Machine Learning Engineer
1 week ago
If you have the qualities and drive to lead yourself or teams, there are roles ready to cultivate your skills and take you to the next level.
Job Description:
TITLE:
MACHINE LEARNING ENGINEERThe
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.
RESPONSIBILITIESManage machine learning models in production environments, ensuring smooth integration with existing systemsMonitor model performance using established metrics (accuracy, precision, recall, F1 score, etc.) and identify potential issues like performance degradation, drift, or biasParticipate in the response and resolution of production incidents promptly, minimizing downtime and impact on business operationsCollaborate with stakeholders (data scientists, software engineers, operations) to diagnose and fix problemsMaintain documentation for deployed models, including deployment logs, monitoring dashboards, and troubleshooting proceduresEnsure 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.
QUALIFICATIONSPrimary:
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 KubernetesExperience 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 PipelinesExcellent written and verbal communication skillsBachelor's degree in Computer Science or related discipline, or the equivalent in education and work experienceSecondary:
Comfortable working with data scientists, data engineers, product owners and architectsBackground in Agile/Kanban development methodologies.
Experience working within Agile Frameworks for ML and AI projects.
Employee Type:
PermanentUPS is committed to providing a workplace free of discrimination, harassment, and retaliation.
-
Machine Learning
1 week ago
Chennai, Tamil Nadu, India iTech India Full timeAbout 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
1 week ago
Chennai, Tamil Nadu, India Michael Page Full timeProficient 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
1 week ago
Chennai, Tamil Nadu, India Ramco Systems Full timeSkill 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
1 week ago
Chennai, Tamil Nadu, India Michael Page Full timeProficient 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
1 week ago
Chennai, Tamil Nadu, India Giggso Full timeGiggso 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
1 week ago
Chennai, Tamil Nadu, India Virtusa Full timeMachine 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....
-
Machine Learning Engineer
1 week ago
Chennai, Tamil Nadu, India Nilasu consulting Full timeSummary :We are seeking a highly skilled and experienced Machine Learning Engineer to join our growing Data Science team. You will play a key role in designing, developing, and deploying machine learning models to solve real-world business problems across various domains like recommendation systems, customer segmentation, NLP (Natural Language Processing),...
-
Machine Learning Engineer
1 week ago
Chennai, Tamil Nadu, India UPS Full timeJob 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,...
-
Machine Learning Engineer
1 week ago
Chennai, Tamil Nadu, India UPS India Full timeExplore your next opportunity at a Fortune Global 500 organization. Envision innovative possibilities, experience our rewarding culture, and work with talented teams that help you become better every day. We know what it takes to lead UPS into tomorrow—people with a unique combination of skill + passion. If you have the qualities and drive to lead yourself...
-
Machine Learning Engineer
1 week ago
Chennai, Tamil Nadu, India TalentcoSearch Full time5 Days Work from OfficeAbout the role :We are looking for a Machine Learning Engineer who will work on a broad range of cutting-edge data analytics and machine learning problems across a variety of industries. More specifically, you will Collaborate with data scientists to transition ML models from development to production. Design and implement MLOps...
-
Senior Machine Learning Engineer
1 week ago
Chennai, Tamil Nadu, India ZoomInfo Full timeSenior Machine Learning EngineerZoomInfo is actively seeking a Senior Machine Learning Engineer to join our Enterprise Data Science team. In this strategic role, you will be at the forefront of deploying advanced machine learning models and overseeing their seamless transition into production, with a primary focus on harnessing data science and machine...
-
Machine Learning Engineer
1 week ago
Chennai, Tamil Nadu, India Tessolve Full timeJob Summary Position : Machine Learning Engineer Experience: years Location – Chennai Tessolve Semiconductors a venture of Hero Electronix, part of $5B Hero Group companies a Design and Test Engineering Service Company providing End to End Solutions from Product Engineering, Software, Hardware, Wireless, Automotive and...
-
Senior Machine Learning Engineer
1 week ago
Chennai, Tamil Nadu, India ZoomInfo Full timeMachine learning:Enterprise Data & Analytics - Senior, Machine Learning ZoomInfo is actively seeking a Senior Machine Learning Engineer to join our Enterprise Data Science team. In this strategic role, you will be at the forefront of deploying advanced machine learning models and overseeing their seamless transition into production, with a primary focus on...
-
Senior Machine Learning Engineer
1 week ago
Chennai, Tamil Nadu, India ZoomInfo Full timeMachine learning:Enterprise Data & Analytics -Senior, Machine LearningZoomInfo is actively seeking aSenior Machine Learning Engineerto join our Enterprise Data Science team. In this strategic role, you will be at the forefront of deploying advanced machine learning models and overseeing their seamless transition into production, with a primary focus on...
-
Senior Machine Learning Engineer
1 week ago
Chennai, Tamil Nadu, India ZoomInfo Full timeSenior Machine Learning EngineerZoomInfo is actively seeking aSenior Machine Learning Engineerto join our Enterprise Data Science team. In this strategic role, you will be at the forefront of deploying advanced machine learning models and overseeing their seamless transition into production, with a primary focus on harnessing data science and machine...
-
Intern - Machine Learning
1 week ago
Chennai, Tamil Nadu, India iTech India Full timeAbout the CompanyAbout the RoleAs a Machine Learning - Intern 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
1 week ago
Chennai, Tamil Nadu, India Tessolve Full timeJob SummaryPosition:Machine Learning EngineerExperience:5-8yearsLocation –ChennaiTessolveSemiconductors a venture of Hero Electronix, part of $5B Hero Group companies a Design and Test Engineering Service Company providing End to End Solutions from Product Engineering, Software, Hardware, Wireless, Automotive and Embedded Solutions. Currently we are 2300+...
-
Machine Learning Development Engine
1 week ago
Chennai, Tamil Nadu, India Anicalls (Pty) Ltd Full timeWe are looking for a highly motivated self-starter Machine Learning engineer. Responsibilities Select appropriate datasets and data representation methods Data mining using state-of-the-art techniques Create and maintain optimal data pipeline architecture Assemble large, complex data sets That meet functional / non-functional business requirements Design...
-
Machine Learning Engineer
1 week ago
Chennai, Tamil Nadu, India KLA Full timeCompany Overview (EXPERIENCE:5+ YEARS)KLA is a global leader in diversified electronics for the semiconductor manufacturing ecosystem. Virtually every electronic device in the world is produced using our technologies. No laptop, smartphone, wearable device, voice-controlled gadget, flexible screen, VR device or smart car would have made it into your hands...
-
Machine Learning Internship
1 month ago
Chennai, Tamil Nadu, India Gateway Software Solutions Full timeAbout the internship:#INTERNSHIP IN COIMBATORE #REAL TIME TRAININGAs a machine learning intern at Gateway Software Solutions, you will have the opportunity to work on cutting-edge projects that leverage artificial intelligence and data science to drive business outcomes. Selected intern's day-to-day responsibilities include:1. Collaborating with our team of...
