MLOps Engineer

3 weeks ago

Bengaluru, Karnataka, India StockX Full time

Job Description :

Why you'll love this role :

StockX is an established global startup headquartered in the USA with development offices in Bangalore India.

We are seeking a versatile and skilled MLOps Engineer with expertise in DevOps, CloudOps (preferably AWS Cloud), and foundational knowledge of Data Engineering and Software Engineering.

The ideal candidate should have 4-5 years of relevant experience, a solid understanding of deploying, managing, and scaling machine learning pipelines in production, and experience in backend software development and API design.

What you'll do :

- Design, build, and maintain end-to-end machine learning pipelines, including model training, validation, deployment, monitoring, and updating.

- Implement CI/CD pipelines tailored for machine learning workflows.

- Enhance ML Pipeline Efficiency Directly improve the robustness scalability and performance of our TensorFlow and Kubeflow pipelines.

- Focus on optimizing model training and serving processes minimizing downtime and automating routine tasks to increase operational efficiency.

- Drive Platform Scaling & Innovation Take a leadership role in expanding our ML platform's capacity to manage larger data volumes and more complex models.

- Research and integrate cutting-edge technologies develop scalable architectures and elevate system performance and efficiency through continuous enhancements.

- Establish MLOps Excellence Design and implement robust MLOps frameworks that streamline the integration continuous deployment and monitoring of ML models.

- Set up comprehensive CI/CD pipelines automate testing and create monitoring tools to proactively track model performance and detect issues.

- Foster Cross-Functional Collaboration Partner with data scientists software engineers and product teams to transform business requirements into scalable and dependable machine learning solutions.

- Bridge the gap between model development and deployment ensuring models are production-ready and align with performance standards.

- Overcome Production Challenges Proactively monitor troubleshoot and resolve issues affecting model performance data pipeline integrity and system efficiency.

- Identify root causes and implement strategic solutions to ensure the ongoing stability and performance of our ML infrastructure.

- Streamline cloud infrastructure (AWS preferred), automate deployments with IaC tools, and ensure scalable, reliable, and high-performing ML workflows.

- Deploy ML models with containerization and orchestration, and establish monitoring systems for performance, data drift, and system health.

- Develop scalable backend solutions, integrate ML models via APIs, ensure clean code practices, with optional frontend expertise.

- Collaborate across teams to align ML solutions with business goals and document processes for reproducibility and excellence.

- Support data engineering by integrating pipelines, optimizing storage, and preprocessing datasets for ML workloads.

About you :

Educational and Technical Foundation :

- Bachelor's degree in Computer Science or a related technical field or equivalent practical experience.

- You should have solid experience in maintaining and scaling machine learning pipelines using TensorFlow and Kubeflow.

- Knowledge of ML Engineering, including model architecture design and hyperparameter tuning.

- Advanced MLOps Proficiency At least 3 years of experience in ML Engineering with expertise in deploying models and managing ML workflows and familiarity with MLflow TFX or Airflow.

- Strategic Problem Solver with Collaborative Spirit Excel at solving complex problems at scale and have a proven ability to work effectively within collaborative fast-paced cross-functional teams.

- You're adept at communicating technical concepts across various stakeholder groups ensuring alignment and understanding.

- Innovative Tech Enthusiast with Cloud Expertise Your proactive approach drives you to continually seek improvements in ML development and deployment processes.

- You have a strong knowledge of cloud platforms particularly AWS and experience with containerization tools like Docker and Kubernetes.

- Hands-on experience with AWS Cloud (EC2, S3, RDS, Lambda, SageMaker, etc.)

- Strong programming skills in Python, with experience in frameworks like TensorFlow, PyTorch, scikit-learn, LLM / Lang chain / Agent experience is a plus.

Nice to have skills :

- Understanding of embeddings / vector databases and feature stores.

- Knowledge of monitoring tools like Prometheus, Grafana, or CloudWatch.

- Experience with other cloud platforms (GCP, Azure) is a plus.

- Understanding of model explainability, fairness, and ethical considerations in AI/ML.

- Experience with version control tools like Git and ML model versioning tools like MLflow or DVC.

(ref:hirist.tech)

  • MLOps Engineer

    1 week ago

    Bengaluru, Karnataka, India DoublU Pty Ltd Full time

    About the Role : We are seeking a highly skilled and motivated MLOps Engineer to join our growing Data Science team. As an MLOps Engineer, you will play a crucial role in bridging the gap between data science and IT operations by designing, building, and maintaining robust and scalable machine learning pipelines. You will ensure the smooth and efficient...

  • MLOps Engineer

    3 weeks ago

    Bengaluru, Karnataka, India DoublU Pty Ltd Full time

    About the Role :We are seeking a highly skilled and motivated MLOps Engineer to join our growing Data Science team. As an MLOps Engineer, you will play a crucial role in bridging the gap between data science and IT operations by designing, building, and maintaining robust and scalable machine learning pipelines. You will ensure the smooth and efficient...

  • MLOps Engineer

    4 weeks ago

    Bengaluru, Karnataka, India DoublU Pty Ltd Full time

    About the Role :We are seeking a highly skilled and motivated MLOps Engineer to join our growing Data Science team. As an MLOps Engineer, you will play a crucial role in bridging the gap between data science and IT operations by designing, building, and maintaining robust and scalable machine learning pipelines. You will ensure the smooth and efficient...

  • MLOps Engineer

    1 week ago

    Bengaluru, Karnataka, India Alchemy Job Full time

    Job Title : MLOps Engineer Experience : 5 to 8 years Location : Bangalore, Chennai, Hyderabad Job Description : As an MLOps Engineer, you will be part of an Agile team focused on building healthcare applications and implementing new features while adhering to industry best practices. You will play a key role in deploying, managing, and optimizing machine...

  • MLOps Engineer

    2 weeks ago

    Bengaluru, Karnataka, India Tata Consultancy Services Full time

    TCS Virtual Drive -Greetings from Tata Consultancy Services TCS is hiring for MLOps Engineer / AI Infrastructure SpecialistExperience : 7 - 15 yrsLocation: Pan IndiaRequired skills: MLOps & Pipeline Engineering, Model Deployment & Scalability, Model Monitoring & Performance Analysis, AI Infrastructure Management Docker, Kubernetes, Cloud Computing Platforms...

  • MLOps Engineer

    2 weeks ago

    Bengaluru, Karnataka, India Alchemy Job Full time

    Job Title : MLOps EngineerExperience : 5 to 8 yearsLocation : Bangalore, Chennai, HyderabadJob Description :As an MLOps Engineer, you will be part of an Agile team focused on building healthcare applications and implementing new features while adhering to industry best practices. You will play a key role in deploying, managing, and optimizing machine...

  • mlops

    7 days ago

    Bengaluru, Karnataka, India LTIMindtree Full time

    Job Title: MLOPS EngineerJob Summary: We are seeking a highly skilled MLOPS Engineer to join our team at LTIMindtree. The successful candidate will be responsible for collaborating with cross-functional teams to identify opportunities for AI and Data to solve business challenges.Key Responsibilities:Design and implement data pipelines to collect, process,...

  • AWS MLOps Engineer

    2 days ago

    Bengaluru, Karnataka, India Le Human Resources Solutions pvt ltd Full time

    **Job Description:**As an AWS MLOps Engineer, you will be responsible for managing MLOps pipelines, optimizing LLMs, and maintaining secure and high-performance cloud environments.You will work closely with our team to design, develop, and deploy scalable AI-driven applications on the AWS cloud platform.**Responsibilities Include:**Managing MLOps pipelines...

  • DevOps/MLOps Engineer

    1 week ago

    Bengaluru, Karnataka, India Armour Corporate Services Full time

    Job Purpose : We are seeking a highly skilled and experienced DevOps/MLOps Engineer to join our dynamic team. The ideal candidate will have 8 years of IT experience with a strong focus on DevOps and MLOps. You will be responsible for building, automating, and maintaining robust, scalable, and secure infrastructure to support both software development and...

  • MLOps Engineer

    2 weeks ago

    Bengaluru, Karnataka, India HNS RECRUITMENT SOLUTIONS LLP Full time

    Job Title : MLops EngineerLocation : BangaloreJob Type : Full-TimeExperience : 6-12 yrsResponsibilities : - Design, implement, and manage infrastructure solutions that support large-scale analytics and machine learning workflows.- Work with Kubeflow, MLflow, AWS Sagemaker, SLURM, HPC, and Vertex AI to deploy, monitor, and scale machine learning models and...

  • MLOps Engineer

    1 week ago

    Bengaluru, Karnataka, India HNS RECRUITMENT SOLUTIONS LLP Full time

    Job Title : MLops Engineer Location : Bangalore Job Type : Full-Time Experience : 6-12 yrs Responsibilities : - Design, implement, and manage infrastructure solutions that support large-scale analytics and machine learning workflows. - Work with Kubeflow, MLflow, AWS Sagemaker, SLURM, HPC, and Vertex AI to deploy, monitor, and scale machine learning models...

  • MLOps Engineer

    7 days ago

    Bengaluru, Karnataka, India LTIMindtree Full time

    About the RoleWe are seeking a highly skilled MLOps Engineer to join our team at LTIMindtree. In this role, you will be responsible for operationalizing machine learning workflows that drive dynamic pricing and personalized consumer experiences.Key ResponsibilitiesBuild and maintain scalable ML infrastructure on Databricks leveraging Unity Catalog and...

  • MLOps Engineer

    4 weeks ago

    Bengaluru, Karnataka, India StockX Full time

    Job Description : We are seeking a versatile and skilled MLOps Engineer with expertise in DevOps, CloudOps (preferably AWS Cloud), and foundational knowledge of Data Engineering and Software Engineering. The ideal candidate should have 4-5 years of relevant experience, a solid understanding of deploying, managing, and scaling machine learning pipelines in...

  • MLOps Engineer

    2 days ago

    Bengaluru, Karnataka, India StockX Full time

    Why you'll love this role :StockX is an established global startup headquartered in the USA with development offices in Bangalore India.We are seeking a versatile and skilled MLOps Engineer with expertise in DevOps, CloudOps (preferably AWS Cloud), and foundational knowledge of Data Engineering and Software Engineering. The ideal candidate should have 4-5...

  • MLOps Engineer

    2 days ago

    Bengaluru, Karnataka, India StockX Full time

    Job Description : We are seeking a versatile and skilled MLOps Engineer with expertise in DevOps, CloudOps (preferably AWS Cloud), and foundational knowledge of Data Engineering and Software Engineering. The ideal candidate should have 4-5 years of relevant experience, a solid understanding of deploying, managing, and scaling machine learning pipelines in...

  • mlops

    1 week ago

    Bengaluru, Karnataka, India LTIMindtree Full time

    LTIMindtree is looking for MLOPS EngineerResponsibilitiesCollaborate with cross functional teams to identify opportunities for AI and Data to solve business challengesDesign and implement data pipelines to collect process and integrate data from various sourcesDevelop and optimize machine learning and deep learning models for predictive analytics computer...

  • mlops

    3 days ago

    Bengaluru, Karnataka, India LTIMindtree Full time

    LTIMindtree is looking for MLOPS EngineerResponsibilitiesCollaborate with cross functional teams to identify opportunities for AI and Data to solve business challengesDesign and implement data pipelines to collect process and integrate data from various sourcesDevelop and optimize machine learning and deep learning models for predictive analytics computer...

  • DevOps/MLOps Engineer

    4 weeks ago

    Bengaluru, Karnataka, India Armour Corporate Services Full time

    Job Purpose : We are seeking a highly skilled and experienced DevOps/MLOps Engineer to join our dynamic team. The ideal candidate will have 8+ years of IT experience with a strong focus on DevOps and MLOps. You will be responsible for building, automating, and maintaining robust, scalable, and secure infrastructure to support both software development and...

  • DevOps/MLOps Engineer

    3 weeks ago

    Bengaluru, Karnataka, India Armour Corporate Services Full time

    Job Purpose : We are seeking a highly skilled and experienced DevOps/MLOps Engineer to join our dynamic team. The ideal candidate will have 8+ years of IT experience with a strong focus on DevOps and MLOps. You will be responsible for building, automating, and maintaining robust, scalable, and secure infrastructure to support both software development and...

  • MLOps Engineer Specialist

    7 days ago

    Bengaluru, Karnataka, India LTIMindtree Full time

    About LTIMindtreeWe are a leading global technology consulting and services company. Our expertise spans digital transformation, enterprise solutions, industry-specific solutions, engineering services, cloud services, infrastructure services, and more.Our team of experts is dedicated to delivering innovative solutions that drive business growth and...