Machine Learning Engineer

Overview

• A Machine Learning Engineer designs, builds, and deploys machine learning models, focusing on making AI systems practical and scalable, often collaborating with data scientists and software engineers.
• Here's a more detailed breakdown of what a Machine Learning Engineer does: Key Responsibilities:
• Model Development & Optimization: Develop and optimize machine learning models, including neural networks and deep learning architectures. Implement and fine-tune machine learning algorithms.
• Build and maintain data pipelines for feeding models. Train, retrain, and monitor machine learning systems and models.
• Deployment & Scalability: Deploy machine learning models into production environments.
• Ensure models are scalable and can handle real-world data volumes. Develop APIs for accessing models.
• Collaboration & Communication: Work closely with data scientists to understand model requirements and develop solutions.
• Collaborate with software engineers to integrate models into applications. Communicate technical details to both technical and non-technical audiences.
• Monitoring & Maintenance: Monitor the performance of deployed models and identify areas for improvement. Implement monitoring systems to track model performance. Retrain models as needed with new data.
• Data Handling & Preparation: Process and prepare data for machine learning models. Cleanse and transform data to meet model requirements. Explore and visualize data to gain insights.
• Experimentation & Evaluation: Conduct experiments to evaluate the performance of different models and algorithms.
• Analyze results and identify areas for improvement. Establish performance metrics to gauge model effectiveness. Skills & Tools: Programming Languages: Python, R, Java, C++
• Machine Learning Frameworks: TensorFlow, PyTorch, Scikit-learn Databases: SQL, NoSQL Cloud Computing: AWS, Google Cloud, Azure
• Data Analysis & Visualization: Tableau, Power BI Statistical Knowledge: Probability, Regression, Classification Software Engineering Principles: Version control, testing, deployment

Job Types: Full-time, Permanent

Pay: ₹243,584.55 - ₹1,410,538.72 per year

Benefits:

• Food provided
• Work from home

Schedule:

• Day shift
• Morning shift

Supplemental Pay:

• Yearly bonus

Work Location: In person