6 дней назад
Machine Learning Engineer (Computer Vision)
128 000 - 215 600$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Engineer (Computer Vision): Building scalable geospatial data pipelines and production machine learning systems that transform satellite imagery into trusted labeled datasets and deployed models with an accent on data lineage, low-latency inference, and continuous model improvement. Focus on training computer vision models, orchestrating annotation and training workflows, and operating secure cloud services for large-scale imagery processing.
Location: Remote within the United States; applicants must be a U.S. Person, defined as a U.S. citizen, permanent resident, Asylee, or Refugee.
Salary: $128,000–$215,600 annually, depending on location and qualifications.
Company
develops spatial intelligence products that help decision makers and operators understand current and future conditions using geospatial data.
What you will do
- Build scalable pipelines for satellite imagery, metadata, sensor information, acquisition data, and geolocation attributes.
- Move data reliably between annotation, storage, and model training systems while maintaining lineage and versioning.
- Develop, fine-tune, and deploy machine learning and computer vision models that generate proposed annotations.
- Build and operate batch or real-time inference pipelines, evaluate model performance, and manage model versions.
- Use model feedback to prioritize imagery for labeling and reduce manual annotation effort and turnaround time.
- Collaborate with domain experts, annotation partners, machine learning engineers, and software engineers.
Requirements
- 5+ years of relevant experience in machine learning engineering, data engineering, backend software engineering, or a related technical field.
- Hands-on experience training or adapting deep learning models and deploying them to production.
- Experience with cloud compute, databases, storage, identity and access management, and workflow orchestration.
- Experience with containerized services, CI/CD, infrastructure as code, observability, secure configuration, debugging, and incident response.
- Strong Python application development skills.
- Bachelor’s degree in computer science, machine learning, data engineering, geospatial science, GIS, remote sensing, or a related discipline, or equivalent experience.
Nice to have
- Experience with Google Cloud Platform, Cloud Run, Cloud SQL, Cloud Storage, IAM, service accounts, and Vertex AI.
- Experience with PostgreSQL, PostGIS, schema migrations, and spatial data modeling.
- Experience processing satellite or aerial imagery, GeoTIFF, coordinate reference systems, GDAL, Rasterio, Shapely, Fiona, or GeoPandas.
- Experience with computer vision tasks such as object detection, semantic segmentation, instance segmentation, or change detection.
Culture & Benefits
- Full-time employment with a competitive total rewards package.
- 401(k) with company match, mental health resources, student loan repayment assistance, adoption reimbursement, and pet insurance.
- Incentive eligibility based on contribution, company performance, and individual results.
- Inclusive workplace committed to equal opportunity and respect for all team members.
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