About this role
Key Responsibilities
- Develop and maintain scalable ML pipelines using Python and Scikit-Learn.
- Build and integrate LLM-based applications using LangChain and related frameworks.
- Design data workflows using Pandas, NumPy, and BigQuery for efficient data processing.
- Collaborate with cross-functional teams to deploy models and services in production.
- Optimize performance, reliability, and scalability of ML systems.
- Implement CI/CD pipelines for ML deployment and monitoring.
- Contribute to internal tooling and automation for model lifecycle management.
- Ensure compliance with data governance, privacy, and security standards.
Key Capabilities/Experience
- 5+ years of professional experience in Python development, with a strong focus on data and ML applications.
- 2+ years of hands-on experience with LangChain and LLMs (e.g., VertexAI).
- 3+ years working with Pandas, NumPy, and data manipulation techniques.
- 3+ years of experience with Google BigQuery or similar cloud data platforms.
- 3+ years of experience building ML models using Scikit-Learn, including deployment and monitoring.
- Experience with Docker, Kubernetes, and CI/CD pipelines in production environments.
- Solid understanding of SQL and exposure to NoSQL systems.
- Familiarity with ML lifecycle tools (e.g., MLflow, DVC) and software engineering best practices.
Other facts
About ING Hubs Romania
ING Hubs Romania offers 130 services in software development, data management, non-financial risk & compliance, audit, and retail operations to 24 ING units worldwide, with the help of 𝐨𝐯𝐞𝐫 𝟐𝟎𝟎𝟎 𝐡𝐢𝐠𝐡-𝐩𝐞𝐫𝐟𝐨𝐫𝐦𝐢𝐧𝐠 𝐞𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐬, 𝐫𝐢𝐬𝐤, 𝐚𝐧𝐝 𝐨𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐬 𝐩𝐫𝐨𝐟𝐞𝐬𝐬𝐢𝐨𝐧𝐚𝐥𝐬.
We started out in 2015 as ING’s software development hub, then steadily expanded our range to include more services and competencies. Now we provide borderless services with bank-wide capabilities and 𝐨𝐩𝐞𝐫𝐚𝐭𝐞 𝐟𝐫𝐨𝐦 𝐭𝐰𝐨 𝐥𝐨𝐜𝐚𝐭𝐢𝐨𝐧𝐬: 𝐁𝐮𝐜𝐡𝐚𝐫𝐞𝐬𝐭 𝐚𝐧𝐝 𝐂𝐥𝐮𝐣-𝐍𝐚𝐩𝐨𝐜𝐚.
𝐎𝐮𝐫 𝐭𝐞𝐜𝐡 𝐜𝐚𝐩𝐚𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬 𝐫𝐞𝐦𝐚𝐢𝐧 𝐭𝐡𝐞 𝐜𝐨𝐫𝐞 𝐨𝐟 𝐨𝐮𝐫 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬, with more than 1800 colleagues active in Data Management, Touchpoint Channels & Integration, Core Banking, and Global Products.
We enjoy a flexible way of working and a highly collaborative environment, where fair and constructive feedback is encouraged.
For us, impact isn't a perk. It's the driver of our work. We are guided and rewarded by a shared desire to make the world a better place, one innovative solution at a time. Our colleagues make it their job to do impactful things and they love doing it in good company. Do you?
What you'll do
- Develop and maintain scalable ML pipelines and integrate LLM-based applications. Collaborate with teams to deploy models and optimize ML systems.
Ready to join ING Hubs Romania?
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