AI/ML Software Developer

We are seeking a talented and innovative AI/ML Software Developer to join our team. The ideal candidate will be responsible for developing, optimizing, and deploying machine learning models and artificial intelligence solutions. This role requires a deep understanding of algorithms, data processing, and AI/ML frameworks. You will work closely with data scientists, software engineers, and product managers to build intelligent systems that solve real-world problems and enhance business processes.

Responsibilities

• AI/ML Model Development:
• Design, develop, and implement machine learning models and AI algorithms tailored to business needs.
• Collaborate with data scientists to transform raw data into actionable insights through predictive models.
• Optimize ML models for accuracy, performance, and scalability.
• End-to-End Solution Deployment:
• Integrate AI/ML models into existing software systems and production environments.
• Automate model training, testing, and deployment processes using tools such as TensorFlow, PyTorch, or other AI/ML frameworks.
• Monitor model performance in production and implement updates to ensure continuous improvement.
• Data Processing and Feature Engineering:
• Work with large datasets to preprocess and clean data for machine learning applications.
• Engineer and select appropriate features from raw data to improve model performance.
• Collaborate with data engineers to ensure seamless integration of data pipelines into machine learning workflows.
• Research and Innovation:
• Stay up-to-date with the latest AI/ML research, trends, and technologies.
• Experiment with new algorithms, techniques, and tools to improve the efficiency and effectiveness of existing models.
• Propose innovative solutions for applying AI/ML to solve business challenges.
• Performance Optimization and Troubleshooting:
• Identify bottlenecks in AI/ML models and optimize algorithms for performance, speed, and memory usage.
• Debug and troubleshoot issues that arise in the development and deployment of AI/ML models.
• Conduct A/B testing and evaluate model effectiveness using appropriate metrics.
• Collaboration and Documentation:
• Work closely with software developers, data scientists, and product teams to understand requirements and translate them into technical solutions.
• Provide technical expertise and guidance on AI/ML best practices.
• Document AI/ML development processes, including model architecture, feature engineering techniques, and performance metrics.

Requirements

• Bachelor’s degree in Computer Science, Machine Learning, Data Science, or related field (Master’s degree preferred).
• 2+ years of experience developing AI/ML solutions.
• Strong programming skills in Python and familiarity with AI/ML libraries and frameworks (e.g., TensorFlow, PyTorch, Scikit-learn, Keras).
• Solid understanding of machine learning algorithms (e.g., supervised and unsupervised learning, deep learning, reinforcement learning).
• Experience with data preprocessing, feature engineering, and model optimization.
• Familiarity with cloud platforms (AWS, GCP, or Azure) and MLOps tools for deployment and monitoring.