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Vention

Middle Machine Learning Engineer

Vention
Poland · Full-time · Mid-Senior

We're Hiring: ML Engineer (NLP/LLMs)


📍 Location: Warsaw, Wrocław, Łódź, Kraków or Gdańsk


🕓 Full-time | Long-term project


A well-established U.S.-based company in the renewable energy sector is launching a new cloud-native platform as part of its transformation into a total energy solutions provider — and we’re building it from scratch!


We’re looking for a Machine Learning Engineer with a focus on NLP and LLMs to join our team. The project is already active, and you’ll be working alongside an experienced, fully local team of 21 people on our side.


🔥 What’s in it for you?


As Pavel Nekrasov, the Delivery Manager for the project, explains:

“This role is about more than just building models — it’s about scaling AI solutions across a massive enterprise ecosystem. You’ll dive deep into business processes, work closely with product managers and analysts, and ensure AI features deliver real value. It’s a rare opportunity to build technically challenging solutions that are also business-critical.”


And here’s the key part: you’ll be the first AI Engineer on the project.



🧠 Key Responsibilities

  • Build and deploy ML solutions with a strong focus on high-quality, production-ready code
  • Develop real-time document processing systems for generating RFPs from client requests and attached files
  • Preprocess and analyze large volumes of structured and unstructured data (text, scanned documents, metadata) using tools like Pandas and NumPy
  • Collaborate with cross-functional teams including data engineers, PMs, and developers to understand requirements and design effective ML solutions


✅ Qualifications

  • 2+ years of experience developing and deploying ML models and systems
  • Strong foundation in ML concepts; specialization in NLP, LLMs, or Computer Vision is a big plus
  • Solid data analysis skills using Pandas, NumPy, and Matplotlib
  • Advanced Python development skills (including packaging and dependency management)
  • Basic backend development experience (FastAPI, Flask, or Django)
  • Experience working with cloud platforms like AWS, GCP, or Azure
  • English at B1 level or higher; prior experience working in international teams is a plus


🔍 Preferred Skills

  • Strong understanding of Transformer architectures, self-attention, and deep learning
  • Experience with NLP tools and libraries such as spaCy, NLTK, or Hugging Face
  • Familiarity with LLM techniques (RAG, LangChain)
  • Comfortable with CI/CD, containerization, and cloud deployment
  • Knowledge of vector databases (Qdrant), PDF parsing (pymupdf), and embedding search (fastembed)


⚙️ Tech Stack

Python, FastAPI, transformers, Hugging Face, nltk, spaCy, pymupdf, Qdrant, Postgres, OpenAI, NumPy, Pandas, Matplotlib, AWS, Docker, Git


👉 What do we offer?

  • Professional growth – our internal EDU community is actively developing AI-focused skills through new courses and challenges
  • International support – with divisions in 9 countries and 2,000 engineers worldwide, you'll always find someone to consult with
  • Startup mindset – we value independent thinkers, avoid bureaucracy, and give you the freedom to own your tasks
  • Standard benefits typical for an IT company (LuxMed, MyBenefit Cafeteria, etc.), along with a flexible work schedule (hybrid mode)


If you’re passionate about building AI systems that work at scale and want to contribute to the clean energy transformation, this role is for you. Apply now or drop us a message to learn more!

Key Skills

Ranked by relevance

ai fastapi cloud aws containerization data analysis matplotlib docker pandas flask numpy gcp
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Posted
Jul 10, 2025
Type
Full-time
Level
Mid-Senior
Location
Warsaw
Company
Vention

Industries

IT Services IT Consulting

Categories

Engineering Information Technology

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