As a Senior AI/ML Engineer at Crypto Banter, you will develop a market intelligence system that correlates social media signals with cryptocurrency price movements, leveraging natural language processing and real-time data.
About Crypto Banter
We are the world’s No.1 LIVE Crypto Streaming Channel, covering Bitcoin, breaking news, altcoins, market moves, and the biggest names in the industry — every single day.From two enthusiasts streaming from a coffee shop to one of the fastest-growing crypto media networks, we now run a consortium of top YouTube channels for live news, trading, investing, web3, and gaming, partnering with the biggest brands and advertisers in the space.Born from a career at CNBC and the world’s first televised daily crypto news show, Crypto Banter was created to break free from corporate media and lead the Media 2.0 movement for tech, finance, and crypto.Today, with 80+ team members and over 10M monthly views, we’re hungrier than ever to build the most profitable and engaged community in the world. We’re a team of enthusiasts, misfits, and entrepreneurs who work harder than anyone in the industry — driven by passion, obsession, and the pursuit of the impossible.If that sounds like you, join us!
About the Project
Crypto Banter is building an AI-powered market intelligence system that analyzes social media signals (primarily Twitter) to predict and explain cryptocurrency price movements. We're looking for a Senior AI/ML Engineer to architect and develop a real-time analytics engine that correlates social sentiment with market behavior.
This is a rare opportunity to build a predictive market intelligence system from scratch that directly impacts trading decisions for millions of crypto enthusiasts. You won't just be analyzing tweets—you'll be building the infrastructure that identifies which influencers move markets, which keywords trigger price pumps, and which signals actually matter.
If you've ever wanted to prove yourself on a global stage in the fast-paced world of crypto, this is your chance. As our Senior AI/ML Engineer, you'll lead the design and development of our market intelligence engine, combining NLP, time-series analysis, and real-time data processing to give our community an edge in the market.
Tech Stack
Python, FastAPI, PostgreSQL, Redis, TimescaleDB, Apache Kafka/RabbitMQ, Pandas, scikit-learn, Transformers (HuggingFace), LLMs (OpenAI/Claude APIs), Twitter API v2, Crypto Exchange APIs (Binance, CoinGecko), Docker, AWS/GCP
Responsibilities
● Build sentiment analysis and keyword extraction systems for crypto-specific language
● Develop influence scoring algorithms to quantify account impact on price movements
● Create correlation models linking social signals to actual price movements
● Build APIs for real-time market intelligence queries
● Design time-series data architecture for historical analysis and backtesting
● Implement anomaly detection for emerging trends and viral events
● Integrate cryptocurrency exchange APIs for price and volume data
Required Qualifications
● Python – FastAPI, asyncio, Pydantic, Pandas, NumPy
● NLP & ML – sentiment analysis, topic modeling, keyword extraction, classification
● Experience with Transformers and LLMs for text analysis
● Time-series analysis and statistical modeling
● Real-time data pipelines – streaming architectures (Kafka/RabbitMQ)
● Database Design – PostgreSQL, TimescaleDB, Redis
● REST API integration with social media and financial platforms
● Experience with financial or market data preferred
● Understanding of crypto markets and trading dynamics
