10 дней назад
Data Scientist, Professional Senior (AI/ML)
108 960 - 163 440$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Scientist, Professional Senior (AI/ML): Designing and deploying predictive machine learning and artificial intelligence models for large-scale machine-acquired data with an accent on statistical modeling, feature engineering, and cloud-based data processing. Focus on building end-to-end ML solutions with Azure Databricks and PySpark, translating models into testable hypotheses, and communicating insights to product and business stakeholders.
Location: Lincolnshire, Illinois, United States
Salary: $108,960–$163,440 annual base pay, plus a target annual cash incentive equal to 12% of base pay.
Company
develops smart technology solutions for organizations, employees, customers, and partners.
What you will do
- Design, develop, and implement regression, classification, clustering, statistical, deep learning, and AI models using structured and unstructured machine-acquired data.
- Build predictive models and identify insights and foresights that support product enhancements, increased profits, and reduced losses.
- Develop software, automated machine learning solutions, analytical tools, visualizations, and data models for large multidimensional datasets.
- Partner with experimentalists, data engineers, software developers, product managers, service managers, customers, and business leaders to translate models into testable hypotheses and practical solutions.
- Evaluate data collection mechanisms, feature engineering approaches, and cloud infrastructure costs for research, staging, and pilot environments.
- Mentor less experienced data scientists and contribute to innovation summits, publications, patents, and build/buy/partner recommendations.
Requirements
- Bachelor’s degree in Computer Science, Machine Learning, or a related discipline.
- 5+ years of experience with strong knowledge of statistics, machine learning, deep learning, programming, and time series forecasting.
- Hands-on experience with Azure, especially Azure Databricks, PySpark, and Databricks SQL for large-scale data processing.
- Experience building and deploying end-to-end machine learning solutions.
- Familiarity with CI/CD principles, GitHub Actions, and automated deployment frameworks such as Databricks Asset Bundles.
- Ability to work independently, take initiative, collaborate across disciplines, and communicate technical findings to business stakeholders.
Nice to have
- Master’s degree in a relevant discipline.
- Experience with Python, R, Java, TensorFlow, NLTK, scikit-learn, MLlib, Apache Spark, NoSQL databases, and graphical analysis.
- Knowledge of regression, clustering, classification, dimensionality reduction, Bayesian reasoning, boosting, random forests, supervised and unsupervised learning, and deep learning.
- Experience solving large-scale industry problems, working with cloud platforms, or supporting retail use cases.
Culture & Benefits
- Collaborative environment focused on innovation, learning, and professional development.
- Healthcare, wellness programs, inclusion networks, learning and development offerings, paid time off, parental leave, and employee assistance programs.
- Community service days and an annual companywide well-being day.
- Company flexibility programs include hybrid work, adaptable hours, Summer Flex Fridays, and Focus Fridays.
- Performance-based annual cash incentive and possible long-term incentive equity eligibility depending on the role.
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