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Data Scientist - Job Opportunity at Inabia Software & Consulting Inc.

Los Angeles, USA
Contract
Mid-level
Posted: February 11, 2025
Hybrid
USD 47-49 per hour

Benefits

Flexible hybrid work arrangement
Project-based compensation structure
Professional development opportunities in ML/AI
Exposure to entertainment industry data

Key Responsibilities

Design and implement ML models for content performance prediction
Build and maintain large-scale ML pipelines
Monitor and optimize production model performance
Conduct experimental analysis for forecasting improvements
Collaborate with cross-functional teams
Validate models through backtesting
Deliver actionable data insights

Requirements

Education

MS or PhD in Statistics/Data Science/Computer Science or related disciplines

Experience

2 years experience in Data Science and ML Engineering

Required Skills

Python Jupyter Notebooks Machine Learning Statistical Analysis Git/BitBucket SQL Pandas Data Visualization Communication Skills
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Sauge AI Market Intelligence

Industry Trends

Entertainment industry's increasing reliance on ML for content optimization and user engagement prediction Growing demand for ML specialists in streaming services sector Shift towards real-time analytics and automated decision systems in content delivery Integration of advanced analytics in marketing investment decisions

Salary Evaluation

The offered rate ($47-49/hour, approximately $97,760-$101,920 annually) is slightly below market average for LA-based data scientists. Similar roles typically command $115,000-$145,000 annually in this market.

Role Significance

Likely part of a 5-8 person data science team within a larger technology organization
Mid-level individual contributor role with significant impact on business decisions through model development and insights generation

Key Projects

Content performance prediction models Subscriber behavior analysis Marketing optimization systems User engagement forecasting ROI analysis for content investments

Success Factors

Strong foundation in both theoretical and applied machine learning Ability to translate complex analysis into actionable business insights Experience with large-scale data processing and model deployment Excellent communication skills for cross-functional collaboration Understanding of entertainment industry metrics and KPIs

Market Demand

Very high demand, particularly in the entertainment/streaming sector with continued growth in content personalization and optimization needs

Important Skills

Critical Skills

Python ML stack (demonstrated through required Jupyter notebook experience) Statistical modeling expertise (particularly in time series and regression) Large-scale data processing capabilities Production ML pipeline experience

Beneficial Skills

Google Cloud Platform expertise Deep learning and TensorFlow experience NLP capabilities Atlassian tool proficiency

Unique Aspects

Direct impact on entertainment industry content strategy
Exposure to massive user engagement datasets
Opportunity to work with cutting-edge ML applications in content optimization
Cross-functional exposure to finance and marketing decisions

Career Growth

2-3 years in role before advancement, depending on project impact and skill development

Potential Next Roles

Senior Data Scientist ML Engineering Lead Analytics Manager Principal Data Scientist

Company Overview

Inabia Software & Consulting Inc.

Consulting firm specializing in software development and data science solutions

Mid-sized consulting firm working with major entertainment industry clients
Strong presence in Los Angeles technology sector with entertainment industry focus
Project-based environment with emphasis on technical excellence and client satisfaction
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