Posted:3 days ago|
Platform:
Work from Office
Full Time
We are looking for an experienced Python Developer with advanced SQL skills and expertise in data modeling and regression analysis. The ideal candidate will have a strong foundation in software development, with additional knowledge of machine learning (ML) and artificial intelligence (AI) being highly desirable. This role involves designing and implementing data-driven solutions and leveraging advanced analytics to drive business insights and innovation.
- Design, develop, and maintain Python-based applications, tools, and data pipelines.
- Write efficient, reusable, and reliable code in Python, adhering to best practices.
- Develop and optimize complex SQL queries to manage and analyze large datasets.
- Create and maintain stored procedures, triggers, and views to support data operations.
- Design and implement data models to structure and organize data effectively for various applications.
- Collaborate with stakeholders to ensure data models meet business requirements and objectives.
- Perform regression analysis to interpret data trends and provide actionable insights.
- Develop predictive models to enhance decision-making and business strategies.
- Apply machine learning algorithms and techniques to solve complex problems and improve data-driven solutions.
- Explore and implement AI technologies to enhance data analysis and automate processes.
- Monitor and optimize the performance of SQL queries and Python scripts.
- Identify and resolve performance bottlenecks and issues.
- Work with cross-functional teams including data analysts, business analysts, and product managers to deliver high-quality solutions.
- Document code, processes, and data models comprehensively to ensure clarity and knowledge sharing.
- Bachelors degree in computer science, Data Science, Engineering, or a related field.
- 2+ years of experience in Python development and advanced SQL querying.
- Proficiency in Python, including experience with libraries and frameworks such as Pandas, NumPy, and SQL Alchemy.
- Advanced SQL skills with expertise in database design, querying, and optimization.
- Strong experience with data modeling and regression analysis techniques.
- Excellent analytical and problem-solving abilities with a strong understanding of data trends and insights.
- Strong communication skills, both verbal and written.
- Ability to work effectively in a collaborative, team-oriented environment.
- Knowledge of machine learning (ML) algorithms and artificial intelligence (AI) techniques.
- Experience with ML/AI libraries and frameworks (e.g., Scikit-learn, TensorFlow, PyTorch).
- Familiarity with cloud platforms (e.g., GCP, Azure)
- Experience with data visualization tools (e.g., Tableau, Power BI) would be good to have.
Lumina Datamatics
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