Software Engineer – AI Infrastructure, MCP, Agentic AI

Gramian Consulting

Software Engineer at Gramian Consultancy developing AI infrastructure and tools in the Model Context Protocol ecosystem. Collaborating on backend development and AI integration in a remote role.

Posted 5/4/2026contractRemote • 🇨🇴 ColombiaMid-LevelSeniorWebsite

Tech Stack

Tools & technologies

BigQueryMongoDBMySQLNoSQLPostgresSQL

About the role

Key responsibilities & impact

Design and implement MCP tools for managed MCP servers and open-source MCP Toolbox for Databases
Enhance functionality and test coverage for tools used by agentic coding assistants and IDE-integrated AI agents
Maintain and improve the MCP Toolbox for Databases codebase, focusing on scalability, reliability, and clean architecture
Expand and maintain robust test suites for asynchronous AI tools and CLI-based systems
Translate technical concepts and blog content into usable code samples and clear developer documentation
Build and maintain high-fidelity data applications using QueryData to support internal experimentation and product development

Requirements

What you’ll need

5+ years of experience working with **LLMs or AI systems that integrate external tools or data sources** (e.g., MCP, tool-calling, agents)
Strong proficiency in **SQL**, including writing and optimizing complex queries
Hands-on experience with at least one **relational or NoSQL database** (e.g., PostgreSQL, MySQL, BigQuery, Spanner, MongoDB)
Experience developing or maintaining **backend systems, APIs, or developer tools**
Experience working with **asynchronous systems or CLI-based applications**
Proven experience in **writing, maintaining, and expanding automated test suites**
Experience **refactoring codebases for scalability, maintainability, and performance**
Solid understanding of **how AI agents manage context, tools, and data interactions**
Experience working with or contributing to **shared or production-grade codebases** (internal or open-source)
Ability to write **clear technical documentation and developer-facing content**

Benefits

Comp & perks

🌐 Worldwide ❌ Jobs You've Hidden ⭐️ Saved Jobs ✅ Applied Jobs ✉️ Email Alerts 👤 Account Gramian Consulting Website LinkedIn All Job Openings 2 - 10 employees Founded 2025 🎯 Recruiter 🤖 Artificial Intelligence 📚 Education Recruitment
Artificial Intelligence
Education Gramian Consulting is a remote-first consulting firm that connects engineering and data/AI talent with organizations through talent augmentation, recruiting, dedicated teams, and contractor management. The firm provides Data & AI services including LLM training and fine-tuning, AI agents and assistants, MLOps, and AI infrastructure, and it offers mentorship and education programs for career readiness, interview preparation, and international market orientation. Rooted in hands-on engineering and recruiting experience, Gramian helps clients scale technical teams and extract business value from AI while developing individual talent. Software Engineer – AI Infrastructure, MCP, Agentic AI 🔥 0 minutes ago 🇨🇴 Colombia – Remote ⏳ Contract/Temporary 🟡 Mid-level 🟠 Senior 🗣️ LLM Engineer BigQuery MongoDB MySQL NoSQL Postgres SQL Apply Now Find Hiring Managers Customize resume for this job Report problem ☆ Save ☑️ Mark as applied ❌ Hide 📋 Description
Design and implement MCP tools for managed MCP servers and open-source MCP Toolbox for Databases
Enhance functionality and test coverage for tools used by agentic coding assistants and IDE-integrated AI agents
Maintain and improve the MCP Toolbox for Databases codebase, focusing on scalability, reliability, and clean architecture
Expand and maintain robust test suites for asynchronous AI tools and CLI-based systems
Translate technical concepts and blog content into usable code samples and clear developer documentation
Build and maintain high-fidelity data applications using QueryData to support internal experimentation and product development 🎯 Requirements
5+ years of experience working with **LLMs or AI systems that integrate external tools or data sources** (e.g., MCP, tool-calling, agents)
Strong proficiency in **SQL**, including writing and optimizing complex queries
Hands-on experience with at least one **relational or NoSQL database** (e.g., PostgreSQL, MySQL, BigQuery, Spanner, MongoDB)
Experience developing or maintaining **backend systems, APIs, or developer tools**
Experience working with **asynchronous systems or CLI-based applications**
Proven experience in **writing, maintaining, and expanding automated test suites**
Experience **refactoring codebases for scalability, maintainability, and performance**
Solid understanding of **how AI agents manage context, tools, and data interactions**
Experience working with or contributing to **shared or production-grade codebases** (internal or open-source)
Ability to write **clear technical documentation and developer-facing content** Apply Now 📊 Check your resume score for this job Improve your chances of getting an interview by checking your resume score before you apply. Check Resume Score 🌐 Worldwide Built by Lior Neu-ner. I'd love to hear your feedback — Get in touch via DM or support@remoterocketship.com Search Search Jobs by country Search jobs by city Search jobs by job title Search entry-level jobs Search junior-level jobs Search senior-level jobs Search jobs by tech stack Search jobs by contract type Search remote internships Search remote part-time jobs Remote jobs Anywhere in the World Companies Hiring Anywhere in the World Companies Hiring Sales People Anywhere in the World Companies Hiring Software Engineers Anywhere in the World Resources Advice Tips for finding remote jobs Interview questions and answers Resume examples Cover letter examples Post a job Affiliates Privacy policy Terms of service Job board SEO course AI Apply Copilot OpenClaw job finder Jobs by Country Remote jobs anywhere in the world (Worldwide remote jobs) Remote jobs United States Remote jobs Australia Remote jobs Brazil Remote jobs Canada Remote jobs France Remote jobs Ireland Remote jobs Germany Remote jobs Netherlands Remote jobs Spain Remote jobs UK Popular Jobs Remote data analyst jobs Remote customer support jobs Remote executive assistant jobs Remote marketing jobs Remote product designer jobs Remote product manager jobs Remote project manager jobs Remote recruiter jobs Remote sales jobs Remote software engineer jobs Jobs by Type Remote full-time jobs Remote part-time jobs Remote contract jobs Remote internship jobs Remote entry-level jobs Remote jobs with no experience required Remote junior jobs (1-3 years of experience) Digital nomad jobs Remote jobs with no degree required Freelance remote jobs Temporary remote jobs Remote jobs hiring now Stay at home mom jobs

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Hard Skills & Tools

SQLrelational databaseNoSQL databasePostgreSQLMySQLBigQuerySpannerMongoDBbackend systemsAPIs

Soft Skills

clear technical documentationcommunication