Senior Officer - Machine Learning

Responsibilities

• Design, build, and deploy machine learning models and algorithms
• Collaborate with data scientists to refine data features and enhance model performance
• Optimize and improve existing machine learning models for efficiency and accuracy
• Conduct data preprocessing, feature engineering, and data analysis
• Monitor and maintain models in production to ensure they operate effectively
• Document and communicate model designs and performance metrics to stakeholders
• Stay updated on the latest industry trends and advancements in machine learning and AI. Participate in code reviews and contribute to a culture of continuous improvement
• Desired Candidate Profile

Requirements

• Bachelor's degree in Computer Science, Data Science, Mathematics, or a related field
• Proven experience as a Machine Learning Engineer or in a similar role
• Proficiency in programming languages such as Python, Java, or R. Experience with machine learning frameworks and libraries (e.g.,AWS BedRock, Amazon SageMaker, TensorFlow, PyTorch, Scikit-learn)
• Strong understanding of algorithms, data structures, and software engineering principles
• Familiarity with cloud platforms (e.g., AWS, Azure, GCP) and tools for deploying machine learning models
• Knowledge of data manipulation and analysis tools (e.g., SQL, Pandas, NumPy)
• Excellent problem-solving skills and ability to work collaboratively in a team environment
• Experience with deep learning and natural language processing (NLP) techniques
• Understanding of model interpretability and explainability
• Perform statistical analysis, and train and retrain systems to optimize performance