Senior Data Scientist

3 weeks ago

Columbia, United States Blend360 Full time
Job DescriptionJob DescriptionCompany Description

Blend360 is a world class marketing, analytics, and technology company that delivers the best results for our clients. Our primary focus is Data Sciences; leveraging data and applied mathematics to solve our clients’ business challenges. Blend360 is known for our exceptional people, our get-it-done mentality, and delivering high impact and sustainable results. If you love to solve difficult problems and deliver results; if you like to learn new things and apply innovative, state-of-the-art methodology, join us at Blend360.

Job Description

  • Work with practice leaders and clients to understand business problems, industry context, data sources, potential risks, and constraints 
  • Problem-solve with practice leaders to translate the business problem into a workable Data Science solution; propose different approaches and their pros and cons  
  • Work with practice leaders to get stakeholder feedback, get alignment on approaches, deliverables, and roadmaps 
  • Develop a project plan including milestones, dates, owners, and risks and contingency plans 
  • Create and maintain efficient data pipelines, often within clients’ architecture. Typically, data are from a wide variety of sources, internal and external, and manipulated using SQL, spark, and Cloud big data technologies 
  • Assemble large, complex data sets from client and external sources that meet functional business requirements. 
  • Build analytics tools to provide actionable insights into customer acquisition, operational efficiency, and other key business performance metrics.  
  • Perform data cleaning/hygiene, data QC, and integrate data from both client internal and external data sources on Advanced Data Science Platform. Be able to summarize and describe data and data issues  
  • Conduct statistical data analysis, including exploratory data analysis, data mining, and document key insights and findings toward decision making 
  • Train, validate, and cross-validate predictive models and machine learning algorithms using state of the art Data Science techniques and tools 
  • Document predictive models/machine learning results that can be incorporated into client-deliverable documentation 
  • Assist client to deploy models and algorithms within their own architecture 
Qualifications

  • MS degree in Statistics, Math, Data Analytics, or a related quantitative field 
  • 2+ years Professional experience in Advanced Data Science, such as predictive modeling, statistical analysis, machine learning, text mining, geospatial analytics, time series forecasting, optimization 
  • Experience with one or more Advanced Data Science software languages (Python, R, SAS)  
  • Proven ability to deploy machine learning models from the research environment (Jupyter Notebooks) to production via procedural or pipeline approaches 
  • Experience with SQL and relational databases, query authoring and tuning as well as working familiarity with a variety of databases including Hadoop/Hive 
  • Experience with spark and data-frames in PySpark or Scala 
  • Strong problem-solving skills; ability to pivot complex data to answer business questions. Proven ability to visualize data for influencing. 
  • Comfortable with cloud-based platforms (AWS, Azure, Google) 
  • Experience with Google Analytics, Adobe Analytics, Optimizely a plus 


Additional Information

All your information will be kept confidential according to EEO guidelines.

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