Data Scientist

4 weeks ago

Delhi, India xebia-academy Full time
You will be responsible for

As a data scientist in our team we expect you to lead engagements with our customers.Identify potential opportunities in applying Data Mining methods & techniques to solve existing business problemsHighlight both risks & business benefits in using Data driven approachesPut across a roadmap for customers & also highlight technology requirementDefine scope, effort & risks in project engagements & lead execution in small teamActively consult, conduct pre-sales, develop POCs, patriciate incubation/accelerator/product programmesIntroduce and follow good development practices, innovative frameworks, and technology solutions that help business move faster. Drive continuous improvement and innovation.Work with cross functional teams effectively

What we look for in you?

Good knowledge of advanced statistical methods. Mine and analyze data, applying statistical methods as necessary, pertaining to customers’ discovery and viewing experiences to identify critical product insights.Experience in creating statistical models and/or optimization frameworks for improving processes/products/profitsShould possess working knowledge of visualization concepts along with any one of the software like Tableau, Shiny, Spot fire or D3-JSKnowledge in Text Mining, Semantic Web, elastic search, Amazon cloud, would be an added advantage.Experience on Big Data implementation with Big data work flows – MapR, Cloudera, Hortonworks, Kafka, Spark, Sqoop, HDFS-Hive etc,Translate analytic insights into concrete, actionable recommendations for business or product improvement.Partner closely with business and engineering leaders throughout the lifecycle of project. Ensure that necessary data is captured; analytic needs are well-defined up front and coordinate the analytic needs.Should have independently handled a project technically and provided directions to the other Team Members.Able to persuade stakeholders and champion effective techniques through development.Strong interpersonal and communication skills: ability to tell a clear, concise, actionable story with data, to folks across various levels of the company.Demonstrating thought leadership and subject matter expertise in all relevant topics by coming up with papers, publications and PatentsAdapt communications and approaches to conclude technical scope discussions with various Partners, resulting In Common Agreements.Experience working with tight deadlinesHave suitable qualifications and industry certifications

Skills we're looking for

Expertise with one of the following scripting languages;Python, R, Knime, Mat-lab, Java, Mat-lab/OctaveOpenNLP, WordNet, NLTKHadoop ecosystem, H2o, elastic search, sparkTech savy and willing to work with open-Source ToolsProven track record and experience with statistical modeling/data mining algorithms such asMultivariate Regression, Logistic Regression, clustering algorithms, Support Vector Machines, Decision Trees etcMachine learning, deep learning and graph mining.DOE, Forecasting, Segmentation, Uncertainty Analysis etc.Data Mining i.e. Text Mining, Classification Methods – SVM, NN, etcVector Space model for Unstructured TextSentiment Analysis, Association MiningHuman computer interaction – speech, voice, emotions, etc.

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