MLOps Engineer
2 months ago
About Clutterbot
Imagine a world where you never have to worry about picking up clutter again At our robotics startup, we understand the challenges families face trying to balance work and daily responsibilities while keeping their homes tidy. That's why we're developing a cutting-edge household robot that will revolutionize the way you live. This safe and innovative robot will drive around your house, effortlessly picking up toys, clothes, and other items off the floor and organizing them neatly into containers. Say goodbye to clutter and hello to a more efficient and stress-free home life
As part of our close-knit team, you'll have the opportunity to work on cutting-edge technology and be at the forefront of the robotics industry. You'll also have the chance to grow your skills and expertise through collaboration with experienced professionals in the field. Join us in building the future of home automation and experience a fulfilling and rewarding career journey
About The Role
We seek a motivated MLOps Engineer to join our team and manage and automate our data pipeline for data collection, annotation, model training, dataset quality enhancement, annotation guideline improvement, and model management. You will play a critical role in ensuring that our ML models are robust, scalable, and efficient.
Responsibilities
-Automate data pipelines for collection, annotation, model training, dataset quality enhancement, and guideline improvement.
-Design and maintain ETL processes for seamless data flow to data warehouses and model training environments.
-Create dashboards to identify data issues (distribution shifts, duplicates, low-quality images) and showcase model performance with new datasets.
-Develop and deploy adaptive on-device ML models based on data from initial robot sessions.
-Collaborate with the ML team to identify key metrics and data sources for model fine-tuning.
-Implement algorithms that efficiently learn from new data and adapt to changing environments.
-Build data processing pipelines for feature extraction and data labeling for ML training.
-Automate the ML lifecycle: training, validation, deployment, monitoring, and retraining.
-Manage CI/CD pipelines for ML models, ensuring automated testing, validation, and deployment.
-Work with cross-functional teams to ensure successful ML model delivery.
-Stay updated with the latest in ML, data engineering, and MLOps, recommending improvements.
-Monitor and optimize data infrastructure performance and scalability, ensuring data integrity and security.
-Implement logging and monitoring for data pipelines and ML models to identify and resolve issues in real-time.
-Conduct regular code reviews, model evaluations, and performance audits to ensure best practices.
-Mentor junior team members and foster a collaborative team culture.
-Manage the ML model lifecycle from experimentation to production and ongoing maintenance, ensuring alignment with business objectives.
Background/Skills
-Bachelor's or Master's degree in Computer Science, Electrical Engineering, Mathematics, or a related field.
-3+ years of experience in machine learning engineering, focusing on developing and deploying ML models.
-Experience training and deploying ML computer vision models such as semantic segmentation, object detection, and image classification.
-Strong programming skills in Python or similar languages.
-Strong experience with popular ML frameworks such as TensorFlow or PyTorch.
-Strong experience with data processing and feature extraction techniques.
-Experience in working on ML model training and optimization for edge devices such as Nvidia Jetson.
-Familiarity with on-device learning and the challenges associated with it.
-Strong problem-solving and analytical skills, with the ability to analyze complex systems and identify areas for improvement.
- Excellent communication and collaboration skills, with the ability to work effectively in a team environment.
Designation: MLOps Engineer (ML + Data) - L2+
Benefits
● Team building activities
● Flexible work culture
● Company-Sponsored Devices.
● Fitness Benefits
-
Senior MLOps Engineer
1 month ago
Bengaluru, Karnataka, India Altimetrik Full timeSenior MLOps Engineer RoleWe are looking for a senior MLOps engineer with at least 5+ years of experience in AWS, SageMaker, and MLOps engineering. The ideal candidate should have expertise in setting up CI/CD pipelines, deployment, and workflows automation.Key ResponsibilitiesDesign and implement MLOps frameworksDevelop and deploy machine learning models on...
-
Engineer- MLOPs
3 weeks ago
Bengaluru, India Fractal Full timeCompany Overview:Fractal Analytics is a strategic AI partner to Fortune 500 companies with a vision to power every human decision in the enterprise. Fractal is building a world where individual choices, freedom, and diversity are the greatest assets. An ecosystem where human imagination is at the heart of every decision. Where no possibility is written off,...
-
Engineer- mlops
3 weeks ago
Bengaluru, India Fractal Full timeCompany Overview:Fractal Analytics is a strategic AI partner to Fortune 500 companies with a vision to power every human decision in the enterprise. Fractal is building a world where individual choices, freedom, and diversity are the greatest assets. An ecosystem where human imagination is at the heart of every decision. Where no possibility is written off,...
-
MLOps Engineering Lead
4 weeks ago
Bengaluru, Karnataka, India Straive Full timeAbout the RoleWe are seeking a highly skilled Lead Architect in MLOps with over 7 years of experience, specifically within the Consumer Packaged Goods (CPG) domain. The ideal candidate will have a strong focus on revenue management, and will be responsible for building and optimizing SRM-specific pipelines. This role demands a deep understanding of machine...
-
Engineer- MLOPs
3 weeks ago
Bengaluru, India Fractal Full timeCompany Overview:Fractal Analytics is a strategic AI partner to Fortune 500 companies with a vision to power every human decision in the enterprise. Fractal is building a world where individual choices, freedom, and diversity are the greatest assets. An ecosystem where human imagination is at the heart of every decision. Where no possibility is written off,...
-
Engineer- MLOPs
3 weeks ago
Bengaluru, India Fractal Full timeCompany Overview:Fractal Analytics is a strategic AI partner to Fortune 500 companies with a vision to power every human decision in the enterprise. Fractal is building a world where individual choices, freedom, and diversity are the greatest assets. An ecosystem where human imagination is at the heart of every decision. Where no possibility is written off,...
-
Senior MLOps Engineer
4 weeks ago
Bengaluru, Karnataka, India MiQ Full timeAbout This RoleWe are seeking an experienced MLOps Engineer to lead our machine learning operations team at MiQ. As a key member of our data science department, you will be responsible for automating governance within the machine learning lifecycle and productionizing AI/ML POCs.Key ResponsibilitiesLead a high-performance MLOps team focusing on MLOps...
-
Mlops
3 months ago
Bengaluru, Karnataka, India Fractal Analytics Full timeIt's fun to work in a company where people truly BELIEVE in what they are doing! - We're committed to bringing passion and customer focus to the business._ Data Engineer Bangalore, Mumbai, Pune, Gurgaon, Chennai JOB DESCRIPTION: Building the machine learning production System(or MLOps) is the biggest challenge most large companies currently have in making...
-
Mlops engineer
6 days ago
Bengaluru, India IQVIA Full timeJob Role: MLOps EngineerWork Experience: 2 to 4 YearsWork location: BengaluruWork Mode: HybridMust Have Skills: MLOps, KubernetesJob ResponsibilitiesValidate and track Kubernetes, and Amazon Cloud infrastructure. Kubectl is must.Proficiency in AWS EKS, Bedrock, Sage Maker is mustKnowledge of Kubeflow, ML Flow is nice to haveDeveloping simple Algorithm...
-
MLOps Engineer
7 days ago
Bengaluru, India IQVIA Full timeJob Role: MLOps EngineerWork Experience: 2 to 4 YearsWork location: BengaluruWork Mode: HybridMust Have Skills: MLOps, KubernetesJob ResponsibilitiesValidate and track Kubernetes, and Amazon Cloud infrastructure. Kubectl is must.Proficiency in AWS EKS, Bedrock, SageMaker is mustKnowledge of Kubeflow, ML Flow is nice to haveDeveloping simple Algorithm...
-
Senior Engineer- MLOPs
3 weeks ago
Bengaluru, India Fractal Full timeCompany Overview:Fractal Analytics is a strategic AI partner to Fortune 500 companies with a vision to power every human decision in the enterprise. Fractal is building a world where individual choices, freedom, and diversity are the greatest assets. An ecosystem where human imagination is at the heart of every decision. Where no possibility is written off,...
-
MLOPs Architect
24 hours ago
Bengaluru, India LTIMindtree Full timeWe are looking for people who has Industrial AI background. Industrial AI – Manufacturing Real time AI case solved, Oil and Gas Real time case solved. The person should have sound background on ML Ops life cycle in Azure /AWS and working knowledge of Manufacturing AI use cases and/or Oil and Gas use cases.If some one deployed Closed Loop Manufacturing...
-
MLOPs Architect
4 hours ago
Bengaluru, India LTIMindtree Full timeMode of Employment: Permanent / FTEWorkplace Type: HybridLocation: all LTIMindtree Location (Pune, Mumbai, Bangalore, Chennai, Hyderabad, Kolkata, Noida)We are looking for people who has Industrial AI background. Industrial AI – Manufacturing Real time AI case solved, Oil and Gas Real time case solved. The person should have sound background on ML Ops...
-
MLOps Engineer
1 week ago
Bengaluru, India IQVIA Full timeJob Role: MLOps EngineerWork Experience: 2 to 4 YearsWork location: BengaluruWork Mode: HybridMust Have Skills: MLOps, KubernetesJob ResponsibilitiesValidate and track Kubernetes, and Amazon Cloud infrastructure. Kubectl is must.Proficiency in AWS EKS, Bedrock, SageMaker is mustKnowledge of Kubeflow, ML Flow is nice to haveDeveloping simple Algorithm Models...
-
MLOps Engineer
1 week ago
Bengaluru, India IQVIA Full timeJob Role: MLOps Engineer Work Experience: 2 to 4 Years Work location: Bengaluru Work Mode: Hybrid Must Have Skills: MLOps, Kubernetes Job Responsibilities Validate and track Kubernetes, and Amazon Cloud infrastructure. Kubectl is must. Proficiency in AWS EKS, Bedrock, SageMaker is must Knowledge of Kubeflow, ML Flow is nice to have Developing simple...
-
MLOps Engineer
1 week ago
Bengaluru, India IQVIA Full timeJob Role: MLOps EngineerWork Experience: 2 to 4 YearsWork location: BengaluruWork Mode: HybridMust Have Skills: MLOps, KubernetesJob ResponsibilitiesValidate and track Kubernetes, and Amazon Cloud infrastructure. Kubectl is must.Proficiency in AWS EKS, Bedrock, SageMaker is mustKnowledge of Kubeflow, ML Flow is nice to haveDeveloping simple Algorithm Models...
-
Cloud MLOps Solutions Engineer
19 hours ago
Bengaluru, Karnataka, India LTIMindtree Full timeOverview:LTIMindtree is a leading IT services company that enables businesses to thrive in the digital age. Our team of experts is dedicated to delivering innovative solutions that drive business growth and improve customer experiences.Salary:The estimated salary for this role is ₹20,00,000 - ₹35,00,000 per annum, depending on experience and...
-
Senior engineer- mlops
3 weeks ago
Bengaluru, India Fractal Full timeCompany Overview:Fractal Analytics is a strategic AI partner to Fortune 500 companies with a vision to power every human decision in the enterprise. Fractal is building a world where individual choices, freedom, and diversity are the greatest assets. An ecosystem where human imagination is at the heart of every decision. Where no possibility is written off,...
-
MLOPs Architect
2 days ago
Bengaluru, India LTIMindtree Full timeWe are looking for people who has Industrial AI background. Industrial AI – Manufacturing Real time AI case solved, Oil and Gas Real time case solved. The person should have sound background on ML Ops life cycle in Azure /AWS and working knowledge of Manufacturing AI use cases and/or Oil and Gas use cases.If some one deployed Closed Loop Manufacturing...
-
MLOPs Architect
1 day ago
Bengaluru, India LTIMindtree Full timeWe are looking for people who has Industrial AI background. Industrial AI – Manufacturing Real time AI case solved, Oil and Gas Real time case solved. The person should have sound background on ML Ops life cycle in Azure /AWS and working knowledge of Manufacturing AI use cases and/or Oil and Gas use cases. If some one deployed Closed Loop Manufacturing...