Python Job: Data Scientist

Oportunidad internacional|Remoto

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Edelman Data & Intelligence (DxI) is a global, multidisciplinary research, analytics and data
consultancy with a distinctly human mission. We use data and intelligence to help businesses and
organizations build trusting relationships with people: making communications more authentic,
engagement more exciting and connections more meaningful.
DxI brings together and integrates the necessary people-based PR, communications, social, research
and exogenous data, as well as the technology infrastructure to create, collect, store and manage
first-party data and identity resolution. DxI is comprised of over 350 research specialists, business
scientists, data engineers, behavioral and machine-learning experts and data strategy consultants
based in 15 markets around the world.

Descripción

• Contribute to the development of Data Science based projects end to end. This will include:
• Business problem definition
• Data Strategy (Sourcing/Structure/Hosting)
• Collaboration with Data Engineering to build/deploy pipelines
• Algorithm Selection / Methodology testing
• Engineering solutions to a production code level
• Communicating these projects to clients/stakeholders in a way that delivers maximum impact against objectives
• Collaborate with product team to scope and land projects & product features
• Significantly contribute to innovation and R&D across DxI

Perfil Buscado (H/M/D)

• Bachelors/Masters Degree in Machine Learning, Mathematics, Statistics or Computer

Science

• Strong Applied Machine Learning Experience, Including but not limited to:

o Supervised Learning Algorithms: Regressors (Logit, Linear, Lasso, Ridge, GLMs), Tree Based (XGBoost, LightGBM, RF), SVMs, Naïve Bayes, Neighbour algorithms, Ensemble techniques.
o Clustering: Hierarchical/RFM/Kmeans/HDBScan
o Factorization Approaches (NMF/Factorization machines)

• Deep Learning Experience, Including some of but not limited to:

o Neural Networks (Multi-Layer-Perceptrons, Autoencoders, CNN's, RNN's, LSTM's
o Generative Algorithms
o Attention based models
o Proficient in at least one deep learning framework (Pytorch, Tensorflow, MXNet)
o Transfer Learning

• NLP Experience, Including some of but not limited to:

o Vectorization approaches
o Probabilistic models
o Deep Learning Language Models
o Transformer Models

• 2+ Years Machine Learning Pipeline Development
• Production Level Python
• Experience in cloud based deployment frameworks (AWS or GCP based)
• Data Engineering experience: Enterprise databases, datalakes, data pipelines, apache SparkNon Technical Requirements
• 2+ years experience of applying Data Science to commercial problems
• Proven track record of delivering high impact projects for clients using data science
• Strong Communication skills of converting technical concepts to business solutions
• Innovative and collaborative

Qué ofrecemos

• Fun first attitudes - because what's the point of doing great work if aren't having fun?
• Career pathing on the mind - whether you plan to stay for 2 years or 20 years we put your

development and career goals as a priority

• Open space floor plan community - the best research happens with collaboration and

sometimes that includes input from our non-research co-workers

• Broader communications exposure - you will get the opportunity to work alongside broader

Edelman teams such as Corporate, Brand, Digital, Assembly, and more

• Open minds for new ideas and methodologies - maybe it's not broken, but that doesn't mean

we can't make it better

• Level agnostic - doesn't matter if you are the boss or an intern, we are all in this together
• Global Reach - we have researchers you can tap into around the world