Engineer Intern

hace 4 meses

Madrid, España BNP Paribas A tiempo completo

Role: ML Engineer intern - Madrid
- Main duties & responsibilities
- Who we are
- Throughout the world, BNP Paribas employees are deeply involved with the real economy. They help women and men, as well as businesses, associations, and institutions, to build their projects and solve concrete problems.
- As an international company and one of the largest banks, we have the human, technological and financial means to help move the lines, to be part of the solution, to be forerunners.
- Our company is renewing its client-centred model to become more digital. This move goes hand in hand with our focus on bringing positive contributions to society.
- Business Overview
- Our AIR Tech team (Artificial Intelligence & Robotics for RISK and Compliance) is here to drive the bank's digital transformation through the development of strategies and recommendations based on advanced analytical methods.
- The time spent within AIR Tech is devoted to using our knowledge in data flow and artificial intelligence and our analytical skills to interpret large data sets and solve the concrete problems of our businesses, functions, and clients.
- As part of finding solution to our problems, we are trying to leverage the latest advances in the academic world, with work, for example, on AI models' interpretability or progress in terms of targeted sentiment analysis.
- If you are passionate and motivated to work in a dynamic, multicultural, and multidisciplinary environment, our team is the one you want to join.
- Role responsibilities
- Within our team of c.35 people, you will support Data Scientists and contribute to industrializing the analysis and modelling of structured and unstructured data. You will also contribute to the architecture design of the solution for your project. And you will participate to the team effort in building tools to improve efficiency with a focus in delivering high standard code and models.
- You will work closely with other ML Engineers and Data Scientists. You will be responsible for ensuring consistency and sharing your ideas.
- Primary Responsibilities:

- Over the 6 months internship, you will work directly with the AIR Tech team based in Madrid. Responsibilities will include:

- Industrializing Data Scientist analytical code, with a key focus on code quality improvement and performance optimization for deployment in a production environment.
- Providing opinion and a clear view on IT architecture for our projects, including data acquisition and storage, development methods, model serving and monitoring setup.
- Contributing to team tooling to improve team efficiency and our capacity to analyse data, and then train, deploy and monitor our models.
- Technical skills and qualification
- Analytical background in IT, Math/Statistics and or Data.
- Proficient level in Python Programming, with knowledge of data science libraries.
- Competences in one or several of these domains: sysadmin / infrastructure (CI, CD, horizontal scaling), database (SQL, NoSQL, transactional), back-end development (typing, mutability, serialization, build, tests), front-end (Flask, Angular, Streamlit), and big data technologies (Hadoop, Spark, Dask )
- You speak fluent English.
- Knowledge of the AI lifecycle and modelling are a plus.
- And you have good knowledge/experience with development using these tools:

- Integration: Gitlab, Bitbucket.
- Conduct
- Be a role model, supporting and fostering a culture of good conduct.
- Demonstrate proactivity, transparency, and accountability for identifying and managing conduct risks.
- Consider the implications of your actions on colleagues.

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