Senior Machine Learning Engineer
Tech | Professional | Warszawa | REQ-10070274
We are looking for you if, you have:
very good knowledge of Spark and Python,
good understanding of ML models deployment and consumption patterns,
ability to refactor, maintain, debug existing machine learnings solutions,
ability to maintain and improve templates for productionizing ML solutions,
experience in building containerized components,
experience in deployment and provisioning automation tools (e.g., Docker, Kubernetes, CI/CD),
problem-solving skills, being able to troubleshoot and optimize ML models,
great communication skills and a team player.
You'll get extra points for:
interest in banking and banking products,
experience working in international, cross functional teams,
knowledge in Airflow, GCP (Dataproc, BigQuery, GCS), Azure pipelines.
Your responsibilities:
develop and maintain a code base that produces ML models for different business units,
refactor, simplify complexity continuously (e.g. batch to stream processing),
improve data flow, establish new data sources and deployment,
troubleshoot data issues, providing robust solutions to ensure optimal performance and reliability,
continuously optimize our systems for performance and cost-effectiveness,
document technical specifications, procedures, and outcomes,
use Azure DevOps for CI/CD, task tracking, version control, and other DevOps practices.
Information about team:
You will be part of an international highly skilled team of data scientists, analyst, and machine learning/data engineers. You will be working in an agile environment helping ING to achieve its goals on a global scale. The Orchestrator program at ING is more than just a technological marvel - it's a manifestation of ING's vision for a customer-centric, intelligent, and globally aligned banking experience. Whether it's the personalization that customers experience, the AI-powered insights that drive decisions, the global reach of the program, or the innovative utilization of recommender engines, the Orchestrator stands as a symbol of what modern banking can be. It represents a blend of technology and empathy, efficiency and engagement, and above all, a relentless pursuit of excellence that echoes ING's core values and aspirations.
The role naming convention in the global ING job architecture will be “Engineer III”.
We kindly inform you that we will get in touch only with the chosen candidates. If you agree for processing your data for future recruitment offers, we will keep the data for a year.
All information concerning the way we process personal data can be found here.
Our benefits
Well-thought-out development plans will help you spread your wings.
Gain from the knowledge of our experts and take the opportunity to obtain certificates.
Develop the skills you care the most about, thanks to the high training budget.
Use the latest technologies and their capabilities in diverse projects.
Work on interesting and international projects that will enable you to meet people from all over the world.
Improve your language skills on a course tailored to your proficiency level.
Take care of yourself and your loved ones health with LUX MED private medical care.
A healthy body, healthy mind! Find it out with our sports programs.
Do you ride a bike? So do we, that's why we provide everything you need - a parking, shower and lockers.
Take a break in one of our chillout zones! Enjoy Xboxes, table tennis, billiards, table football, comfy chairs, etc.
Spend time with family and friends and have fun at company events.
In our company, we focus on feedback from each employee, both anonymous and direct.
After the trial period, we offer an employment contract.
On the first day of your employment, you will be provided with all essential equipment, i.e. work phone, laptop, an additional monitor and your own desk.
At ING Hubs Poland you can receive an annual bonus – its amount is based on the assessment of your work.
Start work between 7.00 and 9.00 and adjust the work to yourself, not the other way around.
We come to the office when our presence is conducive to cooperation.
Use the fully equipped kitchen that you will find on each floor. Enjoy a cup of delicious coffee or tea.