Python Developer
Location: Poland (Remote)
Contract: 6 Months +
Start: ASAP
Key Skills: Innovation | Machine Learning | Data Insights | Real-time Processing | Collaboration | Python | Model Deployment | Docker | Mentorship |
Key Responsibilities:
- Generate innovative ideas and develop compelling business cases, presenting them effectively to stakeholders.
- Analyze complex datasets to uncover actionable insights, translating findings into strategic recommendations.
- Communicate data-driven insights through clear verbal presentations and impactful visualizations tailored to diverse audiences.
- Collaborate with cross-functional teams to establish and implement success metrics, ensuring alignment with product objectives and stakeholder needs.
- Develop, implement, and fine-tune machine learning models that are scalable, reliable, and efficient for real-time predictions.
- Partner with Machine Learning Engineers to deploy and maintain models while driving performance enhancements.
- Work with real-time data, seamlessly integrating it into machine learning frameworks to optimize predictions.
- Collaborate with Developers and Operations Research Scientists to ensure effective utilization of predictions for operational impact.
- Foster collaboration within the data science team by sharing best practices, providing feedback, and driving continuous improvement.
Experience:
- Expertise in data science and machine learning methodologies, with proven experience applying them in production settings.
- Demonstrated success in deploying, scaling, and maintaining machine learning models for long-term use.
- Proficiency in Python (e.g., scikit-learn, pandas, seaborn) and SQL for data analysis and production applications.
- Strong grasp of software development practices, including testing, version control (git), code reviews, and lifecycle management for models.
- Familiarity with Docker containers for creating reproducible and scalable environments.
- Experience integrating real-time data into machine learning pipelines and frameworks.