AI Engineer
⚲ Wrocław
Do uzgodnienia
Wymagania
- NLP
- Machine Learning
- RAG
- Python
- SQL
Opis stanowiska
Who are we looking for:
We are looking for an innovative researcher and practitioner who is passionate about discovering new AI possibilities and building proprietary model solutions. The ideal candidate is someone with high communication skills who can translate complex scientific research results into concrete business applications.
The role & the team:
You will be part of an R&D team designing modern AI solutions, leveraging both agents based on large language models and classical machine learning models. Our goal is to automate complex processes and build systems capable of deeply understanding diverse multimodal data. Our current projects include, among others, intelligent extraction of key information from unstructured sources, implementation of innovations supporting digital transformation in transportation, and development of advanced AI agents capable of performing tasks fully autonomously.
What will you do:
•
Research, development, and deployment of machine learning models – from classical algorithms (classification, regression, time series) to advanced deep learning architectures, with a strong focus on recommendation systems (e.g., Two-Tower / Dual-Encoder architectures).
• Fine-tuning of both small and large language models (PEFT/LoRA), along with their distillation, quantization, and optimization for performance (latency, throughput) and specific business needs.
• Building, testing, and deploying AI agents and chatbots to automate complex business processes and integrate with external systems.
• Analysis and processing of diverse datasets (text, geolocation, tabular, and time series) using modern data warehouses and platforms (e.g., Snowflake).
• Continuous monitoring, quality evaluation, and performance optimization of deployed models in production environments.
• Staying up to date with AI trends, reading research papers, and analyzing industry reports to drive innovation.
• Creating research reports, visualizing results, and maintaining comprehensive technical documentation for projects.Required skills:
• Experience: minimum 3 years of commercial and/or research experience in designing and deploying NLP and Machine Learning (ML) models; documented experience in production deployment of Generative AI (GenAI) and RAG architecture.
• Language: Polish; English (minimum B1).
• Tool Pro: fluent in Python and key AI/ML libraries: PyTorch, Scikit-learn, Transformers, Langchain, MLflow; good knowledge of SQL and cloud data platforms (e.g., Snowflake); experience with AWS, Azure, or GCP; Git, Dvc, and orchestration tools (e.g., Airflow, Dagster).
• Soft Skills: highly developed communication and interpersonal skills; ability to work effectively in a team and analyze scientific literature.
Bonus points for:
• publishing scientific and technical articles or sharing research results within the industry.
• participating in AI/ML conferences and workshops as a presenter.
• experience in creating agentic systems using LangGraph or Google ADK.
• practical experience in building advanced recommendation systems.
What your future teammates love the most:
• Private LuxMed healthcare, free preventive check-ups, spine-relieving massages.
• Budget for remote workstation equipment and gift vouchers.
• On-site buffet breakfasts prepared fresh daily.
• Team-building and family trips to a private lakeside resort.
• Subsidy for a Multisport card.
About us:
We are at the heart of the digital revolution in transportation. Since 2004, we’ve been building one of the largest logistics platforms in Europe, bringing together carriers, forwarders, and shippers in one place. We automate processes, enhance transaction security, and make transport more efficient.
We’re an international tech company operating in 13 countries, and we’re just getting started. We develop cutting-edge digital solutions for transport, freight forwarding, and logistics, powered by the expertise of top developers, customer experience specialists, machine learning engineers, and AI experts. If you’re looking to shape the future of transport technology – this is the place for you!
At Trans.eu, we believe in Smart & Fair Logistics – a more efficient and transparent industry. That’s why we’ve expanded our capital group, building a network of specialized companies that help us drive this mission forward.
We are looking for an innovative researcher and practitioner who is passionate about discovering new AI possibilities and building proprietary model solutions. The ideal candidate is someone with high communication skills who can translate complex scientific research results into concrete business applications.
The role & the team:
You will be part of an R&D team designing modern AI solutions, leveraging both agents based on large language models and classical machine learning models. Our goal is to automate complex processes and build systems capable of deeply understanding diverse multimodal data. Our current projects include, among others, intelligent extraction of key information from unstructured sources, implementation of innovations supporting digital transformation in transportation, and development of advanced AI agents capable of performing tasks fully autonomously.
What will you do:
•
Research, development, and deployment of machine learning models – from classical algorithms (classification, regression, time series) to advanced deep learning architectures, with a strong focus on recommendation systems (e.g., Two-Tower / Dual-Encoder architectures).
• Fine-tuning of both small and large language models (PEFT/LoRA), along with their distillation, quantization, and optimization for performance (latency, throughput) and specific business needs.
• Building, testing, and deploying AI agents and chatbots to automate complex business processes and integrate with external systems.
• Analysis and processing of diverse datasets (text, geolocation, tabular, and time series) using modern data warehouses and platforms (e.g., Snowflake).
• Continuous monitoring, quality evaluation, and performance optimization of deployed models in production environments.
• Staying up to date with AI trends, reading research papers, and analyzing industry reports to drive innovation.
• Creating research reports, visualizing results, and maintaining comprehensive technical documentation for projects.Required skills:
• Experience: minimum 3 years of commercial and/or research experience in designing and deploying NLP and Machine Learning (ML) models; documented experience in production deployment of Generative AI (GenAI) and RAG architecture.
• Language: Polish; English (minimum B1).
• Tool Pro: fluent in Python and key AI/ML libraries: PyTorch, Scikit-learn, Transformers, Langchain, MLflow; good knowledge of SQL and cloud data platforms (e.g., Snowflake); experience with AWS, Azure, or GCP; Git, Dvc, and orchestration tools (e.g., Airflow, Dagster).
• Soft Skills: highly developed communication and interpersonal skills; ability to work effectively in a team and analyze scientific literature.
Bonus points for:
• publishing scientific and technical articles or sharing research results within the industry.
• participating in AI/ML conferences and workshops as a presenter.
• experience in creating agentic systems using LangGraph or Google ADK.
• practical experience in building advanced recommendation systems.
What your future teammates love the most:
• Private LuxMed healthcare, free preventive check-ups, spine-relieving massages.
• Budget for remote workstation equipment and gift vouchers.
• On-site buffet breakfasts prepared fresh daily.
• Team-building and family trips to a private lakeside resort.
• Subsidy for a Multisport card.
About us:
We are at the heart of the digital revolution in transportation. Since 2004, we’ve been building one of the largest logistics platforms in Europe, bringing together carriers, forwarders, and shippers in one place. We automate processes, enhance transaction security, and make transport more efficient.
We’re an international tech company operating in 13 countries, and we’re just getting started. We develop cutting-edge digital solutions for transport, freight forwarding, and logistics, powered by the expertise of top developers, customer experience specialists, machine learning engineers, and AI experts. If you’re looking to shape the future of transport technology – this is the place for you!
At Trans.eu, we believe in Smart & Fair Logistics – a more efficient and transparent industry. That’s why we’ve expanded our capital group, building a network of specialized companies that help us drive this mission forward.
🔍 Dekoder Ogłoszenia
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innovative researcher and practitioner
Oczekuje się, że będziesz zarówno teoretykiem, jak i osobą potrafiącą wdrażać rozwiązania w praktyce, co może oznaczać potrzebę samodzielnego rozwiązywania problemów bez ścisłego wsparcia.
🔴
translate complex scientific research results into concrete business applications
Może to oznaczać, że będziesz musiał samodzielnie szukać i adaptować najnowsze badania do potrzeb firmy, a nie tylko wdrażać gotowe rozwiązania.
🔴
Our goal is to automate complex processes
Może to sugerować, że będziesz pracować nad projektami, które są w początkowej fazie rozwoju i wymagają dużo eksperymentowania oraz potencjalnie długiego czasu do osiągnięcia zamierzonych rezultatów.
🔴
development of advanced AI agents capable of performing tasks fully autonomously
Choć brzmi to ambitnie, może oznaczać, że będziesz musiał zmierzyć się z wyzwaniami związanymi z niezawodnością i bezpieczeństwem systemów działających bez nadzoru.
🔴
from classical algorithms ... to advanced deep learning architectures
Zakres obowiązków jest bardzo szeroki i może wymagać od Ciebie biegłości w wielu różnych technologiach i podejściach, co może być obciążające.