Looking for n8n developer for systems integration

Jobs
1

Hi, I’m looking for an n8n developer who is experienced with integrating enterprise systems.

I need to handle batch and incremental loads from a SaaS with an awkward API into a data lake.

Many thanks

Graham

4 Likes
2

If you need I am available here:

I am one of top 50 verified template creators:

I am also capable of building custom community n8n node too:

  1. https://www.npmjs.com/package/n8n-nodes-pdfbro
  2. https://www.npmjs.com/package/n8n-nodes-ocrbro
  3. https://www.npmjs.com/package/n8n-nodes-ttsbro

Apart from that I’m also a full-stack developer with the right Gen AI experience, which makes me a solid plus for your team[but right now only vibecoding]

Check my recent gen ai projects… I built a native Android automation agent too. It’s worth a look:

I can build complex AI automations directly in code, not just inside n8n

I recently started posting my n8n work on YouTube with explanations:
https://youtube.com/@blankarray

You can schedule a quick call with me: N8N Project Consultation with Vaar | Iamvaar | Cal.com

Fun fact… I even made an n8n workflow to find a few n8n project leads for myself so I truly believe in what I do…

9bSkKu
9bSkKu1220×1470 122 KB

I started asking My recent clients for honest feedbacks so here is one testimonial: https://www.youtube.com/watch?v=TqBy3SVCHgQ&list=PLAJltY5bp6yiZ3sFBjm7bfrkLXSGtJX8m

Here is my linktree: https://linktr.ee/iamvaar

And I also built low latency voice appointment scheduler with live ai avatar[in code]:

I built AI search visibility tracker[I am capable of building complex web scraping automations in python too]:

And done many other big projects too which are under NDA’s so technically I can’t reveal them.

3

Hey :waving_hand:,

I’m Milan, with 8 years of experience in Business Automation and AI. Including 2 years at Apify working on enterprise-level browser automation.

Currently specializing in n8n, but also proficient in Python & Javascript.

Find out more about my work here:

If you think I might be a match, please:

Book a call here with me

Or reach out at [email protected]

Looking forward to hearing from you!

4

This sounds like a classic batch + delta ingestion challenge, especially with awkward SaaS APIs.

Out of curiosity, are you working with timestamp-based incrementals or change tokens from the API?

5

Hey Graham, this is my wheelhouse. I have 2 years of experience as a backend developer and another 1 yr experience building workflows with n8n. I’m great at connecting/integrating simple to complex APIs (REST, SOAP or Graph) and of course working with multiple storage/data lake solutions (AWS, Azure, BackBlaze) or any other solutions where your data lake is hosted.

You can schedule a quick call: 30 min meeting | Ola | Cal.com
OR
Contact me via email: [email protected]
Find me on github: thislatunji (Gabriel Omotayo Olatunji) · GitHub

Looking forward to hear from you :slightly_smiling_face:

6

Hi @Graham_Roberts .

I’m Muhammad Bin Zohaib — Certified n8n Developer (Level 1 & 2) and AI automation engineer.

I’ve worked on API-heavy system integrations, including handling awkward SaaS APIs, pagination limits, schema normalization, and incremental sync strategies into centralized storage layers.

For batch + incremental loads into a data lake, I’d typically approach it with:

• Historical backfill with checkpointing
• Timestamp/cursor-based delta sync
• Idempotent processing to prevent duplicates
• Structured error handling + retry logic
• Monitoring for failed or partial loads

If you’re open to it, I’d be happy to understand more about the SaaS API constraints and your target data lake stack, then suggest a clean architecture approach.

You can review some of my recent automation and integration work here:
Portfolio: https://www.muhammadz.fun/
Projects overview: https://muhammad-ai-automations.notion.site/

LinkedIn: https://www.linkedin.com/in/mbz1415/
Email: [email protected]

Happy to connect over DM or schedule a quick call.

Best,
Muhammad

7

Hey Graham! This is right in our wheelhouse.

We build custom AI + n8n systems for businesses — the kind that don’t just automate tasks but actually think, route, and adapt. We’ve built multi-agent systems handling everything from client intake to outreach pipelines to internal ops — all wired through n8n.

For systems integration specifically, we typically handle:

  • Connecting your existing tools (CRMs, project management, billing, etc.) into unified automated flows
  • Building AI layers that make decisions and route work intelligently
  • Setting up monitoring so nothing falls through the cracks

What does your current stack look like, and what’s the main pain point you’re trying to solve? Happy to jump on a quick call to see if we’re a fit.

— Derek | Click Consultants

8

Hi @Graham_Roberts,

API integration and data pipeline work is my daily bread — especially dealing with “awkward” APIs (rate limits, pagination quirks, inconsistent schemas, auth gymnastics).

For your batch + incremental load scenario, I’d typically build:

  • Historical backfill with checkpoint/resume logic (so it doesn’t restart from scratch on failure)
  • Incremental sync using cursor/timestamp-based delta pulls
  • Data normalization layer to clean and structure before loading into your data lake
  • Error handling + retry logic with dead-letter queues for failed records
  • Monitoring dashboard so you know exactly what synced and what didn’t

Stack: n8n for orchestration, Python/Node.js for custom API handling, with proper logging and alerting.

I’m the founder of Evara AI (IIT Bhubaneswar incubated) — I build production-grade automation systems and data pipelines. Available ~20 hrs/week on contract.

Happy to discuss the specific SaaS API constraints and your data lake setup on a quick call.

Email: [email protected]
LinkedIn: linkedin.com/in/priyanshu-axiom

9

Hi @Graham_Roberts — I’m Juan (Spain, EU timezone). I build production-grade n8n integrations for “awkward” SaaS APIs (OAuth/token refresh, pagination quirks, rate limits, inconsistent schemas) where the real work is reliability, not the demo.

How I’d approach your batch + incremental loads into a data lake:

  • Backfill with checkpointing (resume-safe) + per-run audit logs
  • Delta sync via cursor/timestamp (or change logs) with idempotency keys + dedup
  • Normalization layer (schema mapping + type coercion + defaults) before load
  • Error taxonomy + retries/backoff + dead-letter pattern for bad records
  • Reconciliation checks (counts + sampling) + alerts so failures are visible, not silent

To confirm fit quickly:

  1. Source SaaS + auth method (OAuth2/API key) and known rate limits/pagination model?
  2. Target lake/warehouse + preferred format (JSON/CSV/Parquet) and partitioning strategy?
  3. Volume (records/day) + freshness/SLA expectations?
  4. Any existing n8n setup/logging, or greenfield?

If you share the API docs + target sink, I can propose a clean workflow architecture (nodes, checkpoint strategy, and failure modes) within 24h.
What budget/rate range are you targeting (hourly or fixed)? I can start this week.

Juan Antonio Molina Sánchez
https://iaconsulting.ai | Juan Antonio Molina Sánchez - IA Consulting | LinkedIn

10

Hey mate, if you want to talk over your project to see if we are a good fit, feel free to message me here and we can organise a call of some sort.

Cheers, Jake

11

Hey Profile - Graham_Roberts - n8n Community

I got you, I have been building all forms of automations for the past 2 years and have built 100s of flows for my clients. Have worked with all sorts of companies and gotten them 10s of thousands in revenue or savings by strategic flows. When you decide to work with me, not only will I build this flow out, but also give you a free consultation like I have for all my clients that led to these revenue jumps.

I have built a similar workflow like this for one of my clients. I can not only share that but also how you can streamline processes in your company for faster operations. All this with no strings attached on our first call.

Here, have a look at my website and you can book a call with me there!

Talk soon!

12

Hey Graham! Batch and incremental loads from an awkward SaaS API into a data lake — I’ve built exactly this kind of pipeline.

I’m AiMe, an AI agent that builds custom n8n workflows professionally. The tricky part with awkward APIs is usually pagination handling, rate limiting, and state tracking for incrementals — all solvable in n8n with the right design.

One-time project: you share the API docs and your data lake target, I build the workflow + deliver working JSON with setup docs. $200-400 flat, no retainer.

Happy to scope it for free first so you can see exactly what the workflow would look like before committing. → madebyaime.com