Required Skills: SQL, Python, R, Spark, AWS, GCP, Azure
Job Description
Title- Data Scientist
Location - Tampa/Lakeland, FL
Salary $130K - $160K
Need- Strong with Forecasting Experience
Please refer to below description:
Bachelor's /Master's /PhD degree in a quantitative field (CS, Machine learning, Mathematics, Statistics, Data Science) or equivalent experience.
8-14 years of experience in data science, building hands-on 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, K-Nearest 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 end-users.
Experience with ML CI/CD pipelines.