Forecasting Strategist

4 days ago


San Francisco, California, United States Unreal Gigs Full time
Unlock Business Insights with Predictive Modeling

We're seeking a skilled Forecasting Strategist to join our team at Unreal Gigs. As a key member of our data-driven initiative, you'll play a pivotal role in developing and deploying predictive models that drive informed decision-making across various departments.

The estimated salary for this position is $120,000 - $180,000 per year, based on industry standards and location.

About the Role

As a Forecasting Strategist, you'll collaborate with data scientists, analysts, and business stakeholders to create models that anticipate trends, optimize processes, and mitigate risks. Your work will be essential in turning historical data into valuable forecasts that inform marketing, finance, and operational strategies.

Key Responsibilities:
  • Predictive Model Development: Build and implement models for forecasting, customer behavior prediction, demand forecasting, and risk assessment.
  • Data Exploration and Feature Engineering: Analyze datasets to identify trends, patterns, and relevant features. Prepare data for modeling by cleaning, transforming, and selecting variables that enhance model accuracy.
  • Model Deployment and Integration: Work closely with data engineers and software developers to deploy predictive models into production. Ensure models are scalable, maintainable, and optimized for real-time applications.
  • Optimize and Maintain Model Performance: Continuously monitor model accuracy and refine models based on new data and performance metrics. Implement retraining workflows to maintain reliability over time.
  • Advanced Statistical and Machine Learning Techniques: Use techniques such as regression analysis, time-series forecasting, classification, and clustering to solve complex forecasting problems. Stay updated on the latest methods to improve model performance.
Requirements

To excel in this role, you'll need:

  • Predictive Modeling and Machine Learning Expertise: Proficiency in building predictive models, including experience with regression, classification, time-series analysis, and ensemble methods.
  • Programming and Data Analysis: Proficiency in Python, R, or SQL for data analysis and model development, with experience in libraries like Scikit-learn, TensorFlow, or XGBoost.
  • Statistical and Mathematical Knowledge: Strong foundation in statistics and mathematics, with the ability to apply these skills to model building and feature selection.
  • Data Manipulation and Feature Engineering: Ability to handle and preprocess data, engineer features, and select variables that enhance model performance.
  • Communication and Visualization: Strong skills in creating visualizations and reports to communicate complex predictions to stakeholders. Experience with Tableau, Power BI, or Matplotlib is beneficial.
What We Offer

At Unreal Gigs, we're committed to providing a supportive environment that fosters growth and well-being. You can expect:

  • Comprehensive Medical, Dental, and Vision Insurance Plans
  • Competitive Vacation, Sick Leave, and 20 Paid Holidays per Year
  • Flexible Work Schedules and Telecommuting Options
  • Opportunities for Training, Certification Reimbursement, and Career Advancement Programs
  • Access to Wellness Programs, Including Gym Memberships, Health Screenings, and Mental Health Resources
  • Life and Disability Insurance
  • Employee Assistance Program (EAP)
  • Tuition Reimbursement
  • Community Engagement Opportunities


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