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Data Scientist

๐Ÿ•’ 2 days ago
PythonPandasNumpyScikit-learn

๐Ÿ“œ Description

  • Design, build, and validate machine learning models for business problems like forecasting and segmentation.
  • Collaborate with product and engineering teams to translate business questions into analytical problems.
  • Conduct exploratory data analysis to uncover trends and actionable insights in large datasets.
  • Design and analyze A/B tests to evaluate product and business decisions.
  • Build and maintain data pipelines for reliable analysis.
  • Communicate findings clearly to technical and non-technical stakeholders.

๐Ÿ› ๏ธ Requirements

  • Scikit-learn
  • Statistics & Experiment Design (A/B Testing)
  • Machine Learning Model Development
  • Data Visualization (Matplotlib/Seaborn/Tableau)
  • AWS SageMaker
  • GCP Vertex AI
  • Model Deployment to Production
  • MLOps (experiment tracking, model monitoring)
  • Domain Expertise (finance/healthcare/e-commerce)
  • Stakeholder Communication

โœจ Benefits

  • Competitive salary and performance-based bonuses
  • Flexible working hours and remote/hybrid options
  • Health insurance and wellness benefits
  • Learning and development budget
  • A collaborative environment where your analysis directly shapes decisions
Full job description
Role Overview
We're looking for a Data Scientist to help turn our data into actionable insights and intelligent products. You'll work closely with engineering, product, and business teams to design experiments, build predictive models, and translate complex analysis into clear recommendations that drive decisions across the company.

[Company Name] is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.

Key Responsibilities

  • Design, build, and validate machine learning models to solve business problems such as forecasting, segmentation, and recommendation
  • Partner with product and engineering teams to translate business questions into well-scoped analytical problems
  • Conduct exploratory data analysis to uncover trends, patterns, and actionable insights in large datasets
  • Design and analyze A/B tests and other experiments to evaluate product and business decisions
  • Build and maintain data pipelines in collaboration with data engineering for reliable, reproducible analysis
  • Communicate findings clearly to both technical and non-technical stakeholders through reports, dashboards, and presentations
  • Monitor deployed models for performance and drift, and iterate as needed
  • Contribute to best practices around experimentation, model evaluation, and data quality
  • Requirements

  • Python
  • Pandas
  • NumPy
  • Scikit-learn
  • SQL
  • Statistics & Experiment Design (A/B Testing)
  • Machine Learning Model Development
  • Preferred Skills

  • Data Visualization (Matplotlib/Seaborn/Tableau)
  • TensorFlow
  • PyTorch
  • AWS SageMaker
  • GCP Vertex AI
  • Azure ML
  • Model Deployment to Production
  • MLOps (experiment tracking, model monitoring)
  • Domain Expertise (finance/healthcare/e-commerce)
  • Stakeholder Communication
  • Qualifications

  • 3+ years of experience in a data science, applied ML, or quantitative analytics role
  • Strong proficiency in Python (Pandas, NumPy, Scikit-learn) and SQL
  • Solid grounding in statistics and experiment design, including A/B testing methodology
  • Experience building and evaluating machine learning models for real-world problems
  • Ability to communicate technical findings clearly to non-technical audiences
  • Experience working with large datasets and writing efficient, production-quality analysis code
  • Familiarity with data visualization tools (Matplotlib, Seaborn, Tableau, or similar)
  • Benefits

  • Competitive salary and performance-based bonuses
  • Flexible working hours and remote/hybrid options
  • Health insurance and wellness benefits
  • Learning and development budget
  • A collaborative environment where your analysis directly shapes decisions
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