Adroit People Limited (UK)
Data Scientist
London
Posted about 17 hours ago
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Solution Architect
Location: London, UK
Work Arrangement: Hybrid
Onsite Commitment: 3 days
Job Description
Location
London
Experience Required
- 12+ years in data science, applied ML, or advanced analytics in enterprise environments.
- Demonstrated experience extracting meaningful signals from high-volume, high-noise telemetry or behavioral datasets.
- Proficiency in Python (pandas, scikit-learn, PySpark) and statistical modelling.
- Experience building structured, repeatable analytical frameworks — use case scoring, feasibility assessments, or prioritization models — not purely ad hoc analysis.
- Background in designing feedback loops or iterative learning models that improve future analytical outcomes.
- Experience assessing data quality and coverage sufficiency before committing analytical investment to a use case.
- Identifying key entity relationships, behavioral patterns, and signal clusters to be encoded in the graph.
- Comfortable operating in ambiguous, early-stage data environments where frameworks need to be built from scratch.
- Experience collaborating with process or operational teams — translating data signals into process-level insights.
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Additional Skills
- Familiarity with process mining, task mining, or workforce analytics is advantageous.
- Hands-on experience in Python libraries such as pm4py (e.g. Petri Net and Display).
- Hands-on Databricks experience, including notebooks, creating pipelines, and visualizations.
- Knowledge of NLP and applying it to data quality.
- Structured, documented output discipline — scoring models, ranked inventories, and feasibility assessments suitable for senior review.
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Key Responsibilities
- Strong remote communication and collaboration skills with onsite UK leads and client.
- Lead technical solutioning of Data Science Use Cases.
Nice to Have
- LLM, OCR, RAG-based architecture.
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