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
Oportunidad internacional|Remoto
- Bachelors/Masters Degree in Machine Learning, Mathematics, Statistics or Computer
Science
- Strong Applied Machine Learning Experience, Including but not limited to:
- Supervised Learning Algorithms: Regressors (Logit, Linear, Lasso, Ridge, GLMs), Tree Based (XGBoost, LightGBM, RF), SVMs, Naïve Bayes, Neighbour algorithms, Ensemble techniques.
- Clustering: Hierarchical/RFM/Kmeans/HDBScan
- Factorization Approaches (NMF/Factorization machines)
- Deep Learning Experience, Including some of but not limited to:
- Neural Networks (Multi-Layer-Perceptrons, Autoencoders, CNN's, RNN's, LSTM's
- Generative Algorithms
- Attention based models
- Proficient in at least one deep learning framework (Pytorch, Tensorflow, MXNet)
- Transfer Learning
- NLP Experience, Including some of but not limited to:
- Vectorization approaches
- Probabilistic models
- Deep Learning Language Models
- 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
- 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
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.
- 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
Edelman
Data Scientist
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