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Soch Street is seeking a data scientist to translate ambiguous business problems into structured data science problems, analyze large-scale time-series, geospatial and telemetry data, and develop hypotheses, models, and analytical solutions.
You will take solutions from hypothesis to production with Product & Engineering, use AI tools to improve productivity, and drive measurable business impact while mentoring junior team members.
Translate ambiguous business problems into structured data science problems.
Analyse large-scale time-series, geospatial and streaming/telemetry data.
Develop and validate hypotheses, models and analytical solutions.
Work on anomaly detection, forecasting and optimisation problems.
Take solutions from hypothesis to production in collaboration with Product & Engineering.
Use AI tools to improve productivity and enable AI-first problem solving.
Drive measurable business/product impact and mentor junior team members.
3–6 years of Data Science experience with end-to-end model ownership.
Strong problem-solving and first-principles thinking.
Strong ownership and ability to work in ambiguity.
Proficiency in Python, SQL and Excel.
Experience with ML, Deep Learning, Data Visualisation and time-series techniques.
Hands‑on experience with anomaly detection, forecasting or optimisation.
Experience working with large, messy real-world datasets.
Comfortable in a fast‑paced, high‑ambiguity startup environment.
Strong communication and collaboration skills.
Experience productionising ML models at scale.
Experience with fleet, automotive, IoT or telemetry data.
Experience with distributed data systems.