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Coforge - Machine Learning Engineer - PySpark/Python (4-8 yrs) Gurgaon/Gurugram
Location:
Gurgaon/Gurugram
Description:
Responsibilities :Model Deployment & Management :- Ensure seamless operation of deployed machine learning models within the RCP platform.- Monitor and troubleshoot model performance for accuracy and efficiency.- Collaborate with data scientists and software engineers to optimize model pipelines for production.Machine Learning Operations (MLOps) :- Utilize Airflow to schedule and orchestrate the execution of machine learning pipelines, ensuring timely and efficient processing.- Develop and implement logging strategies to capture application and Airflow logs for monitoring and analysis.- Design and maintain workflows for MLOps processes within the team.Data Engineering & Integration :- Utilize PySpark for handling the complete data flow, including data cleaning, transformation, and feature engineering for machine learning models.- Integrate various data sources and services within the machine learning pipelines.Technical Expertise :- Leverage Python and PySpark as your primary tools for data manipulation and machine learning development.- Utilize Spark Streaming for real-time processing of data streams.- Possess a working knowledge of AWS cloud platform, Docker containers, and Kubernetes for potential deployments.Problem-Solving & Communication :- Debug and troubleshoot issues that arise during the execution of machine learning pipelines.- Collaborate effectively with data scientists, software engineers, and platform operations teams to resolve challenges and optimize solutions.- Document technical processes and findings clearly.Qualifications :- 4-8 years of experience as a Machine Learning Engineer or related field.- Strong understanding of machine learning concepts, algorithms, and methodologies.- Expertise in Python and PySpark for data analysis and machine learning development.- Experience with Airflow for scheduling and orchestrating machine learning pipelines.- Familiarity with MLOps principles and practices for model deployment and management.- Experience integrating different data sources and services within machine learning pipelines.- Strong problem-solving and debugging skills.- Excellent communication and collaboration skills.Bonus Points :- Experience working with AWS, Docker, and Kubernetes technologies.- Experience in a travel technology or hospitality domain. (ref:hirist.tech)
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More About this Listing: Coforge - Machine Learning Engineer - PySpark/Python (4-8 yrs) Gurgaon/Gurugram
Coforge - Machine Learning Engineer - PySpark/Python (4-8 yrs) Gurgaon/Gurugram is a Engineering Engineer Job at Coforge located in India. Find other listings like Coforge - Machine Learning Engineer - PySpark/Python (4-8 yrs) Gurgaon/Gurugram by searching Oodle for Engineering Engineer Jobs.
Coforge - Machine Learning Engineer - PySpark/Python (4-8 yrs) Gurgaon/Gurugram is a Engineering Engineer Job at Coforge located in India. Find other listings like Coforge - Machine Learning Engineer - PySpark/Python (4-8 yrs) Gurgaon/Gurugram by searching Oodle for Engineering Engineer Jobs.