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Machine Learning Engineer

Impiegato | Risk Management | Da 2 a 7 anni di esperienza | Italia | Milan | 2024-02-12 | 069302

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The team is responsible to complete targeted quantitative analyses and build advanced models across mainly the spectrum of Risk management, in order to guide the bank towards a more data driven knowledge and provide innovation processes throughout the bank. We apply advanced analytics and quantitative algorithms, statistical modelling techniques and data mining procedures to derive business insights and solve problems. In particular, with most common coding languages (e.g. SAS and Python) with attention into Big Data architecture (AWS and PySpark), we develop, monitor and implement no-regulatory models (e.g. scorecard, behavioural and propensity models, clustering...) and support the branches of other countries in our domain.
The employee is involved in implementing models and the solutions proposed by the team over the different assets of the bank. In addition, he/she attends the development our models and supports the data flow process by interacting with our IT department and local data management tribe.

Experiences:
Practical experience (at least 2+ years) with programming language such as Python, SAS and PySpark.
Solid fundamentals in the areas of AWS, Data Lake Architecture, Ms Azure

Skills

  • Demonstrated solid data handling skills.
  • Fluent written and spoken English
  • Strong verbal and written communication skills

Nice to Have:

  • Personal public projects on github/azure or similar
  • Fundamentals on dashboard and web apps by Python
  • Experience in at least one of the following:

o Credit Decision Models
o Business Models (e.g., Churn, Propensity)
o Clustering techniques

Personal Characteristics:

  • Self-driven with the ability to figure out solutions by him or herself
  • Ability to work collaboratively in a team environment.
  • Must possess an energetic, self-motivated work ethic.
  • Effectively communicate with many levels.
  • Proven to perform under pressure.
  • High ethical standards, honesty, integrity

Duration: Permanent

Location: Milan (hybrid)

About ING

ING offers many opportunities to build a diverse and rewarding career. You will be joining an international innovative digital bank, the first in Italy to adopt a fully flexible smart working model, and you will be working in a stimulating environment where you can grow both as an individual and as a professional.

Our purpose - empowering people to stay a step ahead in life and in business - represents our belief in people’s potential. We don’t judge, coach or to tell people how to live their lives. We empower people and businesses to realize their own vision for a better future.

#doyourthing is our brand direction with us each and every day. It is how we articulate our purpose and our promise to make banking frictionless to the world. ‘do your thing’ is about people being free to live the life they want to live, knowing that they will make their world a little better for it.

Do you think you are "a step ahead"? Apply now!

The benefits of joining ING

In addition to being a part of a great team, working in a fun and innovative environment, we offer:

  • Super flexible smart working
  • Competitive base salaries and performance based bonuses
  • Diverse cultures & Innovative mindsets
  • International Environment
  • Commitment to sustainability
  • Lots of training development opportunities to help you grow
  • Lots of moments dedicated to physical and mental well-being
  • A special day off when it is your birthday: we call it #doyourbirthday!
  • And of course we can’t forget: free water & coffee at the office!

Our Commitment

Diversity is a fundamental element of our corporate culture, and we are fully committed to creating a safe and inclusive environment, based on mutual respect and the value of diversity, offering equal job opportunities to all qualified candidates.

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Please be aware that the recruitment procedures, (labour) regulations and labour agreements of Italia apply.

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