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Geospatial Data Scientist / Machine Learning Engineer

AKTEK

جديد
Senior 🇬🇧 English
Python GeoPandas Shapely scikit-learn PyTorch AWS GitHub QGIS ArcGIS OpenStreetMap

وصف الوظيفة

About the role

AKTEK Inc, a SaaS and intelligence-as-a-service provider serving public and private clients worldwide, is looking for a Geospatial Data Scientist / Machine Learning Engineer to join its globally distributed team. The role focuses on building algorithms that detect security anomalies in geospatial data, using large-scale datasets to identify threats and risks.

Key responsibilities

  • Research, design and develop algorithms for detecting security anomalies in geospatial data, identifying potential threats and risks.
  • Apply statistical modelling, machine learning and spatial analysis to find security-related patterns and outliers in large geospatial datasets.
  • Clean, preprocess and integrate geospatial data from diverse sources, prioritising data quality and integrity.
  • Implement scalable, efficient algorithms to handle big geospatial data (trillions of data points available for training).
  • Work with cross-functional teams to understand project requirements and ensure technical solutions address security concerns.
  • Integrate security detection algorithms into AKTEK iO and AKTEK iQ with the development team.
  • Use cloud technologies for data and machine learning product development, including data wrangling, assimilation and standardisation in production.
  • Use code versioning, automation and workflow orchestration tools such as GitHub, and follow data warehousing concepts in AWS or similar platforms.
  • Debug, document and write structured code, and explain technical and business solutions clearly.

Required profile

  • Academic background in a technical field, computer science or engineering, or equivalent.
  • Strong background in data science, machine learning and geospatial analytics.
  • Demonstrated expertise in anomaly detection algorithms, preferably on geospatial data.
  • Experience with large datasets and scalable algorithms.
  • Strong English and ability to work with remote teams across time zones (GMT-4, GMT+2); autonomous and analytical.
  • Strong plus: business intelligence experience, startup experience, and fluency in a foreign language.

Required skills

  • Python and geospatial libraries such as GeoPandas and Shapely
  • Machine learning frameworks such as scikit-learn and PyTorch
  • APIs including Google Maps, OpenStreetMap, ArcGIS and LLM APIs
  • GIS tools such as QGIS, ArcGIS and Google Earth, and formats like KML/KMZ, GeoJSON and shapefiles
  • AWS cloud services

What we offer

  • A fair compensation package, including 37 vacation days.
  • High work flexibility and a remote-friendly setup.
  • A flat, technically dense team with broad ownership and real architectural influence.

Questions fréquentes

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