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Machine Learning Senior Officer
de BNP Paribas Lisboa em Lisboa (Publicado em 27-07-2021)
Your Main Activities Are
- Analyze internal clients? needs:
- Collaborate with clients to best understand their operational and strategic needs in terms of complex AI/ML challenges
- Investigate and solve business issues using technical, data-driven, AI/ML strategies
- Build and/or adapt AI/ML models:
- Design and develop Machine Learning (ML) and Artificial Intelligence (AI) solutions, i.e., collect and label data, setup and train models, test and evaluate results
- Work closely with clients during application roll-out and all stages of the application lifecycle
- Design the most adequate approaches to solve the identified problems within the company?s framework
- Design and develop Machine Learning (ML) and Artificial Intelligence (AI) solutions, i.e., collect and label data, setup and train models, test and evaluate results
- Implement and assist the deployment and maintenance of models:
- Follow to best practices in the industry to implement and scale out the developed solutions into production grade software
- Assist the operational teams with the deployment, monitoring and maintenance of the developed solutions
- Contribute to disseminate a culture of data driven solutions within CIB
- Maintain a strong market watch on the latest developments on methodologies, technologies and tools
Profile and Skills to Success
- Engineer school / Master?s degree from university with a specialization in mathematics, statistics, data science, computer science or any engineering related field
- Although not strictly required a PhD on data-science, engineering or related fields is an advantage
- More than 4 year experience as Data Analyst / Data Scientist / Machine Learning Specialist
- Fluency in English is mandatory; French or Portuguese are a plus
- Ability to think abstractly and creatively
- Ability to explain the results of a model and the different elements impacting it
- High statistical and quantitative analysis skills (e.g. machine learning models, statistical models, Bayesian statistics, probability theory, time series analysis, ?)
- Knowledge of ETL methods
- Knowledge of Machine Learning models
- Knowledge of NLP and/or computer vision techniques
- Knowledge of deep learning architectures and frameworks (e.g. TensorFlow, Keras, ?)
- Knowledge of at least one ML development stack (e.g. Scikit-learn, Keras, PyTorch?)
- Effective Programming skills (e.g. Python) and algorithmic knowledge
- Knowledge of optimization algorithms
- Excellent communication and interpersonal skills
- Flexibility: ability to work in a changing environment
- Research-oriented
About the Team
CIB Analytics Consulting (AC) consists of 60 people based in Paris, Lisbon and Porto. Reporting to the CIB Chief Data Officer, Analytics Consulting is an in-house centre of expertise on Data, Analytics, Machine Learning and Artificial Intelligence. It is at the forefront of the data transformation of BNP Paribas CIB and the team is constantly evolving. It helps internal entities (primarily CIB) better understand and use internal & external data. It offers dashboarding, advanced analytics capabilities and ML/AI applications to its internal clients in response to their business needs.
Why joining BNP Paribas?
- Leading banking institution
BNP Paribas is a leader in the Eurozone, and a prominent international banking institution with strong roots in Europe's banking history. It has a presence in 72 countries, with around 200 000 Employees ? including more than 150 000 in Europe.
· Our presence in Portugal
Since 1985, BNP Paribas was one of the first foreign banks to operate in the country. Today, the Group has around 6.500 employees across several entities operating directly in the territory, offering a wide range of integrated financial solutions to support its clients and their businesses.
- International reach
Thanks to its international presence and regular and close collaboration among its different entities, BNP Paribas has the resources to support all clients with financing, investment, savings and protection solutions that help make their projects a success. BNP Paribas holds key positions in its three core operating divisions: Domestic Markets and International Financial Services for retail banking and specialised financial services, and Corporate & Institutional Banking for corporate and institutional clients.
In its Corporate & Institutional Banking and International Financial Services activities, BNP Paribas also enjoys top positions in Europe, a strong presence in the Americas as well as a solid and fast-growing business in Asia-Pacific.
- Diversity and Inclusion commitment
BNP Paribas is an equal opportunity employer and proud to provide equal employment opportunity to all job seekers. We are actively committed to ensuring that no individual is discriminated against on the grounds of age, disability, gender reassignment, marriage or civil partnership status, pregnancy and maternity, race, religion or belief, sex or sexual orientation. Equity and diversity are at the core of our recruitment policy because we believe that they foster creativity and efficiency, which in turn increase performance and productivity. We strive to reflect the society we live in, while keeping with the image of our clients.
To find out more on why you should join BNP Paribas visit https://bnpp.lk/why-BNP-Paribas-Portugal
- Please note that only applications submitted in English will be considered.
- In case you are selected for this role, further documentation will be requested to support your hiring process.
Primary Location
: PT-11-Lisbon
Job Type
: Standard / Permanent
Job
: FINANCIAL AND TECHNICAL EXPERTISEEducation Level: Master Degree or equivalent (> 4 years)
Experience Level: At least 5 years
Schedule
: Full-time
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