Data Science Expert for AI and Machine Learning
hace 5 días
As a Senior Associate at Publicis Sapient, you will be part of a world-class Data Science team driving AI and machine learning initiatives across the globe. Your primary responsibility will be to accelerate and drive data-driven transformation strategies for clients.
Your Key Responsibilities- Work closely with clients to reframe their business questions into actionable data science deliverables.
- Contribute to the creation of data science roadmaps and collaborate with stakeholders to establish objectives, deliverables, and timelines.
- Use distributed computing systems to ingest, access, and integrate various big data sources.
- Perform exploratory data analysis, data cleansing, and imputation in preparation for modeling.
- Apply quantitative techniques to build predictive models and uncover patterns in data.
- Develop scalable data pipelines and models for real-time modeling frameworks.
- Document and visualize your work and outputs for technical and non-technical audiences.
- Proficiency in time series techniques: ARIMA, ARIMAX, exponential smoothing, GARCH, regression, moving average, neural networks, LSTM.
- Strong skills in classification methods: logistic regression, decision trees, random forests, SVM, neural networks, KNN, Naive Bayes.
- Advanced proficiency in Python and related technologies.
- Graduate degree or equivalent in Computer Science, Artificial Intelligence, Machine Learning, Mathematics, Applied Statistics, Physics, Engineering, or a related field.
- Broad awareness of data science concepts including linear regression, logistic regression, correlation variance, standard deviation, dimensionality reduction, unsupervised learning, parameter tuning, cross-validation, bootstrapping, forecasting, and imputation.
- Hands-on experience with data exploration, model comparison, model evaluation, insights/interference, and data interpretation/insight analysis.
- Demonstrable delivery experience using a wide variety of machine-learning techniques including classifiers, regression, clustering, decision trees, neural networks, NLP, and ensemble techniques.
The estimated salary for this position is $140,000 - $170,000 per year, depending on location and experience.
About UsPublicis Sapient is a leading digital transformation company that helps organizations drive innovation and growth through data-driven solutions. We are committed to delivering exceptional results and fostering a collaborative work environment.
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