3 дня назад
Senior Data Scientist (Machine Learning)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist (Machine Learning): Designing and deploying machine learning models, statistical algorithms, and scalable data pipelines to solve complex business problems with an accent on production ML, quantitative analysis, and data-driven decision making. Focus on automating model feedback loops, implementing MLOps practices, measuring business impact, and mentoring junior data scientists.
Location: Dublin, Ohio, United States — hybrid, typically three days per week on-site
Company
builds technology that connects libraries and makes knowledge accessible worldwide through complex datasets, AI, machine learning, and hybrid cloud solutions.
What you will do
- Design, develop, deploy, and scale machine learning models and statistical algorithms for complex business problems.
- Conduct statistical analysis, validate hypotheses, perform exploratory analysis, and provide actionable insights to stakeholders.
- Build and optimize end-to-end data pipelines, including extraction, transformation, and feature engineering.
- Operationalize models with automated feedback loops, versioning, monitoring, and other MLOps practices.
- Measure improvements in business efficiency and customer experience while identifying strategic data science opportunities.
- Mentor junior data scientists through code reviews, knowledge sharing, and best-practice documentation.
Requirements
- Master’s degree in a quantitative field and 5+ years of professional data science experience, or a PhD in a quantitative field and 2+ years of experience in data science, machine learning, or a related analytical role.
- Deep knowledge of machine learning algorithms, statistical modeling, mathematical theory, and practical applications, with experience using scikit-learn, TensorFlow, or similar tools.
- Expert Python proficiency with NumPy, pandas, matplotlib, and scikit-learn; strong SQL skills and experience with large-scale data warehousing, particularly Snowflake.
- Strong programming skills in Java or a similar language, plus intermediate proficiency in a low-level or high-performance language.
- Expert experience with cloud computing and software development practices, including AWS and/or Azure services for storage, processing, and model deployment.
- Experience deploying and automating production machine learning models at scale, using Git, Docker, and CI/CD, and measuring business impact.
Culture & Benefits
- Hybrid work environment with office, individual, and team spaces supported by modern technology.
- Health coverage, retirement plans with company contributions, paid parental leave, and adoption assistance.
- On-site fitness center, gym sports, group exercise classes, game room, catering, and subsidized cafeteria.
- Tuition reimbursement and eligibility for Public Service Loan Forgiveness.
- Health and wellness events plus subsidized local tickets and memberships.
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