Job Title : Data Scientist
Location : Lakeland FL / Tampa FL
Job Type : Fulltime / Contract
Job description:
- Bachelors /Masters /PhD degree in a quantitative field (CS Machine learning Mathematics Statistics Data Science) or equivalent experience.
- 814 years of experience in data science building handson ML models
- Expertise in Demand Forecasting at scale is mandatory.
- Experience in Retail industry preferred.
- Expertise in ML Regression Classification Clustering Time Series Modeling Graph Network Recommender System Bayesian modeling Deep learning Computer Vision NLP/NLU Reinforcement learning Federated Learning Meta Learning.
- Proficient in some or all of the following techniques: Linear & Logistic Regression Decision Trees Random Forests KNearest Neighbors Support Vector Machines ANOVA Principal Component Analysis Gradient Boosted Trees ANN CNN RNN Transformers.
- Knowledge of programming languages SQL Python/ R Spark.
- Expertise in ML frameworks and libraries (TensorFlow Keras PyTorch).
- Experience with cloud computing services (AWS GCP or Azure)
- Expert in Statistical Modelling & Algorithms E.g. Hypothesis testing Sample size estimation A/B testing
- Knowledge in GPU code optimization Spark MLlib Optimization.
- Familiarity to deploy and monitor ML models in production delivering data products to endusers.
- Experience with ML CI/CD pipelines.