Machine Learning Engineer
Tech | Professional | Katowice | REQ-10072340
We are a dynamic and rapidly growing tech company, seeking a talented Machine Learning Engineer to join our team. The successful candidate will be responsible for developing platform and implementing fraud detection models within the banking sector.
We are looking for you, if you:
- are proficient in data & software engineering with a special focus on distributed computing (Spark 3+),
- have experience with Azure DevOps, Airflow, mlFlow, containerization,
- are familiar with 'Clean Coding' paradigms and have programming experience in Python,
- have worked with cloud environments,
- understand ML Ops and have been involved in ML model deployment,
- are familiar with model development frameworks in Python (Scikit-learn, Pandas, NumPy),
- have knowledge of statistical analysis, data mining, and predictive algorithms,
- possess excellent problem-solving skills, attention to detail, and the ability to work both independently and collaboratively,
- have excellent communication and teamwork skills.
You'll get extra points for:
- hands-on experience with code/compute optimization and tuning testing,
- proven capability in handling large data sets for developing fraud detection models,
- master's degree in computer science, statistics, data science or a related field,
- experience with other machine learning frameworks and libraries,
- certifications in relevant fields,
- experience in the banking sector, particularly with fraud detection systems.
Your responsibilities:
- code/compute optimizations & (unit) testing,
- scheduling & distributing code on our data analytics platform,
- working with shared model development codebase,
- assist in model development/deployment,
- collaboration with data scientists in squad,
- maintenance.
English level: B2
Information about the squad:
Are you interested in becoming an integral part of a pioneering team that cooperates in designing, building, and implementing models in the realm of banking fraud detection? We employ a wide range of technologies. Our team enjoys the flexibility to experiment with cutting-edge technologies and techniques in the field of machine learning.
Our clientele includes various divisions of the ING Group, spanning countries such as the Netherlands, Germany, Spain, Italy, Poland, and Romania. By joining us, you will have the opportunity to implement and optimize machine learning models on a global scale, crafting innovative solutions for customers in diverse countries. We are committed to continuous professional development and offer every team member the chance to expand their skills and pursue their interests in a dynamic and collaborative environment.
Our team operates within a Scrum framework, and we're currently seeking an additional ML Engineer who will enrich our team. Could this be the role for you?
The role naming convention in the global ING job architecture will be “Engineer II”
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.