ML Engineer (Computer Vision & VLM)
3 нед. назад
Страна неизвестнаRemote
computer visionvisual language modelskubernetesdata pipelinestrainingfine-tuningmodel evaluation
Develop and productionize computer vision and visual language ML models for intelligence and public safety projects.
Обязанности
- We are looking for a hands-on Machine Learning Engineer to develop and productionize modern computer vision and visual language capabilities across major intelligence and public safety projects. You will work directly with state-of-the-art and open-source computer vision models, visual language models (VLMs), and related AI technologies — training, evaluating, fine-tuning, and optimizing them for real-world use cases.
- You will work on challenging problems including object recognition and identification, image and document understanding, geospatial data, satellite imagery, and large-scale visual data. The role combines model development with practical engineering: building data pipelines and scrapers, running experiments, and taking promising approaches into reliable systems.
- This is a highly hands-on role for someone with exceptional learning ability, strong analytical and engineering skills, and a genuine interest in applying AI to complex problems in the intelligence and public safety domain. You will work closely with other engineers, technical leadership, and cross-functional teams to turn ideas and experiments into impactful capabilities.
- Develop, train, evaluate, and fine-tune computer vision and visual language models.
- Work on object recognition, detection, classification, and identification.
- Build data pipelines, scrapers, and workflows for large-scale visual and geospatial datasets.
- Experiment with state-of-the-art and open-source models and turn promising approaches into reliable systems.
- Work with satellite imagery, geospatial data, sensors, and other visual intelligence sources.
- Take ownership of experimental projects and rapidly explore new ideas and technologies.
- Collaborate closely with other engineers and technical leadership on key initiatives.
- Travel every 2–4 weeks for architecture reviews and team events.
Требования
- Bachelor's degree or higher in Computer Science, Physics, Mathematics, or a related field; with excellent grade record from a leading university (Master's preferred).
- Strong academic record and excellent analytical and problem-solving skills.
- Strong programming skills and experience developing or fine-tuning AI/ML models.
- Experience with computer vision, VLMs, image understanding, or related ML applications.
- Strong interest in data, analytics, and data pipelines.
- Exceptional ability and motivation to learn new technologies and domains quickly.
- Self-directed, hands-on, and comfortable working without close day-to-day management.
- Strong team player with clear and honest communication.
- Excellent German language skills.
- Eligible to work full-time in Germany and willing to undergo the required security clearance and background checks.
Будет плюсом
- Experience with georeferencing, satellite imagery, remote sensing, OpenStreetMap, or photogrammetry.
- Experience with large-scale data pipelines, cloud infrastructure, or ML deployment.
- Experience with sensors such as drones, antennas, or cameras.
- Background in computer vision research, e.g. Fraunhofer IGD or similar.
- Knowledge of Russian or Ukrainian language.
- Interest or experience in military, intelligence, defense, or public safety domains.
Условия
- Remote-first, Germany-wide: Work from wherever you do your best work, with regular team gatherings in Berlin and other off-site locations.
- Flexibility by default: Flexible working hours help you make work fit your life.
- Your setup, your way: Get a personal home-office equipment budget to create a workspace that works for you.
- 30 days of vacation: Take the time you need to recharge and come back with fresh energy.
- Keep growing: We invest in your personal and professional development.
- Get rewarded for impact: Performance bonuses are tied to agreed objectives and key results.
- A warm welcome: Every new team member gets a welcome goodie bag.
- Good people, good times: From summer and Christmas parties to regular team gatherings, we make time to celebrate together.
- A mission that matters: Work on challenges with tangible impact on public safety and national security.
Другое
- Orcrist is building a next generation data intelligence platform using cutting-edge technologies. We're handling petabyte-scale data with sub-second queries. Our product is a Kubernetes‑based platform delivered as B2B SaaS or as a self‑hosted on‑prem solution, including air‑gapped deployments. We enable customers across defense, law enforcement, and enterprise to turn mission-critical data into actionable intelligence.