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Data Scientist - Job Opportunity at Lightcast

Remote, US
Full-time
Mid-level
Posted: March 5, 2025
Remote
USD 120,000 - 160,000 per year based on role requirements, market conditions, and remote status

Benefits

Implied competitive compensation package aligned with labor market analytics industry
Remote work flexibility indicating strong work-life balance focus
Global company exposure offering international career development opportunities
Diverse and inclusive work environment with strong DEI commitments

Key Responsibilities

Lead advanced labor market analysis using machine learning and statistical methods to drive strategic insights
Develop and maintain scalable data pipelines and predictive models for workforce intelligence
Collaborate cross-functionally to translate complex analytical findings into actionable business recommendations
Design and implement innovative approaches to analyze employment trends and economic patterns
Drive technical innovation in labor market analytics through advanced modeling techniques

Requirements

Education

Bachelor's or Master's degree in Data Science, Statistics, Economics, Computer Science, or related quantitative field

Experience

2+ years of industry or graduate research experience

Required Skills

Python SQL Machine learning frameworks (Scikit-Learn, PyTorch) Statistical analysis Time series forecasting Data pipeline development Cloud platforms (AWS) Apache Airflow Data visualization Communication skills
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Sauge AI Market Intelligence

Industry Trends

The labor market analytics sector is experiencing rapid growth driven by increasing demand for workforce intelligence and predictive insights. Automation and AI are reshaping traditional labor market analysis, requiring more sophisticated analytical approaches. There's a growing convergence between traditional labor economics and machine learning, creating unique opportunities for data scientists in this space. The rise of remote work and dynamic workforce patterns has created increased demand for advanced labor market modeling and forecasting capabilities.

Role Significance

Likely part of a specialized data science team of 5-8 members within a larger product and research organization
Mid to senior-level individual contributor role with significant impact on product development and strategic decision-making

Key Projects

Development of predictive models for workforce trend analysis Creation of automated data pipelines for labor market intelligence Implementation of machine learning solutions for employment pattern recognition Cross-functional collaboration on product feature development

Success Factors

Deep understanding of labor market dynamics and economic indicators Strong balance of technical expertise and business acumen Ability to translate complex analytical findings into actionable insights Excellent cross-functional collaboration skills Innovation mindset in applying machine learning to labor market challenges

Market Demand

High demand with strong growth trajectory due to increasing focus on data-driven workforce planning and labor market intelligence

Important Skills

Critical Skills

Advanced machine learning expertise essential for developing predictive workforce models Strong statistical analysis capabilities crucial for accurate labor market insights Data pipeline development skills necessary for scalable solutions Business communication abilities vital for stakeholder collaboration

Beneficial Skills

Natural Language Processing for unstructured labor market data analysis Advanced visualization skills for complex data communication Economic analysis background for deeper market understanding Cloud infrastructure knowledge for large-scale data processing

Unique Aspects

Rare opportunity to work with comprehensive labor market datasets
Direct impact on global workforce intelligence products
Combination of traditional labor economics with cutting-edge machine learning
Global reach with remote work flexibility

Career Growth

2-3 years for vertical progression, with opportunities for horizontal expansion into specialized labor market analysis roles

Potential Next Roles

Senior Data Scientist Lead Data Scientist Principal Data Scientist Data Science Manager Head of Labor Market Analytics

Company Overview

Lightcast

Lightcast is a global leader in labor market analytics, providing critical workforce intelligence and economic data analysis services

Strong market position as a specialized provider of labor market insights with global reach and significant industry influence
Global operations with strong presence in US, UK, Europe, and India, offering extensive international exposure
Progressive, data-driven environment with strong emphasis on innovation and cross-functional collaboration
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  • Critical success factors and key skills
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