7 часов назад
Senior Data Scientist (AI/ML)
124 000 - 329 200$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist (AI/ML): Leading data acquisition, quality analysis, statistical modeling, and machine learning initiatives to support business decisions with an accent on data integrity, model validation, and production-scale deployment. Focus on designing experiments, solving complex data and modeling problems, and building scalable monitoring and maintenance processes for deployed models.
Location: Remote, United States
Salary: USD $124,000–$329,200 per year, with potential bonus and stock eligibility for certain roles.
Company
is an AI-powered developer platform used by developers and organizations to collaborate on software development and deploy secure solutions.
What you will do
- Lead data acquisition, formatting, documentation, and onboarding of datasets from production systems and third-party vendors.
- Review data quality, resolve data integrity issues, and drive upstream improvements with partner teams.
- Build models, run experiments, analyze results, and evaluate model methodology and performance.
- Establish best practices for model validation, implementation, deployment, monitoring, scalability, and maintenance.
- Develop data-driven strategies and work with internal stakeholders and customers to define and solve business problems.
- Communicate statistical and machine learning concepts, write maintainable code, and contribute to code and model reviews.
Requirements
- Bachelor’s degree in a relevant quantitative or computer science field with 5+ years of data science experience, or a master’s degree with 3+ years, doctorate with 1+ year, or equivalent experience.
- Experience managing structured and unstructured data and applying statistical techniques.
- Strong understanding of regression, classification, time-series analysis, experimental design, and causal inference.
- Programming proficiency in Python or R and experience with SQL or KQL.
- Experience with data manipulation and workflow tools such as Spark and Airflow.
- Ability to communicate findings to technical and non-technical stakeholders through storytelling and visualization.
Culture & Benefits
- Remote-first work environment for roles based in the United States.
- Benefits and additional rewards, including annual bonuses and stock, may be available depending on the role.
- Learning and growth opportunities.
- Values include customer focus, continuous learning, ownership, collaboration, and inclusion.
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