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Geospatial Data Engineer Jobs
Company | Revalue Nature |
Address | Indonesia |
Employment type | FULL_TIME |
Salary | |
Category | Jasa Terkait Lingkungan |
Expires | 2023-09-01 |
Posted at | 9 months ago |
About
- Spatial Modelling: Developing and implementing spatial models, workflows, and applications to simulate real-world scenarios and conduct statistical analysis, including data preparation (data cleaning, data transformation), descriptive analysis/exploratory data analysis, and modelling using machine-learning algorithms, linear models, regression models and alike.
- Spatial Data Quality Assurance: Ensuring the accuracy, consistency, and reliability of spatial data by performing quality checks, assessments, and validations. Proposing statistically viable and resource-efficient assessment methods at scale. ring.
- Collaboration: Collaborating with data scientists and GIS analysts, software engineers, project and portfolio teams and technical experts to understand requirements and develop appropriate solutions.
- Spatial Data Quality Assurance: Ensuring the accuracy, consistency, and reliability of spatial data by performing quality checks, assessments, and validations. Proposing statistically viable and resource efficient assessment methods at scale.
- Data Processing: developing and implementing algorithms and workflows to process and analyse geospatial data for visualization and mapping, potential project assessment, spatial analytics, monitoring, and project design.
- Performance Optimization: Identifying and implementing strategies to enhance the performance of spatial data processing, retrieval, and modelling.
- Data Integration: Integrating and consolidating geospatial data from various sources, including field observation and surveys, drone, airborne and/or satellite imagery (optical, Radar, Lidar), and various remote sensing outcomes/indexes, and other auxiliary data providers.
- Stay Updated: Keeping abreast of the latest advancements and trends in spatial data technologies and incorporating relevant innovations into projects.
- API Development and Database management: Creating and maintaining APIs for spatial data access and integration with other systems, ensuring robust data architecture and management.
- Database Design: Designing and optimizing spatial databases to store and manage geospatial data efficiently and securely.
- Documentation: Maintaining clear and detailed documentation of sources, scripts and processes, workflows, and data structures.
- Mission, values and impact driven
- A love of nature; a strong affinity with conservation and restoration of natural systems
- A proven ability to work effectively in diverse cultural settings
- Evidence that you can work in remote teams, are self-driven with willingness to take initiative and committed to continuous improvement and consistent high-performance within a complex and fast-growing sector
- Advanced programming skills, Python, R, Javascript, SQL
- Experience in remote sensing data analysis, particularly in land cover change detection and classification using radar, optical sensors , Lidar, and high-resolution imagery.
- Demonstrated results in effective delivery and day-to-day operational excellence
- Willingness to join an international, remote working team, travelling to various international settings as needed
- Strong understanding of statistical methods for spatial extrapolation, scenarios projections, modelling, and assessment.
- Experience with machine learning libraries such as scikit-learn, TensorFlow, or Keras is a plus.
- Outstanding problem-solving skills and detail orientation
- An understanding of the voluntary carbon market (REDD+, ARR, ART Trees etc) is desirable
- Familiarity with geospatial libraries and tools (e.g., GDAL, PostGIS, GoogleEarthEngine, QGIS, ArcGIS)
- Strong understanding of geospatial concepts, principles, and applications, such as spatial indexing, spatial data formats (vector and raster) and transformation, resampling and spatial statistics and spatial analysis techniques.
- Ability to conduct experiment/mini-research project autonomously: setting objectives, hypothesis, testing protocols, results and critical review.
- Experience interpreting qualitatively and statistically imagery, time series, complex spatial analysis, data modelling and landscape scenario analysis.
- An understanding of nature-based solutions is desirable but not a must
- Resilience, and the ability to make difficult things happen
- Knowledge of data management and cloud computing. familiarity with cloud platforms (e.g., AWS, Azure, Google Cloud) and cloud-based geospatial services (e.g., Amazon S3, Google BigQuery GIS)
- Unbeatable work flexibility and balance (global team, remote working)
- On-the-ground work in the most iconic nature landscapes of our planet
- Shared purpose, culture and values
- An agile team, with unrivalled experience and track-record
- A truly diverse team of colleagues, partners and clients
- Current country/region of residence
- Languages and levels of proficiency
- Please describe your ideal role and career trajectory (2-3 sentences)
- Please indicate your area(s) of expertise
- Please describe your key motivations for working in this sector (2-3 sentences)
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