
Data Scientist
Աշխատանքի նկարագրություն
Optimax Dev is made up of a team of top-tier international developers. We create innovative and unique products in the healthcare sector, helping people across the globe access eyewear effortlessly.
Our main goal is scalability and stability of the written code. We are not afraid of complex implementation and always adhere to high-quality standards.
About the Role: We are seeking an experienced Data Scientist to join us bringing both deep data science expertise and strong MLOps capabilities. You'll work hands-on with our team on modeling and experimentation while establishing technical workflows and implementing production-ready ML systems.
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Required Qualifications:
- Bachelor's degree or higher in Computer Science, Statistics, Mathematics, or related field
- 5+ years of hands-on experience in Data Science (not just analytics or Python development)
- Strong theoretical understanding of ML/statistical methods and their practical applications
- Proven experience building and deploying machine learning models
** Deep expertise in:**
- Statistical analysis and experimental design
- Machine learning algorithms (clustering, neural networks, tree-based methods, etc.)
- Model evaluation and validation techniques
MLOps experience required:
- Model deployment and serving
- ML pipeline orchestration
- ML workflow tools
- Model monitoring and versioning
- Proficiency with Python and data science libraries (Pandas, NumPy, Scikit-learn, PyTorch/TensorFlow)
- Experience with SQL and working with large datasets
- Strong problem-solving skills and ability to translate business problems into data science solutions
- Excellent communication skills and technical leadership experience
- Comfortable with Git and collaborative development
Preferred Qualifications:
- Experience with computer vision tasks (classification, segmentation, OCR)
- Cloud platform experience (GCP)
- Experience with recommender systems
- Background in e-commerce or similar data-rich environments
- Experience with LLMs and RAG systems
- Experience building ETL pipelines and data engineering concepts
What We're Looking For:
- A data scientist who can seamlessly bridge research and production
- Someone who enjoys both modeling work and building scalable systems
- Ability to work on complex data science problems while ensuring production readiness
- Strong technical judgment across both data science and engineering domains
- Experience taking models from notebook to production
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Core Responsibilities:
- Lead data science initiatives and drive technical excellence across the team
- Develop and implement machine learning models and algorithms hands-on
- Establish and manage technical workflows and development processes
- Collaborate closely with team members on modeling and pure data science work
- Guide the team's technical direction and methodology choices
- Design and implement MLOps pipelines for model deployment and monitoring
- Document experiments, findings, and technical decisions thoroughly
- Mentor team members and elevate the team's technical capabilities
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