Al/ML Developer
Confidential
Job Description
Algorithm Development : Design and implement machine learning algorithms to solve specific business problems. Develop and optimize models for various applications, such as natural language processing, computer vision, recommendation systems, etc. Data Analysis and Preprocessing : Collect, clean, and preprocess large datasets for training and testing machine learning models. Perform exploratory data analysis to identify patterns and insights that can inform model development. Model Training and Evaluation : Train and fine - tune machine learning models using appropriate frameworks and libraries. Evaluate and validate model performance using relevant metrics, and implement strategies for improvement. Feature Engineering : Identify relevant features and variables for model training. Develop and implement feature engineering techniques to enhance model performance. Collaboration : Work closely with cross - functional teams, including software developers, data engineers, and business stakeholders, to integrate machine learning solutions into products and systems. Research and Innovation : Stay abreast of the latest developments in AI/ML research and technologies. Contribute to the development of innovative solutions and applications. Model Deployment : Collaborate with IT teams to deploy machine learning models into production environments. Implement strategies for model monitoring, maintenance, and updates.
Requirements
- 5 years of experience required
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