Data Scientist
IBA InfoTech Inc.
Detroit, MI, United States
about 2 months ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Experience required
5 years minimum
Working hours
Regular working hours
Job source
Tech stack
Data Analysis
Cluster Analysis
Data Presentation
R (Programming Language)
Python (Programming Language)
Linear Regression
Machine Learning
SQL Databases
Computational Statistics
Unstructured Data
Information Technology
Data Analytics
+1 more
K Means
Job description
- Manipulate and analyze complex, high-volume, high-dimensionality data from varying sources using a variety of tools and data analysis techniques.
- Deliver actionable insights on ambiguous projects with multiple stakeholders, unclear requirements and often incomplete data.
- Develop and implement measurement plans to address specific business questions with high quality, defensible data analytics.
- Derive actionable insights, build predictive models and/or construct addressable segments from individual- and event-level behavior data using advanced statistics and machine learning.
- Integrate data from multiple platforms and applications to provide holistic insights and cross-platform actionabilty.
- Design, implement, and analyze experiments to provide causal analysis.
- Present findings and recommendations to key decision makers and influencers at various seniority levels within HelloWorld and client firms.
- Integrate with other functional teams to create cross-functional solutions that leverage data and insights.
- Influence stakeholders through effective storytelling with data, using clear visualizations, and other influencing tools, underscored by robust and defensible data analysis.
Job Specifications and Competencies
Requirements
- 5+ years of industry experience solving business problems using quantitative analytical methods.
- Master’s degree in a quantitative STEM field such as mathematics, sciences, operations research, engineering with an emphasis on scientific methodologies.
- Experienced and proficient querying, dimensioning and reducing both structured and unstructured data using SQL, Python, R, or related querying/scripting language or statistical software. Preference for experience with multiple tools.
- Experience with predictive modeling techniques and machine learning - K means clustering, logistic and linear regression, structural equation modeling,
- Strong experimental design skills, including an ability to construct and execute proper controls.
- Experience articulating business questions and using quantitative techniques to arrive at a solution using available data.
- Sophisticated and innovative application of quantitative methods to solve prediction and insights challenges, often with imperfect data,
- Demonstrated experience processing, exploring, transforming, analyzing, and presenting insights from large quantities (Millions to Billions of rows) of data
- Strong business knowledge; experience in loyalty, retention or catalog marketing preferred.
- Ability to translate business challenges into analytical solutions -, acknowledge and address confounds or uncertainties, and choose best methods in light of these challenges.
- Excellent verbal and written communication skills with an ability to communicate technical findings to a non-technical business audience.
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