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Data Scientist
Stack ExchangeData Scientist utilizing ML and NLP techniques to enhance user experience at Stack Overflow. Designing and deploying advanced data solutions in a collaborative environment.
About the role
Key responsibilities & impact- Design, build, and deploy machine learning solutions — including data pipelines, model training workflows, and LLM-powered experiences
- Improve the performance, reliability, and accuracy of large language models in production environments
- Define and track meaningful metrics that help us better understand user behavior and product impact
- Partner cross-functionally with Product, Engineering, and business stakeholders to identify opportunities where data and AI can drive innovation
- Build and maintain large-scale datasets that support advanced analytics and machine learning applications
- Develop tools, models, and experimentation frameworks that help accelerate product development and decision-making
- Serve as a technical thought leader, helping shape our approach to data science and AI across the company
- Mentor and support other data scientists, contributing to a collaborative and growth-oriented team culture
Requirements
What you’ll need- Hands-on experience working with large-scale LLMs and modern ML systems in production
- 3+ years of experience building and optimizing machine learning or NLP models
- Strong analytical skills, especially when working with large or unstructured datasets
- Experience mentoring or leading other data scientists, with a genuine interest in helping teammates grow
- A self-starter who thrives with autonomy and enjoys exploring creative solutions to complex problems
- Excellent communication skills — able to translate technical insights into business impact
- Strong problem-solving instincts and a passion for building products powered by data and AI
Benefits
Comp & perks- Competitive Base Salary
- Generous paid vacation
- Generous parental leave (16 weeks at 100% pay), family care leave, and unlimited sick days
- Industry-leading health benefits that are applicable per country of residence for all our full-time employees
- Company-paid Life Insurance
- Home Internet stipend
- Professional allocation for your growth and development
- One-time allowance to assist with your home office setup
- Company-paid access to Calm, Bravely, LinkedIn Learning, MyAcademy and Overdrive
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
machine learningdata pipelinesmodel training workflowslarge language modelsNLP modelsadvanced analyticsdata scienceexperimentation frameworksdata modelingdata analysis
Soft Skills
analytical skillsmentoringleadershipcommunication skillsproblem-solvingcreativitycollaborationautonomyteam cultureuser behavior analysis