TL;DR
Senior Data Scientist (AI): Developing and optimizing machine learning models for brick-shape recognition using 3D point cloud and image data with an accent on MLOps standards and production-grade deployment. Focus on building scalable intelligent systems, ensuring lifecycle management via MLFlow, and collaborating within cross-functional teams to solve complex computer vision challenges.
Location: Remote in Poland
Company
hirify.global is a global custom product engineering company with over 4,000 specialists that helps organizations and startups solve complex business challenges through innovative technology.
What you will do
- Develop and optimize ML models for brick-shape recognition using 3D point cloud data.
- Build and improve computer vision models for image-based recognition tasks.
- Ensure ML development and deployment align with internal MLOps standards, tooling, and pipelines.
- Collaborate with engineers and product teams to prototype, validate, and scale ML solutions.
- Participate in code reviews, architecture discussions, and continuous improvement initiatives.
Requirements
- Location: Must be based in Poland
- Hands-on experience with MLOps (model lifecycle management, deployment, monitoring, MLFlow, CI/CD).
- Solid experience with computer vision techniques and workflows.
- Practical experience working with 3D point cloud data.
- Strong proficiency in Python.
- Ability to work in an innovation-driven environment and communicate effectively.
Nice to have
- Experience with Databricks and GPU-accelerated ML workloads.
- Knowledge of Docker and Kubernetes.
- Familiarity with Amazon S3 or similar cloud storage platforms.
- Background in hardware or machine-building environments.
Culture & Benefits
- Flexible remote working policy.
- Access to Udemy, language courses, and company-paid certifications.
- Internal community events, meetups, workshops, and conferences.
- Company-paid medical insurance and mental health support.
- Financial and legal consultations available.
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