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Tech Stack
Tools & technologiesPandasPythonPyTorchScikit-LearnSQL
About the role
Key responsibilities & impact- Break down multi-domain business problems with a strong focus on return on investment and impact metrics, and think through the appropriate technical methods from POC to production
- Develop solutions and extract insight from data using data science and classical machine learning methods and generative AI (GenAI)
- Take ownership of developing, implementing, and automating robust data science and ML models and pipelines, including feature generation, modeling, evaluation, retraining and deployment
- Translate sophisticated analytical findings and model outcomes into clear, actionable insights for stakeholders, demonstrably driving value and improvements in key business metrics
- Collaborate with cross-functional teams to understand requirements and deliver innovative Data Science/ML/AI solutions
- Conduct research on the latest Data Science/ML/AI developments and apply them to improve our systems
- Document processes, code, and findings for future reference and knowledge sharing
Requirements
What you’ll need- 8+ years hands-on industry experience solving data science and machine learning problems to address real-world business problems
- Expert programming skills in Python and SQL and with relevant Data Science & ML frameworks (Scikit-learn, Pandas, PyTorch, etc)
- Ability to think through problems from fundamental principles
- Deep understanding of statistical and ML algorithms, methodologies and approaches, and with deep learning & LLMs
- Experience in applying statistical concepts (e.g. regressions, A/B tests, clustering, probability) to business problems
- Expertise at telling stories with data
- Strong problem-solving skills with excellent communication and documentation skills with ability to craft analysis into well-written and persuasive content
- Ability to work collaboratively with cross-functional teams
Benefits
Comp & perks- Everyone is welcome here
- Diversity & Inclusion are at our core
- Our commitment to caring for the environment and each other is at the heart of everything we do
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
PythonSQLScikit-learnPandasPyTorchdata sciencemachine learningdeep learninggenerative AIstatistical concepts
Soft Skills
problem-solvingcommunicationdocumentationcollaborationstorytelling with data
