Predictive Modeler

3 months ago

San Francisco, United States Unreal Gigs Full time
Job DescriptionJob Description

Company Overview: Welcome to the forefront of predictive analytics At our company, we're passionate about harnessing the power of data to anticipate future trends and drive strategic decision-making. Our mission is to develop innovative predictive models that empower businesses to make informed decisions and stay ahead of the competition. Join us and be part of a dynamic team committed to shaping the future of predictive analytics.

Position Overview: As a Predictive Modeler, you'll play a crucial role in developing and implementing predictive models to forecast future trends, behaviors, and outcomes. Working closely with cross-functional teams, you'll leverage advanced statistical techniques and machine learning algorithms to build models that drive actionable insights and recommendations. If you're a skilled data scientist with a passion for predictive analytics and a track record of developing successful models, we want you on our team.

Requirements

Key Responsibilities:

  1. Model Development: Develop predictive models using advanced statistical techniques and machine learning algorithms to forecast future trends, behaviors, and outcomes.
  2. Data Preparation: Collect, clean, and preprocess data from various sources to ensure data quality and suitability for modeling purposes.
  3. Feature Engineering: Identify and engineer relevant features from raw data to improve model performance and predictive accuracy.
  4. Model Evaluation: Evaluate model performance using appropriate metrics and validation techniques, iterating and refining models as needed to improve accuracy and reliability.
  5. Deployment: Deploy predictive models into production environments, working closely with engineering teams to ensure seamless integration and scalability.
  6. Stakeholder Communication: Communicate model findings, insights, and recommendations to stakeholders in a clear, concise, and actionable manner.
  7. Continuous Improvement: Stay abreast of the latest developments in predictive analytics, exploring innovative approaches and techniques to improve model performance and effectiveness.
  8. Project Management: Manage end-to-end model development projects, including project planning, scoping, execution, and delivery, ensuring timely and high-quality delivery of results.

Qualifications:

  • Bachelor's degree or higher in Computer Science, Statistics, Mathematics, or related field.
  • 3+ years of experience in predictive modeling, data science, or a related field, with a proven track record of developing successful predictive models.
  • Strong knowledge of statistical techniques and machine learning algorithms for predictive modeling, including regression, classification, clustering, and time series analysis.
  • Proficiency in programming languages such as Python, R, or SAS, and experience with data manipulation and analysis libraries.
  • Experience with data visualization tools and techniques for communicating model findings and insights to stakeholders.
  • Strong problem-solving abilities and critical thinking skills, with a passion for tackling complex predictive analytics challenges.
  • Excellent communication and collaboration skills, with the ability to work effectively in cross-functional teams and communicate technical concepts to non-technical stakeholders.

Benefits

  • Competitive salary: The industry standard salary for Predictive Modelers typically ranges from $140,000 to $190,000 per year, depending on experience and qualifications.
  • Comprehensive health, dental, and vision insurance plans.
  • Flexible work hours and remote work options.
  • Generous vacation and paid time off.
  • Professional development opportunities, including access to training programs, conferences, and workshops.
  • State-of-the-art technology environment with access to cutting-edge tools and resources.
  • Vibrant and inclusive company culture with opportunities for growth and advancement.
  • Exciting projects with real-world impact across diverse industries.

Join Us: Ready to drive innovation through predictive analytics? Apply now to join our team and be part of an exciting journey of discovery and impact

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