Established in ****, Softeq was built from the ground up to specialize in new product development and R&D;, tackling the most difficult problems in the tech sphere.
Now we've expanded to offer early-stage innovation and ideation plus digital transformation business consulting.
Our superpower is to deliver all of this under one roof on a general scale.
So let's get started and build a better future together!
What the role does hereExplores operational and financial data, frames hypotheses and tests them; Builds predictive and analytical models: delays and durations, congestion, cost, plan-versus-actual variance; Engineers features over the curated data layers and documents their meaning and provenance; Works with historical data states so that a training sample reflects what was known at the time of the event rather than what is known now; Prepares the inputs behind analytics products: KPI dashboards, user activity analytics, executive summaries, trend analysis; Aligns metric and calculation definitions with the semantic layer so figures agree across reports, APIs and interfaces; Validates results with business stakeholders and produces model documentation.Must haveAnalytical Python: pandas, scikit-learn, statistical libraries, clear visualization; Spark SQL and PySpark, confident work on large tables, window functions,



and an understanding of distributed execution; Databricks as aworking environment: notebooks, jobs, experiment tracking, catalog and data permissions, table versions and time travel; Understanding of the medallion model and which layer is the correct source for a given analysis; Statistics and time-series methods, sound experiment design, baselines and honest quality metrics; Experience withraw data from enterprise systems of record: gaps, duplicates, retroactive corrections, inconsistent reference data; Ability to explain and defend a result to a non-technical stakeholder.Nice to haveStoring features in the catalog and handing them to the production path; Transportation,logistics or supply chain; Geospatial analysis and route data; Experience handing a model over to an ML engineer for production.Softeq communicates only from @ softeq.Com email addresses.
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📌 Senior I Data Scientist (Jalisco)
🏢 Softeq
📍 Jalisco