Machine Learning Engineer

2 weeks ago


Ahmedabad Bengaluru Chennai, India Robotics Technologies Full time
Job Description

We are seeking a Machine Learning Engineer to join our dynamic and innovative team. As a Machine Learning Engineer, you will play a critical role in designing, developing, and deploying machine learning models that power our products and services. You will work closely with data scientists, engineers, and product managers to turn complex business problems into actionable machine learning solutions.

Responsibilities:

- Design and Build Models: Develop and implement machine learning models and algorithms for various applications including recommendation systems, predictive analytics, natural language processing (NLP), and computer vision.
- Data Preparation: Collaborate with data engineers to clean, preprocess, and structure datasets for model development. Conduct exploratory data analysis (EDA) and feature engineering.
- Model Training and Optimization: Train machine learning models, fine-tune parameters, and optimize performance through techniques like cross-validation and hyperparameter tuning.
- Deployment: Deploy machine learning models into production environments, ensuring they are scalable, efficient, and maintainable. Work with software engineers to integrate models into applications.
- Model Evaluation: Monitor the performance of models in production, and continuously evaluate and improve models as new data becomes available.
- Collaboration: Work with cross-functional teams including data scientists, software engineers, and business stakeholders to ensure that the machine learning solutions align with the overall company goals and objectives.
- Stay Updated: Keep up-to-date with the latest advancements in the machine learning field, experimenting with new techniques and tools as appropriate.

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