Drone Geospatial Data Scientist for AI & Ops

Tekever; United States; Remoto; USD 120.000 - 180.000; Tempo pieno

Vantaggi offerti da questo lavoro

Flexible work arrangements

Descrizione del lavoro

TEKEVER is seeking a skilled Data Scientist to join our team in advancing drone, GIS, and multimodal data analytics for mission-critical applications. You will develop and deploy ML models, integrate data pipelines, and collaborate across Field Operations, R&D, Flights, and Autopilot teams.

Responsibilities span from problem scoping to production deployment, with emphasis on time series analysis, geospatial data, and robust evaluation. Flexible work arrangements offered.

Competenze

• Bachelor’s or Master’s in CS/Data Science; PhD is a plus.
• 3+ years in data science and ML modeling.
• Experience in mission-critical applications (real-time systems).
• Geospatial analytics and drone data processing familiarity.
• Time series analysis and predictive modeling.
• Hands-on with building and deploying ML models.
• Experience with multi-modal datasets (sensor, GIS, text).
• Data pipelines, model evaluation, production deployment.
• Strong problem-solving in fast-paced, collaborative environment.

Mansioni

• Design and refine ML models for operational challenges.
• End-to-end DS lifecycle: problem scoping to deployment.
• Analyze drone sensor, GIS, and text data.
• Collaborate with engineering and domain experts.
• Drive innovation with experimentation and research.
• Develop state-of-the-art algorithms for language models.
• Build AI-based capabilities for decision support and planning.
• Train and optimize models on large text datasets.
• Data preprocessing and feature encoding.
• Stay current with ML advances and apply cutting-edge methods.
• Work with data engineers and product managers.
• Evaluate model performance with appropriate metrics.
• Deploy models to production; ensure robustness.
• Document models and processes for reproducibility.

Conoscenze

Python

Time series analysis

Machine learning modeling

Geospatial analytics

Drone data processing

Multimodal data handling

Production deployment

Problem solving

Collaboration

Formazione

Bachelor's or Master's in Computer Science or Data Science

PhD is a plus

Strumenti

NumPy

Pandas

SciPy

scikit-learn

XGBoost

PyTorch

TensorFlow

Keras

TensorRT

Hugging Face Transformers

GeoPandas

Rasterio

QGIS

MLflow

Weights & Biases

Jupyter Notebooks

Descrizione del lavoro

TEKEVER is seeking a skilled Data Scientist to join our team in advancing drone, GIS, and multimodal data analytics for mission-critical applications. You will develop and deploy ML models, integrate data pipelines, and collaborate across Field Operations, R&D, Flights, and Autopilot teams.

Responsibilities span from problem scoping to production deployment, with emphasis on time series analysis, geospatial data, and robust evaluation. Flexible work arrangements offered.