
Data Innovation Specialist
2 days ago
Job Overview:
We are seeking a Senior Data Analyst with expertise in developing innovative AI & ML solutions.
Key Responsibilities:
- Analyze complex datasets to extract meaningful insights and patterns using statistical methods and machine learning techniques.
- Design, develop and implement advanced machine learning models and algorithms to solve business problems and drive data-driven decision making.
- Perform feature engineering, model selection, and hyperparameter tuning to optimize model performance and accuracy.
- Create and maintain data processing pipelines for efficient data collection, cleaning, transformation, and integration.
- Evaluate model performance using appropriate metrics and validation techniques to ensure reliability and robustness.
- Implement A/B testing and experimental design methodologies to validate hypotheses and measure the impact of implemented solutions.
- Develop proof-of-concept applications to demonstrate the value and feasibility of data science solutions.
Requirements:
- 5 to 12 years of demonstrated expertise in applying advanced statistical modeling, machine learning algorithms, and deep learning techniques.
- Proficiency in programming languages such as Python and cloud platforms like Azure and Snowflake.
- Strong knowledge of SQL and experience working with various database systems and big data technologies.
- Proven track record of developing and deploying machine learning models in production environments.
- Strong mathematics background including statistics, probability, linear algebra, and calculus.
- Excellent communication skills with ability to translate technical concepts to non-technical stakeholders.
- Knowledge of ethical considerations in AI development including bias detection and mitigation techniques.
What We Offer:
- A dynamic work environment with opportunities to work on diverse projects.
- A chance to work with a talented team of data scientists and engineers.
- Professional growth and development opportunities.
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