Machine Learning Engineer

3 weeks ago

chennai, India UPS Full time

Job Description

:

TITLE: MACHINE LEARNING ENGINEER

The Machine Learning Engineer position participates in the support, maintenance, and monitoring of Machine Learning (ML) models and software components that solve challenging business problems for the organization, working in collaboration with the Business, Product, Architecture, Engineering, and Data Science teams.This position participates in assessment and analysis of large-scale data sources of structured and unstructured data (internal and external) to uncover opportunities for ML and Artificial Intelligence (AI) automation. This position works with teams, or individually, to debug, develop minor enhancements, and complete other tasks related to ML/AI environments.
RESPONSIBILITIES

Manage machine learning models in production environments, ensuring smooth integration with existing systems Monitor model performance using established metrics (accuracy, precision, recall, F1 score, etc.) and identify potential issues like performance degradation, drift, or bias Participate in the response and resolution of production incidents promptly, minimizing downtime and impact on business operations Collaborate with stakeholders (data scientists, software engineers, operations) to diagnose and fix problems Maintain documentation for deployed models, including deployment logs, monitoring dashboards, and troubleshooting procedures Ensure model compatibility with new software versions and infrastructure changes. Archive and manage different model versions for auditability and rollback capabilities. Analyze logs, error messages, and other data to diagnose model issues. Utilize debugging tools and techniques specific to machine learning (profiling, feature importance analysis, anomaly detection). Reproduce and isolate issues in test environments before fixing them in production. Document bug fixes and lessons learned to improve future model development and maintenance. Analyze monitoring data proactively to identify trends and potential issues before they impact production. Stay up-to-date on new monitoring tools and techniques for machine learning systems. Report on model performance and health to stakeholders regularly. Stay up-to-date on advances in machine learning and best practices for production usage. Contribute to documentation and knowledge sharing within the team.


QUALIFICATIONS

Primary:

Demonstrated proficiency in Python, SQL, and cloud platforms such as GCP, AWS, or Azure. Experience in DevOps practices for supporting and maintaining applications and products driven by Machine Learning (ML) and Artificial Intelligence (AI). Expertise in developing and optimizing ML pipelines. Understanding and experience in scaling solutions for ML and AI applications. Demonstrate experience in various ML frameworks such as Python, Scala or Java for debugging and developing minor enhancements to models. Proficiency in deploying and managing models using Kubernetes Experience in supporting products with capabilities including Deep Learning, Supervised, and Unsupervised techniques. Familiarity with implementing solutions using Python, Scala, or Java. Ability to utilize visualization tools for model monitoring and management in production. Experience in deploying and managing machine learning models using containerization tools such as Kubernetes, Docker, Fargate, etc. Documentation and communication skills for technical and non-technical stakeholders. Strong investigative and troubleshooting skills with regards to ML Pipelines Excellent written and verbal communication skills Bachelor’s degree in Computer Science or related discipline, or the equivalent in education and work experience

Secondary:

Comfortable working with data scientists, data engineers, product owners and architects Background in Agile/Kanban development methodologies. Experience working within Agile Frameworks for ML and AI projects.


Employee Type:
 

Permanent


UPS is committed to providing a workplace free of discrimination, harassment, and retaliation.

  • Machine Learning Engineer

    3 weeks ago

    Chennai, India Michael Page Full time

    Proficient in PythonGCP tools such as Vertex AIAbout Our ClientClient helps clients put customers first. Their work leads to solutions that help you stay relevant and thrive in an evolving, digital world.Job DescriptionResponsibilities:Design and implement machine learning applications and solutions using GCP tools such as Vertex AICollaborate with data...

  • Machine Learning

    6 days ago

    Chennai, Tamil Nadu, India iTech India Full time

    About the CompanyAbout the RoleAs a machine learning engineer at our company, you will be responsible for designing and implementing machine learning models to solve real-world problems related to computer vision AI. This will involve researching and testing different algorithms and approaches, as well as developing and maintaining machine learning...

  • Machine Learning Engineer

    5 days ago

    Chennai, Tamil Nadu, India Michael Page Full time

    Proficient in PythonGCP tools such as Vertex AIAbout Our ClientClient helps clients put customers first. Their work leads to solutions that help you stay relevant and thrive in an evolving, digital world.Job DescriptionResponsibilities:Design and implement machine learning applications and solutions using GCP tools such as Vertex AICollaborate with data...

  • Machine Learning Engineer

    6 days ago

    Chennai, Tamil Nadu, India Ramco Systems Full time

    Skill Sets Required:Minimum of 3 years of hands-on experience in machine learning and deep learning model development and deployment.3 years+ of experience manipulating data sets and building deep learning models, with a Bachelor's or Master's degree in Statistics, Mathematics, Computer Science or other quantitative field.Strong programming experience, with...

  • Machine Learning Engineer

    2 months ago

    chennai, India Ramco Systems Full time

    Skill Sets Required: Minimum of 3 years of hands-on experience in machine learning and deep learning model development and deployment. 3 years+ of experience manipulating data sets and building deep learning models, with a Bachelor's or Master's degree in Statistics, Mathematics, Computer Science or other quantitative field. Strong programming...

  • Machine Learning Engineer

    2 months ago

    Chennai, India Ramco Systems Full time

    Skill Sets Required: Minimum of 3 years of hands-on experience in machine learning and deep learning model development and deployment. 3 years+ of experience manipulating data sets and building deep learning models, with a Bachelor's or Master's degree in Statistics, Mathematics, Computer Science or other quantitative field. Strong programming...

  • Machine Learning Engineer

    3 weeks ago

    Chennai, India Ramco Systems Full time

    Skill Sets Required: Minimum of 3 years of hands-on experience in machine learning and deep learning model development and deployment. 3 years+ of experience manipulating data sets and building deep learning models, with a Bachelor's or Master's degree in Statistics, Mathematics, Computer Science or other quantitative field. Strong programming...

  • Machine Learning Engineer

    3 weeks ago

    chennai, India Ramco Systems Full time

    Skill Sets Required: Minimum of 3 years of hands-on experience in machine learning and deep learning model development and deployment. 3 years+ of experience manipulating data sets and building deep learning models, with a Bachelor's or Master's degree in Statistics, Mathematics, Computer Science or other quantitative field. Strong programming...

  • Machine Learning Engineer

    2 months ago

    Chennai, India Codem Inc. Full time

    We are actively looking for a Machine Learning (ML) Engineer to join our team.As a Machine Learning Engineer, you will play a crucial role in the development and implementation of cutting-edge artificial intelligence products.Your responsibilities will involve designing and constructing sophisticated machine learning models.In order to thrive in this...

  • Machine Learning Engineer

    2 months ago

    Chennai, India Codem Inc. Full time

    We are actively looking for a Machine Learning (ML) Engineer to join our team.As a Machine Learning Engineer, you will play a crucial role in the development and implementation of cutting-edge artificial intelligence products.Your responsibilities will involve designing and constructing sophisticated machine learning models.In order to thrive in this...

  • Machine Learning Engineer

    2 months ago

    chennai, India Codem Inc. Full time

    We are actively looking for a Machine Learning (ML) Engineer to join our team. As a Machine Learning Engineer, you will play a crucial role in the development and implementation of cutting-edge artificial intelligence products. Your responsibilities will involve designing and constructing sophisticated machine learning models. In order to thrive in this...

  • Machine Learning Engineer

    5 days ago

    Chennai, Tamil Nadu, India Michael Page Full time

    Proficient in Python GCP tools such as Vertex AI About Our Client Client helps clients put customers first. Their work leads to solutions that help you stay relevant and thrive in an evolving, digital world. Job Description Responsibilities: Design and implement machine learning applications and solutions using GCP tools such as Vertex AI ...

  • Machine Learning Engineer

    3 weeks ago

    chennai, India Giggso Full time

    Giggso India Pvt. Ltd is looking for a Machine Learning Engineer with 3.5 years- 6 years to work in product development, lead multiple projects, and mentor junior members of the Machine Learning and Data Engineering Team.Having worked in a startup and /orProduct based organisation is a added advantage.Company DescriptionGiggso is a No-Code ModelOps...

  • Machine Learning Engineer

    1 month ago

    Chennai, India Giggso Full time

    Giggso India Pvt. Ltd is looking for a Machine Learning Engineer with 3.5 years- 6 years to work in product development, lead multiple projects, and mentor junior members of the Machine Learning and Data Engineering Team.Having worked in a startup and/or Product based organisation is a added advantage.Company DescriptionGiggso is a No-Code ModelOps...

  • Machine Learning Engineer

    2 weeks ago

    Chennai, India Giggso Full time

    Giggso India Pvt. Ltd is looking for a Machine Learning Engineer with 3.5 years- 6 years to work in product development, lead multiple projects, and mentor junior members of the Machine Learning and Data Engineering Team.Having worked in a startup and /orProduct based organisation is a added advantage.Company DescriptionGiggso is a No-Code ModelOps...

  • Machine Learning Engineer

    3 weeks ago

    chennai, India Michael Page Full time

    Proficient in Python GCP tools such as Vertex AI About Our Client Client helps clients put customers first. Their work leads to solutions that help you stay relevant and thrive in an evolving, digital world. Job Description Responsibilities: Design and implement machine learning applications and solutions using GCP tools such as...

  • Machine Learning Engineer

    3 weeks ago

    Chennai, India UPS Full time

    Job Description:TITLE: MACHINE LEARNING ENGINEERTheMachine Learning Engineerposition participates in the support, maintenance, and monitoring of Machine Learning (ML) models and software components that solve challenging business problems for the organization, working in collaboration with the Business, Product, Architecture, Engineering, and Data Science...

  • Machine Learning Engineer

    1 month ago

    Chennai, India UPS Full time

    Job Description:TITLE: MACHINE LEARNING ENGINEERTheMachine Learning Engineerposition participates in the support, maintenance, and monitoring of Machine Learning (ML) models and software components that solve challenging business problems for the organization, working in collaboration with the Business, Product, Architecture, Engineering, and Data Science...

  • Machine Learning Engineer

    6 days ago

    Chennai, Tamil Nadu, India Giggso Full time

    Giggso India Pvt. Ltd is looking for a Machine Learning Engineer with 3.5 years- 6 years to work in product development, lead multiple projects, and mentor junior members of the Machine Learning and Data Engineering Team. Having worked in a startup and/or Product based organisation is a added advantage. Company Description Giggso is a No-Code ModelOps...

  • Machine Learning Engineer

    3 weeks ago

    chennai, India Virtusa Full time

    Machine Learning Engineer - CREQ179559 Description Proven experience as a Machine Learning Engineer, Data Scientist, or related role. Strong programming skills in Python. Familiarity with popular machine learning libraries and frameworks such as TensorFlow, Keras, PyTorch, or scikit-learn. In-depth knowledge in storing and retrieving data from vector DB....