mlops
4 weeks ago
Experience- 5 to 8 Years
Job Location- Bangalore
We seek a Senior ML Ops Engineer to play a critical role in operationalizing machine learning workflows that drive dynamic pricing and personalized consumer experiences This position focuses on building robust ML infrastructure and frameworks including drift detection model calibration versioning and reinforcement learning orchestration The ideal candidate will bring expertise in Databricks Unity Catalog and feature stores and a deep understanding of Git workflows Databricks workflows and automated ML training pipelines
Key Responsibilities
ML Infrastructure Development Build and maintain scalable ML infrastructure on Databricks leveraging Unity Catalog and feature stores to support model development and deployment
Drift Detection Frameworks Design and implement frameworks for detecting data and model drift ensuring continuous monitoring and high reliability of ML models in production
Model Calibration Versioning Develop model calibration frameworks and establish versioning practices to maintain transparency and reproducibility across the ML lifecycle
LowLatency Orchestration Design and optimize reinforcement learning RL orchestration pipelines including Contextual Bandits for realtime execution in lowlatency environments
Automated Training Pipelines Create automated frameworks for training retraining and validating ML models enabling efficient experimentation and deployment
CICD for ML Implement CICD best practices to streamline the deployment and monitoring of ML models integrating with Databricks workflows and Gitbased version control systems
Collaboration Work closely with ML Scientists to ship deploy and maintain models
Monitoring Optimization Build tools for model performance monitoring operational analytics and drift mitigation ensuring reliable operation in production environments
Qualifications
7 years in MLOps ML Engineering or related roles focusing on deploying and managing ML workflows in production environments Handson experience building drift detection systems model calibration frameworks and robust monitoring tools for ML pipelines
Proficient in using Databricks Apace Spark ML Flow Unity Catalog and feature stores
Expertise in deploying and orchestrating lowlatency ML models including reinforcement learning solutions like Contextual Bandits and Qlearning
Experience designing automated training pipelines for ML models focussing on efficiency
Strong knowledge of Git workflows CICD practices and tools like GitLab or similar
Proficiency in Python SQL and big data processing tools like Spark
Familiarity with ML lifecycle tools such as MLflow Kubeflow and Airflow
Strong understanding of model performance monitoring drift detection and retraining workflows
If interested please share resume on darshana.potdukhe@ltimindtree.com
-
mlops
4 weeks ago
Bengaluru, Karnataka, India LTIMindtree Full timeJob 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,...
-
MLOps Engineer
4 weeks ago
Bengaluru, Karnataka, India DoublU Pty Ltd Full timeAbout 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
4 weeks ago
Bengaluru, Karnataka, India LTIMindtree Full timeLTIMindtree 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
4 weeks ago
Bengaluru, Karnataka, India virtusa Full timeMust have 7 years of total IT experience in Data engineering and 3 years as MLOps engineer Designing developing and implementing robust MLOps pipelines using industry-leading tools like MLflow Apache Airflow etc Working Experience with AWS and Databricks Must have strong Proficiency in Python Pyspark SQL Machine Learning NLP Deep Learning ...
-
MLOps Infrastructure Specialist
1 week ago
Bengaluru, Karnataka, India Acura solutions Full timeAcura Solutions is seeking a skilled MLOps Infrastructure Specialist to join our team. As an MLOps Infrastructure Specialist, you will be responsible for developing and implementing MLOps components in machine learning development life cycle using Model Repository, either MLFlow or Kubeflow Model Registry.Key Responsibilities:Develop MLOps components in...
-
MLOps Engineer
6 days ago
Bengaluru, Karnataka, India TekPillar Full timeJob Description :We are hiring for a skilled and experienced MLOps Engineer to join our team and drive the development, deployment, and monitoring of machine learning models in production. The ideal candidate will have strong expertise in Python, FastAPI, and MLOps tools and practices, with a focus on automating the ML lifecycle and ensuring robust, scalable...
-
MLOps Engineer
2 weeks ago
Bengaluru, Karnataka, India TekPillar Full timeJob Description :We are hiring for a skilled and experienced MLOps Engineer to join our team and drive the development, deployment, and monitoring of machine learning models in production. The ideal candidate will have strong expertise in Python, FastAPI, and MLOps tools and practices, with a focus on automating the ML lifecycle and ensuring robust, scalable...
-
MLOps Engineer
7 days ago
Bengaluru, Karnataka, India Excellence and Eminence LLP Full time**About the Role**Excellence and Eminence LLP is seeking a highly skilled Cloud Developer to drive innovation and efficiency in MLOps and AI solutions. As a key member of our engineering services division, you will be responsible for designing, developing, and maintaining robust AWS-based cloud infrastructures that support large-scale applications.This role...
-
MLops Engineer
2 weeks ago
Bengaluru, Karnataka, India TekPillar Full time"We're Hiring for MLops Engineer Position at Bangalore Location"Role: MLops EngineerWork Experience: 5 to 10 YearsLocation: BangaloreRequired Skills:- 5+ years of application development experience with backend technologies Like Python.- Experience working with RDBMS database models in Cloud.- Experience working with Python Tornado and FastAPI frameworks.-...
-
Mlops Engineer
4 weeks ago
Bengaluru, Karnataka, India Acura solutions Full timeExperience Range 5 to 12 yrs min 4 years relevant Responsibilities Enable Model tracking model experimentation Model automationDevelop ML pipelines to supportDevelop MLOps components in Machine learning development life cycle usingModel Repository either of MLFlow Kubeflow Model RegistryMachine Learning Services either of Kubeflow DataRobot ...
-
MLOps Specialist
7 days ago
Bengaluru, Karnataka, India DoublU Pty Ltd Full time**MLOps Specialist Position Description**We are DoublU Pty Ltd, a pioneering technology company seeking an accomplished MLOps Specialist to lead our AI-driven endeavors.This role will focus on managing and optimizing machine learning operations, ensuring the seamless deployment and monitoring of machine learning models, and driving the automation of key...
-
MLOps Engineer
4 weeks ago
Bengaluru, Karnataka, India Alchemy Job Full timeJob 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
3 weeks ago
Bengaluru, Karnataka, India TekPillar Full time"We're Hiring for MLops Engineer Position at Bangalore Location" Role: MLops Engineer Work Experience: 5 to 10 Years Location : Bangalore Required Skills: 5+ years of application development experience with backend technologies Like Python . Experience working with RDBMS database models in Cloud. Experience working with Python Tornado and FastAPI ...
-
MLops Engineer
2 weeks ago
Bengaluru, Karnataka, India TekPillar® Full time"We're Hiring for MLops Engineer Position at Bangalore Location"Role: MLops EngineerExperience: 7+ YearsLocation: BangaloreRequired Skills:5+ years of application development experience with backend technologies Like Python.Experience working with RDBMS database models in Cloud.Experience working with Python Tornado and FastAPI frameworks.In-depth...
-
MLops Engineer
1 week ago
Bengaluru, Karnataka, India TekPillar® Full time"We're Hiring for MLops Engineer Position at Bangalore Location" Role: MLops Engineer Experience: 7+ Years Location : Bangalore Required Skills: 5+ years of application development experience with backend technologies Like Python . Experience working with RDBMS database models in Cloud. Experience working with Python Tornado and FastAPI frameworks. ...
-
MLops Engineer
3 weeks ago
Bengaluru, Karnataka, India TekPillar® Full time"We're Hiring for MLops Engineer Position at Bangalore Location"Role: MLops EngineerWork Experience: 5 to 10 YearsLocation: BangaloreRequired Skills:5+ years of application development experience with backend technologies Like Python.Experience working with RDBMS database models in Cloud.Experience working with Python Tornado and FastAPI frameworks.In-depth...
-
Cloud Developer – MLOps
1 week ago
Bengaluru, Karnataka, India Excellence and Eminence LLP Full timeJob Description Cloud Developer – MLOps Location: Bangalore Experience: 5-10 Years Summary We are seeking an experienced Cloud Developer specializing in MLOps to design, develop, and maintain AWS-based cloud infrastructures that support large-scale applications. This role involves implementing scalable solutions, managing MLOps pipelines for deploying and...
-
Cloud Developer – MLOps
1 week ago
Bengaluru, Karnataka, India Excellence and Eminence LLP Full timeCloud Developer – MLOps Location: Bangalore Experience: 5-10 Years Summary We are seeking an experienced Cloud Developer specializing in MLOps to design, develop, and maintain AWS-based cloud infrastructures that support large-scale applications. This role involves implementing scalable solutions, managing MLOps pipelines for deploying and monitoring...
-
MLOps Engineer
2 weeks ago
Bengaluru, Karnataka, India Alchemy Job Full timeJob 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 Engineer
4 weeks ago
Bengaluru, Karnataka, India Taln Full timeThe following are non-negotiable skill sets for MLOps : - Strong experience on AWS CDK as IAC. - Strong experience on AWS Cloudformation. - Strong knowledge and experience on the MLOps frameworks and concepts. - Strong experience on : Data Preprocessing - AWS Glue / S3 / Feature Store. Model Training - SageMaker Pipelines. - Model Versioning - SageMaker...
