Senior/Lead Data Analyst at Modal

New York, New York, United States

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$150,000 – $300,000Compensation

Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Gaming, SoftwareIndustries

Requirements

5+ years in data analytics or data science with a focus on media or ML data quality in production systems
Fluency in SQL and Python (Pandas/NumPy)
Strong measurement chops: defined and computed label & model quality metrics (precision/recall/F1, mAP, AUROC, calibration, temporal IoU)
Data validation & ETL experience: Great Expectations/TFDV (or equivalent), dbt, and an orchestrator (Airflow/Prefect)
Warehouse & BI: BigQuery (or similar) plus Looker/Mode/Tableau (or similar)
Experimentation: A/B testing design and analysis
Product sense & communication: turn ambiguous problems into measurable roadmaps and communicate findings clearly
A love for gaming

Responsibilities

Own the video data quality program: define quality KPIs and build dashboards
Audit datasets at scale using SQL and Python
Design ground-truth pipelines: human-in-the-loop reviews and labeling guidelines
Diagnose model-data issues: collaborate with ML to localize failure modes
Detect bias and drift across games, platforms, and cohorts
Instrument product and ingestion to capture the metadata ML needs
Run experiments: design and analyze A/Bs and holdouts
Champion best practices in data contracts, validation, reproducibility, and documentation
Mentor analysts and influence data quality culture

Skills

SQL

Python

Data Quality

Data Analysis

Data Modeling

Machine Learning

Data Visualization

Data Pipelines

Statistical Analysis

Modal

Employee training and skill development platform

About Modal

Modal Learning focuses on improving employee performance through skill development for businesses. Their main product, the Modal Mastery Platform, uses active learning techniques, including live cohort sessions, labs, and one-on-one coaching, to help employees engage with the material effectively. Unlike competitors, Modal Learning offers a subscription model that provides structured eight-week training programs, aligning skill development with organizational goals. The company's goal is to empower employees and help organizations retain talent by providing clear career development paths.

San Francisco, CaliforniaHeadquarters

2021Year Founded

$30.8MTotal Funding

EARLY_VCCompany Stage

Consulting, EducationIndustries

51-200Employees

Risks

Competition from established players and emerging startups could dilute Modal's market share.

Focus on data and AI may limit appeal to companies seeking broader skill development.

Economic downturns could reduce corporate spending on employee training, impacting revenue.

Differentiation

Modal offers personalized technical skills training with on-demand coaching.

The platform uses cohort-based learning to enhance engagement and retention.

Modal's strategic skills planning aligns training with business goals.

Upsides

Increased demand for personalized learning experiences boosts Modal's market potential.

Growing emphasis on data and AI skills aligns with Modal's course offerings.

Subscription model provides steady revenue and predictable growth for Modal.

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