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Data Scientist

Company: Crowning Consulting Staffing Agency
Location: Redmond
Posted on: May 9, 2022

Job Description:

Our client a well-known software company is looking for a data scientist who is entrepreneurial and has good product and customer knowledge, has the ability to articulate requirements for their objectives, is agile & has a strategic understanding, and is empowered. They will be expected to lead & drive collaborative teams. Requirements --- Strong experience with Data Management, Data Engineering (extract, transform, process) and Reporting --- Strong knowledge and experience in Azure Machine Learning (AML), Azure Data Factory (ADF) --- Strong experience in Python, R, SQL --- Experienced in big data technologies --- Azure Data Lake, Azure Databricks, Spark --- Experienced in Power BI, Hive, Jupyter, Keras, OpenCV, TensorFlow --- Experienced developing models using Azure AI services --- Custom Vision, Computer Vision --- Experienced in traditional statistical model building (Regression, Classification, Time series, Segmentation, etc.), Machine learning (Random forest, Boosting, SVM, KNN etc). --- Knowledge of deep learning techniques (like CNN, RNN, LSTM, Transfer learning) and NLP techniques (like Stemming, Lemmatization, Named entity extraction, LDA, Latent semantic analysis etc) --- Good communication skills --- written and verbal --- Experienced with Agile methodology (DevOps), Github --- Language support needed --- English --- Additional language support desired (at least one) - Spanish, German , French Must Haves --- At least 10-12 years on SQL, TSQL, SSAS, SSIS in the role of a Business Analyst / Data Engineer --- Design and Analysis of the Problem Statement --- Experience in building Data Warehouse models on Azure --- Experience in working with ADF, ADL, Azure SQL, Synapse --- Advanced Analytics through Machine learning and Data Science --- Advanced Analytics through Python --- Advanced Analytics through Azure ML --- Experienced with Data Bricks --- Experienced with Random Forest, Decision Trees, Regression, Clustering, Natural Language Processing, Time series forecasting, Jupiter Notebooks, and deployments --- Preparing data flows and building pipelines using Azure Data stack --- Analyzing and Designing database as well as Cube level partitioning --- Dimensional/Data modeling- Designing/Identifying Measures, KPIs --- Understanding interconnecting systems and their limitations --- SQL Level Data size, authorization, security, encryption --- Determining the best tooling strategies for Designing the ETLs/pipelines --- Data cooking and Cleaning processes --- Schema level design Performance considerations --- Indexes, statistics, Maintenance Plans --- Review of the measures, KPIs, and other SQL Level Design Good to Have Skills Linear regression Recommenders Bayesian Neural networks Auto ML BOT A/B Testing/MultiVariate testing Anomaly Detection SQL, SSIS, SAS, DAX, SaaS & PaaS based solutions COSMOS, SQL, SCOPE Must be a US citizen

Keywords: Crowning Consulting Staffing Agency, Redmond , Data Scientist, Other , Redmond, Washington

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