N8n Automation / Integration Engineer (PostgreSQL)
n8n Automation / Integration Engineer (PostgreSQL)
Project:
We have a ready-made automation system (n8n + Postgres + CRM + API).
80% of the workflow is already working.
Needed:
— fix errors
— optimize logic
— add new criteria
— change the database structure and SQL queries
— maintain integrations
— occasionally connect AI/LLM nodes (GPT) for simple tasks: classification, summarization, text processing
This is NOT:
✗ full-stack development
✗ complex backend from scratch
✗ large frameworks
This is:
✓ practical work with automation
✓ quick fixes
✓ a lot of SQL
✓ stable small tasks
✓ minimal bureaucracy
Requirements:
— 2+ years of real experience with n8n
— strong SQL / PostgreSQL
— understanding of API, webhook, JSON
— experience with integrations between services
— ability to debug workflows independently
Basically needed:
— experience working with AI/LLM nodes in n8n or via API
— writing simple prompts
— parsing model responses in JSON
(not Data Science, not ML — only integration level)
Will be a plus:
— Metabase / Looker / Superset
— CRM / RevOps / marketing automation
— Docker / self-hosted n8n
Format (after successful completion of the first task):
— long-term
— async
— quick feedback
In your response, please write:
1. 2–3 examples of workflows on n8n
2. an example of integration with AI/GPT (if available)
3. stack
4. rate
5. availability (hours/week)
Project:
We have a ready automation system (n8n + Postgres + CRM + API).
80% of the workflow is already working.
Need to:
— fix errors
— optimize logic
— add new criteria
— change the database structure and SQL queries
— support integrations
— occasionally connect AI/LLM nodes (GPT) for simple tasks: classification, summarization, text processing
This is NOT:
✗ full-stack development
✗ complex backend from scratch
✗ large frameworks
This is:
✓ practical work with automation
✓ quick fixes
✓ a lot of SQL
✓ stable small tasks
✓ minimum bureaucracy
Requirements:
— 2+ years of real experience with n8n
— strong SQL / PostgreSQL
— understanding of API, webhook, JSON
— experience with integrations between services
— ability to debug workflows independently
Basic needs:
— experience working with AI/LLM nodes in n8n or via API
— writing simple prompts
— parsing model responses in JSON
(not Data Science, not ML — only integration level)
Would be a plus:
— Metabase / Looker / Superset
— CRM / RevOps / marketing automation
— Docker / self-hosted n8n
Format (after successful completion of the first task):
— long-term
— async
— quick feedback
? KPI and expected result
Main KPI of the role
— increase conversion from lead to won deal (Lead → Won).
How KPI is achieved:
improvement of automation quality in CRM and related systems
reduction of errors and “losses” of leads in the workflow
optimization of lead processing logic (validation, scoring, routing)
improvement of speed and accuracy in closing deals
increased data transparency and stability of integrations
Important:
KPI is achieved not by “gaming the system,” but through the quality of automation, logic, and data.
? What a good result means to us
automations work reliably and predictably
leads do not get lost between systems
CRM receives correct, structured data
sales / ops teams spend less manual work
business sees improvement in the funnel
? Format for evaluating results
we look at conversion metrics and workflow stability
quick feedback on tasks
focus on results, not “hours for the sake of hours”
? With the candidate who suits us, we are ready to start immediately — today.
In your response, please write:
1. 2–3 examples of workflows on n8n
2. an example of integration with AI/GPT (if available)
3. stack
4. rate
5. availability (hours/week)
Проєкт:
Маємо готову систему автоматизацій (n8n + Postgres + CRM + API).
80% workflow вже працює.
Потрібно:
— пофіксити помилки
— оптимізувати логіку
— додати нові критерії
— змінити структуру БД та SQL-запити
— підтримувати інтеграції
— інколи підключати AI/LLM ноди (GPT) для простих задач: класифікація, саммарі, обробка тексту
Це НЕ:
✗ full-stack розробка
✗ складний backend з нуля
✗ великі фреймворки
Це:
✓ практична робота з automation
✓ швидкі правки
✓ багато SQL
✓ стабільні дрібні задачі
✓ мінімум бюрократії
Вимоги:
— 2+ роки реального досвіду з n8n
— сильний SQL / PostgreSQL
— розуміння API, webhook, JSON
— досвід інтеграцій між сервісами
— вміння самостійно дебажити workflow
Базово потрібно:
— досвід роботи з AI/LLM нодами в n8n або через API
— написання простих промтів
— парсинг відповіді моделі в JSON
(не Data Science, не ML — тільки інтеграційний рівень)
Буде плюсом:
— Metabase / Looker / Superset
— CRM / RevOps / marketing automation
— Docker / self-hosted n8n
Формат (після успішного виконання першої задачі):
— довгостроково
— async
— швидкий фідбек
? KPI та очікуваний результат
Основний KPI ролі
— збільшення конверсії з ліда у виграну угоду (Lead → Won).
Як досягається KPI:
покращення якості автоматизацій у CRM та суміжних системах
зменшення помилок і “втрат” лідів у workflow
оптимізація логіки обробки лідів (валідація, скоринг, маршрутизація)
покращення швидкості та коректності закриття угод
підвищення прозорості даних і стабільності інтеграцій
Важливо:
KPI досягається не за рахунок “накручування”, а через якість роботи автоматизацій, логіки та даних.
? Що для нас означає хороший результат
автоматизації працюють стабільно і передбачувано
ліди не губляться між системами
CRM отримує коректні, структуровані дані
sales / ops команди витрачають менше ручної роботи
бізнес бачить покращення у воронці
? Формат оцінки результату
дивимось на метрики конверсії та стабільність workflow
швидкий фідбек по задачах
фокус на результат, а не “години заради годин”
? З кандидатом, який нам підійде, готові стартувати одразу — вже сьогодні.
У відгуку напишіть:
1. 2–3 приклади workflow на n8n
2. приклад інтеграції з AI/GPT (якщо є)
3. стек
4. рейт
5. доступність (год/тиждень)
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3882 11 0 Hello! I have significant experience in developing complex automation systems on n8n and deep knowledge in working with relational databases (PostgreSQL). I specialize in creating fault-tolerant workflows, optimizing SQL queries, and integrating AI into business processes.
1. Examples of my workflows on n8n:
AI-Travel Agent (Human-in-the-Loop): A complex automation that collected customer wishes, searched for tickets/hotels, and generated professional HTML proposals. The system included a human moderation stage, which required clear logic for checking data states in the database.
SEO and content automation: A Telegram bot for mass generation and distribution of SEO product descriptions. I set up data streaming and API integration for seamless content generation.
Integration of Retell AI + KommoCRM: A voice qualification system for leads. I implemented the full cycle: from the outbound call to automatic lead classification and transferring transcriptions and metadata to the CRM and relational database.
…
2. Example of integration with AI/GPT:
I use AI for lead classification and entity extraction. In projects, I configure GPT for text/dialogue analysis: the model receives data, performs analysis, and returns structured JSON for correct database entry.
I developed RAG agents for education: integrated n8n with the Pinecone vector database to provide answers based on the company's internal training materials.
3. Technology stack:
Automation: n8n (Expert, self-hosted), Make.
Databases: PostgreSQL (strong SQL, working with structure, complex JOINs, aggregation), Airtable, Pinecone.
AI: OpenAI API (GPT-4), Gemini, DeepSeek, Claude, Retell AI.
API: REST API, Webhooks, JSON, Google API.
4. Rate:
$11 – $17 / hour (depending on the volume and complexity of tasks).
5. Availability:
30–40 hours per week. Ready for full-time engagement, async format, and quick response to tasks.
I can independently debug complex workflows, optimize SQL queries, and quickly understand the technical documentation of new services. I am ready to complete a test task.
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1546 7 0 1 Good day.
Our team has many years of experience in developing ERP, CRM, CMS, and specialized software for businesses. We create effective digital solutions that help automate processes, increase productivity, and scale companies.
We work with modern technologies — from bots and scripts to AI agents and analytical systems. We develop websites of varying complexity. In our portfolio, we have implemented ERP solutions for the hotel business, as well as for companies engaged in the import and sale of goods, and our own product XFitness — an ERP system created specifically for fitness clubs.
We are ready to implement your project and offer the best solution tailored to your needs.
Our portfolio:Freelancehunt
We specialize in the following areas:
… - Development of ERP Systems
- Development of CRM Systems
- Development of Websites of any complexity
- Development of CMS Systems
- Support for Websites
- Development of OpenCart
- Support for OpenCart
- Modification of OpenCart
- Refinement of OpenCart
- Development of WordPress
- Support for WordPress
- Modification of WordPress
- Refinement of WordPress
- Development of ECommerce
- Support for ECommerce
- Modification of ECommerce
- Refinement of ECommerce
- Development of Web Applications
- Support for 1C Servers
- Support for Web Servers
- Development of mobile applications
- Data parsing
- Development of bots
- Development of AI agents
and on the following technologies:
- Python
- PHP
- Laravel
- Symfony
- Yii2
- JS
- NodeJS
- jQuery
- TypeScript
- MySQL
- HTML
- CSS
- Vue
- Nuxt.js
- React
- React Native
- C++
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293 4 0 Hello!
I am interested in your project, as it is very close to what I have been working on for many years — business process automation, integrations, data handling, and APIs.
Briefly about my background
— 6+ years of commercial experience in enterprise development (Java)
— Main focus: process automation, system integrations, data handling, stability, and support of existing solutions
— Experience with n8n is not very extensive, but the logic of workflows, triggers, data processing, debugging, and optimization are very clear to me due to many years of experience with Business Process Management, integration services, and message-driven architectures
… SQL / PostgreSQL
— 6+ years of active work with SQL, particularly PostgreSQL
— Designing and modifying database structures
— Query optimization, indexes, complex JOINs, aggregations
— Working with large volumes of data
— Refactoring and supporting existing SQL queries in production
API / integrations / webhook
I have extensive practical experience in integrations:
— REST API (creation, integration, versioning)
— Webhooks (incoming/outgoing, retries, idempotency)
— JSON / JSON Schema
— Integrations between CRMs, billing systems, third-party services, internal systems
— Working with auth (API keys, OAuth2, JWT)
These were real enterprise projects where automation, stability, and proper error handling are critically important.
Debugging:
— Strong experience in debugging production systems
— Analyzing logs, incorrect workflows, race conditions, data issues
— Quickly identifying the causes of errors and fixing them without "breaking — looking"
Examples of workflows in n8n:
RAG system for a distribution company:
A distributor of semi-finished products, clients are retail stores.
Workflow functionality:
— Incoming client requests (text or voice) via webhook
— Voice recognition through OpenAI API
— Processing and normalizing the request
— Searching in a vector database (contracts, price lists, internal company documentation)
— Forming context (RAG)
— Requesting OpenAI to generate a response
— Returning a structured response to the client (text + metadata)
— Logging requests in PostgreSQL
Tasks it solves:
— Quick access for clients to current contracts and price lists
— Consultations without burdening managers
— A single channel for working with documentation
Stack:
— n8n (self-hosted)
— Docker / Docker Compose
— OpenAI API
— SQL: PostgreSQL
— NoSQL (MongoDB / Redis — at the level of integrations)
— Java
— REST API / Webhooks
— Git
— Linux
— Rate: 500 UAH / hour
— Availability: 5–8 hours a day
— Format: async, long-term
— Ready to start
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94002 1264 1 10 Hello. I have experience with n8n/Node.js. I am ready to collaborate. Contact me!
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459 Hello! I have enough experience working with the n8n service, databases, various AI models, integrating necessary services through APIs and Webhooks. As an example, I can mention automated lead collection from Google Maps into spreadsheets and their processing using n8n and AI, creating chatbots with AI and integrating AI into already existing bots. Let me know if you are interested in this offer.
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2848 17 0 1 Hello, Anastasia!
Overall, the request is clear.
I have a lot of experience working with databases, AI, Looker, marketing automation, Docker, and much more.
Recent developments include:
- A product name parsing system and reporting through AI
- An AI chatbot for a company that makes custom paintings (integration of AI and WhatsApp)
- A system for creating workspaces in Jira, Miro, Trello (without AI, just automation)
… - An AI agent as an internal assistant for the company (knows business processes, helps quickly find answers to questions)
- SEO reports (automation of data retrieval from Google Ads and distribution of data across various tables)
- Article generation for the website's blog on WordPress + integration with Search Console
- A system for monitoring and evaluating the quality of managers' calls
In general, a lot has already been developed. Over 25 years, more than 100 automations.
I can work with virtually any stack because I previously worked as a developer, so I know both front-end and back-end well. For many systems, I create web shells for convenience in configuration and management.
I won't specify a rate, as I always evaluate on a project basis. There may be certain technical difficulties. I allocate additional time for them to ensure deadlines are not shifted, and I do not want to impose costs on the client.
Availability can be significant, as I delegate some tasks to assistants (staff). Overall, I have managed to work around 130 productive hours per week. However, I have many projects, so currently, I can dedicate 35-40 effective hours per week, and when we get accustomed and you have a larger demand, I can provide more.
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>> 2+ роки реального досвіду з n8n
Ви серйозно? Стабільна версія вийшла літом 2023.
На вашому місці я б порадив досвід роботи 3+, по іншому не знайдете толкового оптимізатора
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