AI/ML Developer
⚲ Budapest
Do uzgodnienia
Wymagania
- Python
- Docker
- FastAPI
- Django
- OpenSearch
Opis stanowiska
About Civitta
Join Civitta - an international company with 750+ colleagues across 20+ countries. We are delivering consulting, digital, funding, and public sector transformation projects across Central and Eastern Europe, Central Asia, the Caucasus, and other global markets.
Help businesses turn strategy into digital solutions: from AI-powered marketing to data-driven products and custom software. We combine business thinking with technical execution.
Every day, you might build an e-commerce platform using predictive analytics, design a high-impact digital campaign, or develop a data-driven product that drives measurable results.
Take the step towards your journey with us and join us as an AI/ ML Developer in Lithuania, Hungary, or Poland!
You will:
- Implement end-to-end AI features depending on the project, including, but not limited to: Computer Vision(detection/recognition pipelines, image preprocessing, evaluation, inference integration), NLP/Transformers (text classification, extraction, summarization, embeddings-based workflows), RAG / semantic search (ingestion -> chunking -> embeddings -> retrieval -> answer generation);
- Improve retrieval quality using two-stage search (vector retrieval + reranking using cross-encoders/rerankers) when relevant to the project;
- Work with vector search / vector databases in local and cloud setups: Self-hosted (Docker) and client environments, as well as cloud-managed search stacks (e.g., OpenSearch vector search, Azure AI Search hybrid/vector search);
- Build and maintain Python backend APIs (FastAPI/Django) that serve AI pipelines reliably (auth integration, error handling, basic performance considerations);
- Package solutions with Docker, help run deployments in cloud environments, and support debugging in dev/stage/prod;
- Collaborate with software engineers, data engineers, and consultants to deliver working solutions under real project timelines.
Join Civitta - an international company with 750+ colleagues across 20+ countries. We are delivering consulting, digital, funding, and public sector transformation projects across Central and Eastern Europe, Central Asia, the Caucasus, and other global markets.
Help businesses turn strategy into digital solutions: from AI-powered marketing to data-driven products and custom software. We combine business thinking with technical execution.
Every day, you might build an e-commerce platform using predictive analytics, design a high-impact digital campaign, or develop a data-driven product that drives measurable results.
Take the step towards your journey with us and join us as an AI/ ML Developer in Lithuania, Hungary, or Poland!
You will:
- Implement end-to-end AI features depending on the project, including, but not limited to: Computer Vision(detection/recognition pipelines, image preprocessing, evaluation, inference integration), NLP/Transformers (text classification, extraction, summarization, embeddings-based workflows), RAG / semantic search (ingestion -> chunking -> embeddings -> retrieval -> answer generation);
- Improve retrieval quality using two-stage search (vector retrieval + reranking using cross-encoders/rerankers) when relevant to the project;
- Work with vector search / vector databases in local and cloud setups: Self-hosted (Docker) and client environments, as well as cloud-managed search stacks (e.g., OpenSearch vector search, Azure AI Search hybrid/vector search);
- Build and maintain Python backend APIs (FastAPI/Django) that serve AI pipelines reliably (auth integration, error handling, basic performance considerations);
- Package solutions with Docker, help run deployments in cloud environments, and support debugging in dev/stage/prod;
- Collaborate with software engineers, data engineers, and consultants to deliver working solutions under real project timelines.
🔍 Dekoder Ogłoszenia
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Help businesses turn strategy into digital solutions: from AI-powered marketing to data-driven products and custom software.
Może oznaczać, że będziesz pracować nad szerokim zakresem projektów, od prostych narzędzi marketingowych po złożone systemy oparte na danych.
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Every day, you might build an e-commerce platform using predictive analytics, design a high-impact digital campaign, or develop a data-driven product that drives measurable results.
Zakres obowiązków może być bardzo zróżnicowany i niekoniecznie skupiony wyłącznie na zaawansowanym AI/ML, ale również na szerszym marketingu cyfrowym i tworzeniu produktów.
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Implement end-to-end AI features depending on the project, including, but not limited to: Computer Vision(detection/recognition pipelines, image preprocessing, evaluation, inference integration), NLP/Transformers (text classification, extraction, summarization, embeddings-based workflows), RAG / semantic search (ingestion -> chunking -> embeddings -> retrieval -> answer generation);
Choć wymienione są konkretne obszary, fraza 'depending on the project' sugeruje, że nie wszystkie z nich będą obecne w każdym projekcie, a zakres może być zmienny.
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Improve retrieval quality using two-stage search (vector retrieval + reranking using cross-encoders/rerankers) when relevant to the project;
To specyficzna technika, która może być używana tylko w niektórych projektach, a nie jako standardowa część wszystkich zadań.
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Work with vector search / vector databases in local and cloud setups: Self-hosted (Docker) and client environments, as well as cloud-managed search stacks (e.g., OpenSearch vector search, Azure AI Se
Oznacza to, że będziesz musiał zarządzać infrastrukturą baz danych wektorowych, co może wykraczać poza czyste programowanie AI/ML.