The position requires a Masters or foreign equivalent degree in Computer Science, Electrical Engineering or in related field and 4 years of experience in the job offered or in a computerrelated occupation.br br Special Requirements Position requires 4 years of experience in each of the following skillsbr br 1. Using SQLlike languages to query data and handling big datasets in database platforms including MySQL, Oracle, etc.;br 2. Using Python to build data quality frameworks, data pipelines, and analytical models;br 3. Algorithms, data structure, automation with in CICD pipelines, Docker, MapReduce, Airflow, etc.;br 4. Supervised machine learning algorithms including linear regression, logistic regression, random forest, and boosting trees to explain the statistical relationship between independent variables and predict dependent variables;br 5. Unsupervised machine learning algorithms including kmeans clustering and hierarchical clustering to determine different clusters and similarities within the cluster;br 6. Data visualization tools including but not limited to Tableau, AWS QuickSight for reporting, and dashboards to track KPIs and deliver insights into an understandable format;br 7. Building and training machine learning models in distributed systems including but not limited to Spark, GCP;br 8. Neural network including building DNN models, hyperparameter tuning, model hosting. Familiar with Tensorflow, Keras, or Pytorch; andbr 9. Data analyzing skills including data cleaning, feature embedding, feature engineering, dimensionality reduction.br br Employment and background checks may be required.
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