Lead Data Analyst

As Lead Data Analyst at Humyn Labs, you turn complex, multi-source data into clear, decision-driving insight across blockchain gaming, speech AI benchmarking, and platform analytics. You work closely with the Head of Data to interrogate the KGen data lake, produce benchmark analyses for IndicBench, build Superset dashboards, and support KAI, our NL2SQL tool, with robust SQL logic and schema documentation. This is a high-ownership role where you define metrics, question assumptions, and communicate findings with precision.

What you'll do

• Query KGen's Athena data lake to produce player behaviour insights, token flow analysis, and game performance reports; work with on-chain data across Aptos, BSC, Ethereum, and Polygon
• Support investigation of suspicious wallet activity, sequential email pattern analysis, and device-based fraud signals using Dune Analytics and internal pipelines
• Maintain and extend KGen's primary data product (POE, the User Profiling Engine) with user segmentation, retention cohorts, engagement scoring, and cross-game behaviour profiling
• Analyse ASR benchmark results across 16 languages and 14 providers; interpret WER, CER, BERTScore, PIER, DER, and code-switching metrics; produce internal QA reports and publish-ready benchmark summaries
• Validate NL2SQL outputs from the GPT-4-powered KAI tool against ground truth SQL; document schema, contribute Frequently Queried Analytics examples, and maintain the Pinecone retrieval index
• Build, maintain, and iterate on Superset dashboards for KGen leadership; resolve permission and connectivity issues; train team members on self-serve analytics
• Define and track data quality KPIs across ingestion pipelines; flag anomalies and escalate to engineering
• Translate analytical findings into concise, credible outputs for founders, investors, and external partners; support LinkedIn research posts and benchmark publication materials

What you bring

• 6-9 years in an analytical role with ownership of reporting and insight delivery
• Advanced SQL including window functions, CTEs, and complex joins; comfortable writing production-quality queries against Athena or equivalent
• Experience analysing on-chain or financial transaction data (blockchain familiarity strongly preferred)
• Proficiency with BI tooling such as Superset, Metabase, or Looker; able to build from scratch, not just edit
• Ability to work with Python for data wrangling using pandas and analysis notebooks; you do not need to be an engineer, but you should be self-sufficient
• Exceptional written communication; you can write a benchmark report that is technically precise and externally publishable
• Comfort working across ambiguous data landscapes spanning gaming, blockchain, and speech AI

Nice to have

• Experience with NLP evaluation metrics or ML model benchmarking

About Humyn Labs

Humyn Labs builds KGen, a data lake and analytics platform serving blockchain gaming, speech AI benchmarking, and platform intelligence, and IndicBench, a speech recognition benchmarking service.