling, ETL/ELT pipelines, and slowly changing dimensions ‱ Build full-stack applications using Python/FastAPI services and Next.js frontends ‱ Use AI coding agents such as Claude Code as a primary build accelerator ‱ Design and build RAG pipelines, agentic workflows, and LLM-in-the-loop processing ‱ Compose AI capabilities via MCP servers, Skills, and Plugins ‱ Orchestrate pipelines and automation with Airflow, Dagster, Prefect, Celery, or Temporal ‱ Own CI/CD and cloud deployments on AWS and Azure ‱ Translate ambiguous client requirements into clear designs and communicate trade-offs to technical and business audiences ‱ Contribute reusable accelerators and technical assets to the Data Practice

🎯 Requirements

‱ Production depth across data engineering and full-stack development ‱ Data modeling and schema design, including dimensional modeling, normalization trade-offs, and EDW/warehouse schema design ‱ Hands-on production ETL/ELT pipelines across batch and incremental loads ‱ Slowly Changing Dimensions and change-data handling ‱ dbt experience with modular SQL transformations, tests, documentation, and incremental strategies ‱ Advanced SQL ‱ In-depth experience with a modern data platform such as Snowflake or Databricks, or a comparable cloud warehouse/lakehouse ‱ Data quality testing, validation, and lineage ‱ Python as a primary language ‱ FastAPI, including async REST API design, dependency injection, and testing ‱ Modern frontend development, ideally Next.js, including component architecture, SSR, state management, and UX ‱ PostgreSQL schema design, query optimization, and indexing ‱ System design and architecture ‱ Daily use of an agentic coding tool such as Claude Code or Cursor ‱ CI/CD and cloud deployment ownership on AWS or Azure ‱ Comfortable with client-facing delivery and translating between business and engineering ‱ Customer-first mindset ‱ End-to-end ownership from discovery to production

đŸ–ïž Benefits

‱ Fully remote work ‱ Semi-annual team offsites ‱ High-autonomy, high-ownership work across the full arc of real client problems ‱ Access to the full modern data and AI stack ‱ Room to grow toward data architecture, platform leadership, or AI engineering depth

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