MLOps Engineer

4 weeks ago

Bangalore, India Clutterbot Full time

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

  • Engineer- MLOPs

    2 days ago

    bangalore, India Fractal Full time

    Company 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...

  • Engineer- mlops

    2 days ago

    Bangalore, India Fractal Full time

    Company 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...

  • Engineer- MLOPs

    2 days ago

    bangalore, India Fractal Full time

    Company 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 Engineer

    1 month ago

    bangalore, India TecQubes Technologies Full time

    Job Title: MLOPS Support Engineer – ServiceOps Role Band: VII Location: GCC Bangalore Reporting to: Team Lead – BrewDat Service Ops Job Summary: As an MLOps Support Engineer you will play a crucial role in...

  • MLOps Engineer

    3 weeks ago

    bangalore, India TecQubes Technologies Full time

    Job Title: MLOPS Support Engineer – ServiceOps Role Band: VII Location: GCC Bangalore Reporting to: Team Lead – BrewDat Service Ops Job Summary: As an MLOps Support Engineer you will play a...

  • MLOps Engineer

    3 weeks ago

    Bangalore, India Risemet Staffing LLP Full time

    About the RoleRisemet Staffing LLP is seeking a highly skilled MLOps Engineer to join our team. As an MLOps Engineer, you will be responsible for designing and implementing the data pipelines and engineering infrastructure to support machine learning systems at scale.Key ResponsibilitiesDevelop and deploy scalable tools and services to handle machine...

  • MLOps Engineer

    4 weeks ago

    Hyderabad/Bangalore/Pune, India U-SET Full time

    Job Title: MLOps EngineerJob Summary:We are seeking an experienced MLOps Engineer to join our team at U-SET. The successful candidate will be responsible for ensuring the seamless deployment and operations of our machine learning models for production use cases.Key Responsibilities:Develop and maintain robust MLOps pipelines for deploying machine learning...

  • Engineer- MLOPs

    1 day ago

    Bangalore, India Fractal Full time

    Company 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...

  • Engineer- MLOPs

    2 days ago

    Bangalore, India Fractal Full time

    Company 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...

  • Senior engineer- mlops

    24 hours ago

    Bangalore, India Fractal Full time

    Company 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...

  • Senior Engineer- MLOPs

    2 days ago

    bangalore, India Fractal Full time

    Company 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...

  • Senior Engineer- MLOPs

    2 days ago

    bangalore, India Fractal Full time

    Company 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,...

  • Platform Engineer

    1 month ago

    Bangalore, Karnataka, India TalenTECH Solutions Private Limited Full time

    Job Description : We are seeking a skilled Ezmeral Container Platform Engineer to manage and optimize our Ezmeral container platform, ensuring its reliability, performance, and scalability. The ideal candidate will possess a minimum of 3 years of hands-on experience with Kubernetes and a strong background in containerization and orchestration technologies....

  • Platform Engineer

    1 month ago

    Bangalore, India TalenTECH Solutions Private Limited Full time

    Job Description : We are seeking a skilled Ezmeral Container Platform Engineer to manage and optimize our Ezmeral container platform, ensuring its reliability, performance, and scalability. The ideal candidate will possess a minimum of 3 years of hands-on experience with Kubernetes and a strong background in containerization and orchestration...

  • Staff MLOps Engineer

    4 weeks ago

    Bangalore, India Ivanan Consultancy & Service Inc Full time

    About the RoleWe are seeking a highly skilled MLOps Engineer to join our Customer Experience AI ML COE team. As a key member of our team, you will be responsible for designing and implementing high-quality, scalable data and analytics applications/platforms for large-scale Machine Learning Distributed systems in an agile environment.As a MLOps Engineer, you...

  • Senior Engineer- MLOPs

    1 day ago

    Bangalore, India Fractal Full time

    Company 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...

  • Senior Engineer- MLOPs

    2 days ago

    Bangalore, India Fractal Full time

    Company 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...

  • Senior mlops engineer

    1 week ago

    Bangalore, India Razorpay Full time

    The Role: We are seeking a skilled Senior MLOps Engineer to join our team and drive the scalability and reliability of Razorpay’s machine learning infrastructure. In this role, you will work closely with Data Scientists, Machine Learning Engineers, and other stakeholders to streamline the deployment and maintenance of machine learning models, ensuring...

  • Senior MLOps Engineer

    7 days ago

    bangalore, India Razorpay Full time

    The Role: We are seeking a skilled Senior MLOps Engineer to join our team and drive the scalability and reliability of Razorpay’s machine learning infrastructure. In this role, you will work closely with Data Scientists, Machine Learning Engineers, and other stakeholders to streamline the deployment and maintenance of machine learning models, ensuring...

  • Senior MLOps Engineer

    1 week ago

    bangalore, India Razorpay Full time

    The Role:We are seeking a skilled Senior MLOps Engineer to join our team and drive the scalability and reliability of Razorpay’s machine learning infrastructure. In this role, you will work closely with Data Scientists, Machine Learning Engineers, and other stakeholders to streamline the deployment and maintenance of machine learning models, ensuring...