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knowledge of modern ML techniques, including Generative AI, and how emergent models can extract insights from multi-modal sports data (e.g., numerical, spatial, video, or metadata). Advanced Python expertise with strong hands-on use of ML/DL frameworks (e.g., PyTorch, TensorFlow), including taking models from experimentation … through times of uncertainty, pivoting as necessary. Experience designing scalable, low-latency architectures, including real-time or near-real-time data processing (e.g., streaming systems) suitable for live or rapidly evolving sports use cases. Strong communication skills with the ability to inspire, guide, and clearly articulate complex strategies ...

services that perform large-scale data transformations and calculations. Publish and distribute transaction and PnL data using Kafka, including AVRO-based schemas and streaming patterns. Required Skills Minimum of 6+ years of professional Python development experience, ideally in capital markets or a fintech firm. Experience in finance: understanding … equities corporate action processing, trade life cycle concepts, and/or P&L calculations is a strong plus. Experience with Kafka (or equivalent streaming/messaging platforms) and schema-based event publishing (eg, AVRO). Strong experience performing large-scale data calculations in Python using libraries like pandas ...