Job Title: AI/ML Engineer
Location: Navi Mumbai
Job Description:
We are seeking a highly skilled
AI/ML Engineer with a strong background in AWS cloud services, data analytics,
and machine learning technologies. The ideal candidate will have a minimum of 2
years of experience in developing and deploying AI/ML solutions, with a focus
on leveraging cloud infrastructure for scalable and efficient data processing.
Key Responsibilities:
1. AI/ML Solution Development: Design,
develop, and implement end-to-end AI/ML solutions to solve complex business
problems. This includes data preprocessing, model training, evaluation, and
deployment.
2. AWS Cloud Services: Utilize AWS cloud
services such as EC2, S3, Lambda, and SageMaker to build scalable and reliable
AI/ML pipelines. Optimize infrastructure for performance, cost, and security.
3. Data Analytics: Perform exploratory
data analysis, feature engineering, and data visualization to gain insights
from large datasets. Collaborate with data engineers to ensure data quality and
availability for AI/ML models.
4. Model Training and Evaluation: Develop
and fine-tune machine learning models using algorithms such as regression,
classification, clustering, and deep learning. Evaluate model performance using
appropriate metrics and techniques.
5. Model Deployment and Monitoring:
Deploy trained models into production environments and integrate them with
existing systems. Implement monitoring and logging solutions to track model
performance and detect anomalies.
6. Continuous Learning and Innovation:
Stay updated with the latest advancements in AI/ML technologies, tools, and
techniques. Experiment with new approaches and methodologies to improve the
effectiveness of AI/ML solutions.
7. Collaboration and Communication: Work
closely with cross-functional teams including data scientists, software
engineers, and business stakeholders to understand requirements and deliver
solutions that meet business objectives.
