
Machine Learning Expert
7 hours ago
As a Machine Learning Expert, you will be responsible for leveraging your strong experience in developing and implementing complex data-driven solutions to drive business innovation and efficiency.
Key Responsibilities:- Data Analysis and Modeling: Utilize your solid background in mathematics and statistics to design and develop robust machine learning models, with a focus on integrating Large Language Models (LLMs) where applicable.
- Collaboration and Communication: Collaborate effectively within cross-functional teams, contributing to iterative development and continuous improvement.
- Process Documentation: Document business processes, workflows, and requirements clearly and comprehensively.
- Domain Alignment: Engage in close collaboration with various domains within the organization to ensure alignment and understanding of business needs.
- Proficiency in Python, Machine Learning, and SQL: Proficiency in Python, Machine Learning, REST API, and SQL.
- Data Processing and Verification: Experience with data processing, cleansing, and verification to ensure data integrity for analysis.
- Data Quality Checks: Conduct data quality checks and exploratory analyses to inform model development.
- Programming Skills: Demonstrated programming skills in relevant languages, particularly Python and API development.
- End-to-End ML Model Development: Build end-to-end machine learning models, including data structures and transformation processes.
- Statistical Modeling Techniques: Strong understanding of statistical modeling techniques (e.g., Regression, Clustering, Decision Trees, Logistic Regression).
- Machine Learning Algorithms: Familiarity with machine learning algorithms (e.g., KNN, Random Forests, Ensemble Methods, Bayesian/Markov Networks).
- Data Mining Concepts: Knowledge of data mining concepts and experience with data visualization tools and dashboards.
- Diverse Work Environment: We are committed to creating a diverse environment and are proud to be an equal opportunity employer.
We value creativity, innovation, and teamwork. If you have a passion for machine learning and a desire to make a meaningful impact, we encourage you to apply.
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