
Advanced ML Specialist
Information Technology (IT)
Celect is an advanced recruitment platform that streamlines the hiring process for all-size companies.
Celect is seeking an Advanced Machine Learning Specialist to join our dynamic team. This role is crucial in developing custom machine learning models that enhance recruiters' ability to make informed hiring decisions. The ideal candidate will have extensive experience in machine learning, data science, and a passion for leveraging AI to solve complex problems.
Key Responsibilities:
Model Development and Optimization:
- Design, develop, and implement custom machine learning models tailored to Celect's recruiting needs.
- Optimize models for accuracy, efficiency, and scalability.
Data Analysis and Feature Engineering:
- Analyze large datasets to identify patterns and insights that inform model development.
- Perform feature engineering to improve model performance and predictive power.
Collaboration and Integration:
- Collaborate with cross-functional teams, including data engineers, product managers, and recruiters, to understand requirements and integrate models into the recruitment platform.
- Work closely with software engineers to deploy models into production environments.
Research and Innovation:
- Stay up-to-date with the latest advancements in machine learning and AI technologies.
- Experiment with new algorithms and techniques to continuously improve model performance.
Model Evaluation and Maintenance:
- Evaluate model performance using appropriate metrics and validation techniques.
- Monitor and maintain models in production, ensuring they remain accurate and relevant over time.
Documentation and Reporting:
- Document model development processes, methodologies, and outcomes.
- Prepare regular reports on model performance and insights gained from data analysis.
Job Details
Work Place
Remote
Location
Anywhere
Job Type
Full Time
Department
Information Technology (IT)
Pay Range
180,000 -
220,000
USD/Year
Experience
Mid-Senior Level
Industry
Posted On
May 22, 2024
Expires On
Jun 13, 2024