Ml Ops Designer
2 months ago
ID: 2037 | 3-6 yrs | Noida/Bengaluru
**Roles and Responsibilities**:
- Design, develop, and maintain the end-to-end MLOps infrastructure from the ground up, leveraging open-source systems across the entire MLOps landscape.
- Creating pipelines for data ingestion, data transformation, building, testing, and deploying machine learning models, as well as monitoring and maintaining the performance of these models in production.
- Managing the MLOps stack, including version control systems, continuous integration and deployment tools, containerization, orchestration, and monitoring systems.
- Ensure that the MLOps stack is scalable, reliable, and secure.
**Skills Required**:
- 3-6 years of MLOps experience
- Preferably worked in the startup ecosystem
**Primary Skills**:
- Experience with E2E MLOps systems like ClearML, Kubeflow, MLFlow etc.
- Technical expertise in MLOps: Should have a deep understanding of the MLOps landscape and be able to leverage open-source systems to build scalable, reliable, and secure MLOps infrastructure.
- Programming skills: Proficient in at least one programming language, such as Python, and have experience with data science libraries, such as TensorFlow, PyTorch, or Scikit-learn.
- DevOps experience: Should have experience with DevOps tools and practices, such as Git, Docker, Kubernetes, and Jenkins.
**Secondary Skills**:
- Version Control Systems (VCS) tools like Git and Subversion
- Containerization technologies like Docker and Kubernetes
- Cloud Platforms like AWS, Azure, and Google Cloud Platform
- Data Preparation and Management tools like Apache Spark, Apache Hadoop, and SQL databases like PostgreSQL and MySQL
- Machine Learning Frameworks like TensorFlow, PyTorch, and Scikit-learn
- Monitoring and Logging tools like Prometheus, Grafana, and Elasticsearch
- Continuous Integration and Continuous Deployment (CI/CD) tools like Jenkins, GitLab CI, and CircleCI
- Explain ability and Interpretability tools like LIME and SHAP
We have other current jobs related to this field that you can find below
-
Ml Ops
5 days ago
Bengaluru, Karnataka, India CoffeeBeans Consulting Full timeFounded in the year 2017, CoffeeBeans specializes in offering high end consulting services in technology, product, and processes. We help our clients attain significant improvement in quality of delivery through impactful product launches, process simplification, and help build competencies that drive business outcomes across industries. The company uses...
-
Ml Ops
3 weeks ago
Bengaluru, India CoffeeBeans Consulting Full timeFounded in the year 2017, CoffeeBeans specializes in offering high end consulting services in technology, product, and processes. We help our clients attain significant improvement in quality of delivery through impactful product launches, process simplification, and help build competencies that drive business outcomes across industries. The company uses...
-
ML Platform Engineer
5 days ago
Bengaluru, Karnataka, India Mavenir Full timeRole SummaryPlans, designs, develops and tests software systems or applications for software enhancements and new products including cloud-based or internet-related tools.Key ResponsibilitiesDevelop ML pipelines, Micro-services, ML Platform services (ML Ops), BackEnd services using Python and SQL.Job RequirementsDevelop ML pipelines, Micro-services, ML...
-
Ml-machine Learning Ops Engineer
5 days ago
Bengaluru, Karnataka, India EXL Full timeCompany Name: EXL ServicesLocation: Bangalore/Noida/Pune/GurgaonEducation: B.E./ B.Tech / M.E./ M.Tech / MCAExperience Required: 4+ years of relevant experienceJob Responsibilities:Model Deployment and Management:Drive ML prototypes into production ensuring seamless deployment and management on cloud at scale.Monitor real-time performance of deployed models,...
-
ML Engineer
4 weeks ago
Bengaluru, India Birlasoft Full timeAbout the Job- Looking for ML Engineers with strong background in deploying and operationalizing ML models, Deep Learning Models (with focus on LLMs).Job Title- ML EngineerLocation- BangaloreEducational Background- A masters or bachelor’s degree in computer science or related field from a top university.Key Responsibilities- Build, Refine and Use ML...
-
Ml Architect
5 days ago
Bengaluru, Karnataka, India Tredence Inc. Full timeJob Responsibilities:Has full stack experience and exposure to building platforms for Big Data and ML/AI.Does rapid prototyping and shows the value and then hands it over to the team for further development.Constantly evolve the platform to identify bottlenecks in both runtime and development time aspects of the platform and improve them.Mentor to write...
-
ML Engineer
4 weeks ago
Bengaluru, India Birlasoft Full timeAbout the Job - Looking for ML Engineers with strong background in deploying and operationalizing ML models, Deep Learning Models (with focus on LLMs).Job Title - ML EngineerLocation - BangaloreEducational Background - A masters or bachelor’s degree in computer science or related field from a top university.Key Responsibilities - Build, Refine and Use ML...
-
ML Engineer
4 weeks ago
Bengaluru, India Birlasoft Full timeAbout the Job - Looking for ML Engineers with strong background in deploying and operationalizing ML models, Deep Learning Models (with focus on LLMs).Job Title - ML EngineerLocation - BangaloreEducational Background - A masters or bachelor’s degree in computer science or related field from a top university.Key Responsibilities - Build, Refine and Use ML...
-
ML Engineer
5 days ago
Bengaluru, Karnataka, India Birlasoft Full timeAbout the Job Looking for ML Engineers with strong background in deploying and operationalizing ML models, Deep Learning Models (with focus on LLMs).Job Title ML EngineerLocation BangaloreEducational Background A masters or bachelor's degree in computer science or related field from a top university.Key Responsibilities Build, Refine and Use ML Engineering...
-
ML Engineer
4 weeks ago
Bengaluru, India Birlasoft Full timeAbout the Job - Looking for ML Engineers with strong background in deploying and operationalizing ML models, Deep Learning Models (with focus on LLMs).Job Title - ML EngineerLocation - BangaloreEducational Background - A masters or bachelor’s degree in computer science or related field from a top university.Key Responsibilities - Build, Refine and Use ML...
-
Lead Consultant-AI/ML Engineer
2 weeks ago
Bengaluru, India Genpact Full timeGenpact (NYSE: G) is a global professional services and solutions firm delivering outcomes that shape the future. Our 125,000+ people across 30+ countries are driven by our innate curiosity, entrepreneurial agility, and desire to create lasting value for clients. Powered by our purpose – the relentless pursuit of a world that works better for people – we...
-
Principal Consultant-AI/ML Engineer
4 weeks ago
Bengaluru, India Genpact Full timeGenpact (NYSE: G) is a global professional services and solutions firm delivering outcomes that shape the future. Our 125,000+ people across 30+ countries are driven by our innate curiosity, entrepreneurial agility, and desire to create lasting value for clients. Powered by our purpose – the relentless pursuit of a world that works better for people –...
-
Principal Consultant-AI/ML Engineer
3 weeks ago
Bengaluru, India Genpact Full timeGenpact (NYSE: G) is a global professional services and solutions firm delivering outcomes that shape the future. Our 125,000+ people across 30+ countries are driven by our innate curiosity, entrepreneurial agility, and desire to create lasting value for clients. Powered by our purpose – the relentless pursuit of a world that works better for people –...
-
Lead Consultant-AI/ML Engineer
5 days ago
Bengaluru, Karnataka, India Genpact Full timeGenpact (NYSE:G) is a global professional services and solutions firm delivering outcomes that shape the future. Our 125,000+ people across 30+ countries are driven by our innate curiosity, entrepreneurial agility, and desire to create lasting value for clients. Powered by our purpose – the relentless pursuit of a world that works better for people – we...
-
ML Engineer
5 days ago
Bengaluru, Karnataka, India Birlasoft Full timeAbout the Job - Looking for ML Engineers with strong background in deploying and operationalizing ML models, Deep Learning Models (with focus on LLMs). Job Title - ML Engineer Location - Bangalore Educational Background - A masters or bachelor's degree in computer science or related field from a top university. Key Responsibilities - Build, Refine and...
-
Principal Consultant-AI/ML Engineer
5 days ago
Bengaluru, Karnataka, India Genpact Full timeGenpact (NYSE:G) is a global professional services and solutions firm delivering outcomes that shape the future. Our 125,000+ people across 30+ countries are driven by our innate curiosity, entrepreneurial agility, and desire to create lasting value for clients. Powered by our purpose – the relentless pursuit of a world that works better for people – we...
-
ML Ops Engineer
5 days ago
Bengaluru, Karnataka, India Wipro Full timeJob Description Build and deploy training and serving pipelines for ML models in GCP Take offline ML models developed by other ML scientists and turn them into a machine learning production system (both offline batch and realtime inference) Optimize inference pipeline latency for cloud deployments to enable real-time ML serving Work with upstream and...
-
ML Ops Engineer
5 days ago
Bengaluru, Karnataka, India Wipro Full timeJob Description Build and deploy training and serving pipelines for ML models in GCP Take offline ML models developed by other ML scientists and turn them into a machine learning production system (both offline batch and realtime inference) Optimize inference pipeline latency for cloud deployments to enable real-time ML serving Work with upstream and...
-
Ml Ops
4 days ago
Bangalore City, Bengaluru, Karnataka, India PT Millenio Amerta Data (Kecilin.id) Full time**Responsibilities**: - Implement and optimize continuous integration/continuous deployment (CI/CD) pipelines for machine learning models - Collaborate with DevOps and IT teams to integrate machine learning workflows with existing systems and infrastructure - Develop the engineering architecture and data pipelines needed to enable large-scale machine...
-
ML Engineer
2 months ago
Bengaluru, India Lilly Full timeWe’re looking for people who are determined to make life better for people around the world. At Lilly, we unite caring with discovery to make life better for people around the world. We are a global healthcare leader headquartered in Indianapolis, Indiana. Our 39,000 employees around the world work to discover and bring life-changing medicines to those...
