Geospatial Machine Learning Scientist
vor 1 Woche
The Landbanking Group’s (TLG) mission is to completely transform the way we use land in these unprecedented times of accelerating climate change, mass extinction and social divide. A novel, globally active company was founded to turn landowners and land stewards into producers and sellers of ecosystem services and products. TLG integrates diverse geospatial data sources and makes use of the latest machine learning (ML) models for earth observation (EO) data, carbon footprint and biodiversity analysis. Combined with scalable ground-based assessments, e.g. metagenomics, bioacoustics, we develop digital twins of land plots, assess ecosystem quality, verify proof of impact and tokenize the claims so that they can be traded or bundled into tradable assets. TLG is now looking for a Geospatial Machine Learning Scientist (gn) with a methodological focus on EO data processing, supervised classification and rule-based processing to join our ambitious team and help to develop and feed a growing number of models that quantify ecosystem health and ecosystem services worldwide. **Your tasks**: - Design and train EO-driven ML models for automated monitoring of land-use practices, habitats and ecosystem health, e.g. landcover classifications, crop type mapping, derivation of phenological metrics or biophysical indicators - Calculation of landscape indicators from map products such as habitat fragmentation, human impacts, landscape diversity. - Integrate existing processing systems (e.g. cloud masking modules) through wrapping in our pipeline. - Curate training data sets and design sampling strategies for ground data collection or custom labelling. - Package fitted models into containerized pipelines for deployment by the engineering team. - Stay up-to-date on recent developments in the fields of EO, ML and AI and feed back into internal model feasibility assessments and product roadmap planning. - Contribute to research and development activities of associated academic partners - A postgraduate degree or >3y working experience in geoinformatics, remote sensing, environmental sciences, geoecology or similar disciplines - Knowledge of current space-borne EO missions, their characteristics and pre-processing requirements (optical, SAR, LiDAR, thermal missions) - A solid understanding of common machine learning strategies (e.g. cross-validation, feature engineering, hyperparameter tuning, accuracy assessment) - Familiarity with Linux environments (e.g. docker, bash, AWS) - Ability to do rapid prototyping in GEE whilst being able to implement the same analyses using open toolchains within our own infrastructure (STAC etc.) - Flexibility to travel and work temporarily on site with associated academic institutions **What's in it for you?**: - Impact - A working environment based on trust, encouragement and feedback - A positive, inspiring and truly interdisciplinary work atmosphere - High degree of autonomy - Competitive salary - Challenging and novel problems to solve - Work remotely (timezone should be close to Germany) - Learning and development opportunities within and outside our organization - Various employee perks including personal development budget
-
IT-PROJEKTMANAGER || MACHINE LEARNING, DATA
Vor 3 Tagen
Munich, Deutschland Machine Learning Reply VollzeitAls Projektmanager/Product Owner entwickelst du Machine Learning-Strategien für unsere Kunden und leitest Implementierungsprojekte in Zusammenarbeit mit unseren Data Scientists, Data Engineers, Machine Learning Engineers und StakeholdernEntwicklung von Daten- und KI-Strategien mit unseren Kunden auf der Grundlage ihrer HerausforderungenBei der Definition on...
-
JUNIOR DEVOPS
Vor 3 Tagen
Munich, Deutschland Machine Learning Reply VollzeitGemeinsam mit unseren Kunden entwickelst du technische Strategien für die Einführung moderner Cloud-Lösungen – insbesondere für datenintensive Anwendungen mit Fokus auf Machine Learning und künstlicher Intelligenz. Dabei gestaltest du aktiv die digitale Transformation.Du konzipierst, implementierst und visualisierst Cloud-Architekturen auf Basis von...
-
Geospatial Deep Learning Scientist
vor 1 Woche
Munich, Deutschland The Landbanking Group VollzeitThe Landbanking Group’s (TLG) mission is to completely transform the way we use land in these unprecedented times of accelerating climate change, mass extinction and social divide. A novel, globally active company was founded to turn landowners and land stewards into producers and sellers of ecosystem services and products. TLG integrates diverse...
-
SENIOR DATA SCIENTIST
Vor 3 Tagen
Munich, Deutschland Machine Learning Reply VollzeitAls Senior Data Scientist (m/w/d) leitest du die Entwicklung und Implementierung fortschrittlicher Datenmodelle und -algorithmen für unsere kundenspezifischen Lösungen. Dabei identifizierst und analysierst du Probleme in einem analytischen RahmenDu arbeitest an hochrelevanten Projekten und großen Datensätzen. Du arbeitest eng mit hochrangigen...
-
Cloud & Machine Learning Consultant (m/f/d)
vor 2 Wochen
Munich, Deutschland Machine Learning Reply VollzeitJob Description At Machine Learning Reply Germany we work with our clients on leading-edge data science projects for which we are seeking Dashboard Developer with focus on Data Science solutions with a strong IT background to bring our data to life! Machine Learning Reply, with its sister company in Italy and over 13.000 employees at Reply globally, is a...
-
Cloud & Machine Learning Consultant (m/f/d)
Vor 4 Tagen
Munich, Deutschland Machine Learning Reply VollzeitJob Description At Machine Learning Reply Germany we work with our clients on leading-edge data science projects for which we are seeking Dashboard Developer with focus on Data Science solutions with a strong IT background to bring our data to life! Machine Learning Reply, with its sister company in Italy and over 13.000 employees at Reply globally, is a...
-
Geospatial Data Scientist
Vor 5 Tagen
Munich, Bayern, Deutschland VIDA Vollzeit 80.000 € - 120.000 € pro JahrYour missionWe are looking for an enthusiastic Geospatial Data Scientist (d/f/m) who has borderless thinking and gets their thrills from creating scalable spatial workflows. Becoming part of our our Data Solutions team means joining on a journey of challenging work at the intersection of data and social impact. You'll thrive by finding innovative solutions,...
-
CLOUD ENGINEER || DATA
Vor 3 Tagen
Munich, Deutschland Machine Learning Reply VollzeitAls Cloud Engineer entwickelst du für unsere Kunden innovative Cloud-Lösungsarchitekturen auf Basis von Microsoft Azure, von kompletten Greenfield-Ansätzen bis hin zu komplexen MigrationsszenarienDabei berücksichtigst du die Sicherheitsanforderungen, rechtliche Aspekte, Multi-Tenancy und Access-PatternsIm direkten Austausch mit unseren Kunden und anderen...
-
Data Scientist
vor 2 Wochen
Munich, Deutschland Printing Company C. H. Beck Vollzeit**Arbeiten bei einem Top-Arbeitgeber der Region**: Die **Druckerei C.H.Beck**, ein vollstufiges Unternehmen aus der Print - und Medienindustrie mit rund 350 Beschäftigten, gehört zu den Marktführern in Deutschland. Eine unserer Stärken liegt in der crossmedialen Herstellung von Publikationen verschiedenster Art für namhafte Kunden aus Verlagen und...
-
JUNIOR DATA ENGINEER
vor 2 Wochen
Munich, Deutschland Machine Learning Reply VollzeitAls Data Engineer unterstützt du die erfolgreiche Implementierung von Kundenlösungen in den Bereichen Big Data, Data Engineering und Data Warehouses Du entwickelst und wartest skalierbare Datenplattformen und Datalakes in der Cloud (AWS, Azure) und berücksichtigst dabei DevOps-Paradigmen Auch die Entwicklung und Betreuung von datenintensiven Anwendungen...
