Machine Learning Engineer
Tech | Professional | Katowice | REQ-10083288
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.
Do you have any questions?
If you have any questions about the details of this job offer, the form of employment or working at ING Hubs Poland, you can direct them to the e-mail address given below. We will certainly answer them!
Our benefits
Spread your wings with well thought out development plans.
Benefit from the knowledge of our experts during internal trainings or become a trainer yourself!
Develop the skills you care the most about, thanks to the high training budget.
Use internal and external learning platform (e.g. Udemy for Business).
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.
Within your training budget, improve your language skills on a course tailored to your proficiency level.
Don't speak Polish? Take part in a free Polish language course.
Benefit from the support of certified coaches and mentors in achieving your professional goals and strengthening your potential.
Enjoy your additional days off that we offer to our employees (e.g. "Day for Wellbeing", voluntary day).
Take part in numerous activities supporting your wellbeing. Let's take care of your physical and mental health, and work-life balance together.
A healthy body, healthy mind! Find it out with our sports programmes.
Take care of yourself and your loved ones health with LUX MED private medical care.
Use the possibility to join group insurance, as well as BEST HELP insurance – insurance for the treatment of serious medical issues abroad.
Join the PPE programme and save additional money for your retirement.
Build relationships within the team and get to know the people you work with better during team integration meetings.
Share with us your feedback, both anonymous and direct. Use a dedicated tool adjusted to our needs that allows us to see and focus on the issues that matter most to our employees.
Do you ride a bike? So do we, that's why we provide everything you need - parking, a shower, and lockers.
Work on an employment contract.
Work in a hybrid mode. We like to meet in the office sometimes and drink coffee together. Plan your team’s work schedule with your manager and set dates suitable for you to come to the office.
Start your work between 7 and 9 AM, adjust it to yourself, not the other way around.
Feel comfortable in specially designed offices that helps teams to work more efficiently.
Use a company laptop and get an equivalent to buy a phone. We offer various laptop models, depending on the work you perform. After employment, you can also apply for an additional monitor for remote work.
Take a break in one of our chillout zones! Enjoy Xboxes, table tennis, billiards, table football, comfy chairs, etc.
Enjoy your annual bonus and allowance to the remuneration, along with extra awards based on the assessment of your work.
Do you know someone who you think would be a great fit for our company? You can get a cash bonus for each person you recommend if they are hired based on the contract of employment and go through the trial period positively.
Take advantage of the tax deduction in case of performing creative work.
Use a relocation subsidy or other support for your relocation.
Enjoy a gift for starting your job (Welcome Box), some national holidays, birth of a child (Baby Box) and more!
Every month you can count on subsidies for remote work, using public transport, meals in the office, and you can also benefit from our cafeteria platform.
Take advantage of discounts on studies, trainings and exams, language courses and a purchase of a new car.
