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Data Scientist
- Insight Global (Worthington, OH)
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Job Description
Develop and validate predictive and prescriptive models using advanced analytical techniques, including machine learning, statistical modeling, optimization, and simulation.
Perform rigorous feature engineering, iterative model improvement, and implement A/B testing strategies.
Deploy models into production environments adhering to best practices in DevOps, including robust documentation, version control, and continuous integration.
Conduct regular monitoring and maintenance of models, addressing performance degradation and proactively updating based on new data or evolving business needs.
Collaborate with Data Engineers and MLOps professionals to ensure seamless integration and operational reliability of deployed models.
Actively engage with cross-functional team members including business analysts, data engineers, architects, product management, and subject-matter experts to understand business objectives and align analytics solutions to strategic goals.
Mentor junior team members, conduct code reviews, and contribute to team skill development.
Evaluate emerging technologies and analytical tools, recommending adoption when beneficial.
We are a company committed to creating inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity employer that believes everyone matters. Qualified candidates will receive consideration for employment opportunities without regard to race, religion, sex, age, marital status, national origin, sexual orientation, citizenship status, disability, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to Human Resources Request Form (https://airtable.com/app21VjYyxLDIX0ez/shrOg4IQS1J6dRiMo) . The EEOC "Know Your Rights" Poster is available here (https://www.eeoc.gov/sites/default/files/2023-06/22-088\_EEOC\_KnowYourRights6.12ScreenRdr.pdf) .
To learn more about how we collect, keep, and process your private information, please review Insight Global's Workforce Privacy Policy: https://insightglobal.com/workforce-privacy-policy/ .
Skills and Requirements
Bachelors degree in Data Science, Computer Science, Statistics, Economics, Information Systems, or a related quantitative field required; masters degree or relevant professional certifications and extensive practical experience highly preferred.
3-5 years of practical experience in advanced analytics, predictive modeling, and feature engineering.
Strong programming proficiency in Python, SQL, and familiarity with scripting languages such as Bash or PowerShell.
Experience deploying models using DevOps methodologies (CI/CD, containerization, version control with Git).
Demonstrated experience with common data science methodologies: decision trees, neural networks, regression, time-series analysis, PCA, and ensemble modeling.
Effective communication skills to clearly present complex insights to technical and non-technical stakeholders.
Understanding of data governance, privacy, and ethical considerations in data handling. Familiarity with cloud services, particularly Oracle Cloud Infrastructure (OCI), as well as experience in multi-cloud environments (AWS, Azure, or GCP). Experience with model-drift detection and automated monitoring solutions.
Proven ability in working effectively within cross-functional teams. null
We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal employment opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment without regard to race, color, ethnicity, religion,sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military oruniformed service member status, or any other status or characteristic protected by applicable laws, regulations, andordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request to [email protected].
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