VP/Director Data Science
1 month ago
At Blend360 we want to ensure that our clients have access to the data, insights, and innovations required to deliver against their Supply Chain Strategy. We are seeking a VP of Data Scientist, who can help advance the field within the Supply Chain Organization and deliver meaningful solutions that strive to solve our clients’ biggest challenges.
AccountabilitiesAs a Supply Chain Data Scientist, you will:
- Build domain-specific knowledge regarding supply chain, working closely with stakeholders to understand key business problems.
- Bring Data Science solutions to resolve those problems.
- Advance the development of capability for Data Science within supply chain, including Artificial Intelligence (AI) and Machine Learning (ML).
- Drive awareness of the value Data Science offers our clients with regard to global supply chain.
- Advance the development of capability for Data Science within supply chain.
- Build domain-specific knowledge regarding supply chain.
- Provide ethical and positive leadership that motivates direct reports and develops their talent and skillset while achieving results.
- Directly manage analyst project work and overall performance, including effective career planning; have difficult conversations and deliver constructive feedback with support from senior management.
- Interview, hire, and train new employees.
- Analyze team KPIs, develop solutions, and alternative methods to achieve goals.
- Build positive and productive relationships with clients for business growth.
- Understand client needs and customize existing business processes to meet client needs.
- Promptly address client concerns and professionally manage requests.
- Work as a strategic partner with leadership teams to support client needs.
- 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, risks, and contingency plans.
- Create and maintain efficient data pipelines, often within clients’ architecture.
- 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.
- 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 clients to deploy models and algorithms within their own architecture.
- MS degree in Statistics, Math, Data Analytics, or a related quantitative field.
- At least 5+ years of professional experience in Advanced Supply Chain Data Science.
- Experience with one or more Advanced Data Science software languages (R, Python, Scala, 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 is a plus.
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