Gig
$1000-2500 USD per month
40
Jun 26, 2025
We're looking for a highly skilled Web3 Data Scientist or ML Engineer to support the development of data pipelines, labeling systems, and predictive models across
The ideal candidate has experience with crypto analytics, machine learning workflows, and NLP techniques — and can design and implement systems that transform raw onchain and social data into structured, labeled datasets used for modeling and analysis.
Responsibilities:
- Design and maintain data labeling workflows using tools like Label Studio
- Build structured schemas for annotating:
- Blockchain activity (wallet types, deployer info, token behavior)
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- Engineer feature sets combining onchain and offchain signals
- Train and validate ML models for classification and scoring
- Integrate external APIs and tools (e.g., Arkham, ChainEdge, Kaito, LunarCrush)
- Collaborate on backtesting frameworks and evaluation strategies
- Optimize pipelines for continuous data ingestion, labeling, and scoring
Requirements:
- Strong Python skills (pandas, scikit-learn, or equivalent ML libraries)
- Experience with data labeling platforms (Label Studio, Prodigy, Snorkel, etc.)
- Familiarity with onchain analytics: token launch data, wallet flow, tokenomics
- Experience with
- Ability to design and manage custom annotation workflows
- Comfortable working with APIs, JSON, and time-series/relational data
Work Details:
Remote / flexible hours
Project-based or monthly retainer
Long-term opportunity available
Compensation bonuses available based on results