MLOps Engineer - Production Support
Zorba Consulting India Pvt. Ltd.
Role: MLOps Engineer Production Support (Databricks & Python):Candidates with strong Python + Databricks + CI/CD + Production MLOps support experience who have worked on monitoring, troubleshooting, deployment, and model/data drift management in production ML environments.Experience Range: 6 to 8 years.Shift: 1 PM 10 PM IST (Monday to Friday).Target onboarding: Immediate.Number of positions: 01.Location: PAN India with preference at Bangalore.Key Responsibilities:- Monitor end-to-end pipeline execution and ensure smooth daily runs.- Identify, debug, fix issues, and rerun pipelines during failures.- Collaborate cross-functionally to resolve dependencies and blockers.- Implement preventive health checks and robust logging for proactive issue detection.- Design and maintain dashboards for data validation and quality checks.- Perform data validation and ensure integrity across pipeline outputs.- Analyze model performance using statistical metrics and monitor data/feature/concept drift.- Build automated alerts/notifications for pipeline failures.- Develop agent-based solutions for automated monitoring and debugging.- Enhance and maintain CI/CD pipelines, including implementing data-based authentication and building new CI/CD workflows.- Ensure proactiveness & timely deliverables with strong communication, ownership, and stakeholder updates.- Apply model explainability techniques and leverage GenAI for insights and summarization.Technical Requirements:1. Python:- Strong Python skills & solid understanding of OOP (including inheritance).- Hands-on experience with unit testing, regression testing, and testing frameworks such as pytest.- Experience with pandas and PySpark etc.- Knowledge of software design patterns.2. Databricks:- Understanding of Databricks architecture and components.- Experience with Databricks Asset Bundles.- Ability to build, enhance, and debug Databricks Jobs/Workflows.3. CI/CD & Git:- Knowledge of Git flows, branching strategies, and version control best practices.- Experience with GitHub Actions.- Ability to deploy Databricks (dbx) jobs through CI/CD pipelines.- Familiarity with Azure services, including Key Vault.4. Data/Model Monitoring:- Understanding of data drift, model drift, and concept drift.- Ability to use drift indicators for identifying early-stage data quality issues.- Experience with monitoring and alerting tools is a plus. (ref:hirist.tech)
- Description :We are looking for a Senior MLOps / Machine Learning Engineer with 6+ years of experience to design, build, and scale our next-generation... ...move from experimental notebooks to high-throughput, production-grade systems seamlessly.This isn't a role for standing up...Suggested
- Skills:- Mlops, Python, Terraform, Docker, Kubernetes, CICD Pipelines, Mlflow/Kubeflow/Airflow, (AzureML, Sagemaker, Vertex)AWS/GCP?AzureRequired... ...on customer confirmation) with an emphasis on writing clean, production-grade, object-oriented code.Data Science Capabilities: Solid...Suggested
- ...business.- Create experiments and prototype implementations of new learning algorithms and prediction techniques.- Collaborate with product managers, and stockholders to design and implement software solutions for science problems.- Use machine learning best practices to ensure...SuggestedImmediate start
- ...workloads and distributed compute. Support vector database, feature store... ...with data scientists, AI/ML engineers, and other members of the... ...from experimentation to production. Implement security best practices... ...Haves: ~4+ years of DevOps, MLOps, or infrastructure engineering...SuggestedRemote jobWorldwide
- ...are a global empathy-led technology services company.Product innovation and mature software engineering are part of our core DNA. Respect, Fairness, Growth, Agility... ...thinking, and measurable results.Job Summary : As an MLOps Engineer, you'll design, deploy, and maintain...Suggested
- ...Description :Role Overview :As the AI Engineer at 301io, you are not a... ...:Architect, build, and ship production-grade AI agents and multi-agent... ...scalable AI architectures that support both experimental and... ...incidentsAI Infrastructure & MLOps :- Build and maintain ML pipelines...Hybrid work
- Job Summary : Seeking a hands-on Senior AI/ML Engineer to lead the design, development, deployment, and operationalization of production-grade Agentic AI solutions on Azure. The... ...architecture ownership, LLM/RAG implementation, MLOps, and mentoring engineering teams.Key...Hybrid work
- ...for a talented Machine Learning Engineer to design, develop, deploy, and... ..., data processing, and MLOps practices, with the ability to build scalable and production-ready AI solutions.Key Responsibilities... ...accuracy and efficiency.- Support automation initiatives by leveraging...
- ...candidate has hands-on experience building production-grade LLM applications and will play a... ..., and summarization. Design prompt engineering strategies, structured output generation... ...frontend. Design, implement, and validate support for diverse fleet analytics use cases...Full timeRemote job
- ...leverage machine learning and data science to create innovative products that enhance trading strategies, risk management, and customer experience... ..., impacting millions of users globally.Role Overview :As an ML Engineer at Elgebra, you will be responsible for designing, developing,...
- ...global provider of enterprise AI products and services, on a mission to... ...proprietary AI Studio and AI Engines, the company helps drive the... ...services and owning the pipelines, MLOps, and integrations behind them.... ...Azure (ADLS, Azure ML, AKS); support batch and near-real-time...Full timeContract workLocal areaRemote jobWorldwide
- ...Description :We are looking for a Machine Learning Engineer to own and lead the design, build and... ...and governed machine learning systems in production. You will work closely with Data... ...shaping technical strategy and organizational MLOps maturity.To be a successful Machine...
- We are seeking a highly motivated ML Engineer & Developer with 4 - 5 years of experience in... ...functional teams to integrate ML models into production systems.- Continuously evaluate and adopt... ..., pruning).- Familiarity with MLOps practices and model deployment workflows....
- Job Description : We are looking for a Machine Learning Engineer with expertise in MLOps (Machine Learning Operations) and LLMOps (Large Language Model... ...Large Language Models), ensuring they run efficiently in production.Key Responsibilities : - Design and implement end-to-end...
- ...learning algorithms and prediction techniques.- Collaborate with product managers, and stockholders to design and implement software solutions... ...with are preferred keyskills : Python, Predictive Modeling, MLOps, Logistic Regression, Artificial Intelligence, Natural Language Processing...
- ROLE : AI / ML Engineer- Agentic AIEXPERIENCE : 48 yearsLOCATION : Pune, India (Onsite)EMPLOYMENT TYPE : Full-time, PermanentOPENINGS... ...engineering pod for a large enterprise client engagement focused on product support, data engineering, and AI-driven automation. As part of this...Full timeImmediate start
- Gen AI / AI-ML Engineer - Full-TimeWe are looking for a highly skilled Gen AI / AI-ML Engineer with strong expertise in building intelligent... ...and prompt engineering- Exposure to AI deployment frameworks and MLOps practices- Knowledge of scalable AI system design (ref:hirist....Full timeHybrid workImmediate start
- ...global provider of enterprise AI products and services, on a mission to... ...proprietary AI Studio and AI Engines, the company helps drive the... ...sampling, experiment design) to support inference and decision-making.... .... Productionization & MLOps (Project-Dependent) Package...Full timeLocal areaRemote job
- ...GenAI/LLM powered applications/products.- Experience in building... ...- Exposure to LLMs and prompt engineering.Good-to-Have :- Preferred experience... ....- Preferred experience with MLOps and model deployment pipelines... ....g., OpenAI, Hugging Face) to support semantic search and retrieval...
- ...transform, and load data from various sources.AI model Feature Engineering : - Integrate structured and unstructured data from internal and... ...Orchestrate robust and error-free deployment of AI models into production environments, making them accessible to applications and users....
- ...mapping), prototyping, testing, training, and defining support procedures, in collaboration with an advanced engineering team and executive leadership- Articulate and... ...enabling team members to make necessary changes in product performance or presentationRequired skills and...
- ...applications, creating APIs, debugging, testing, and deploying production-ready solutions.- Must have experience in developing data-based... ...Must have hands-on experience with LLM workflows including prompt engineering, fine-tuning, model evaluation, response quality analysis, and...
- ...seeking a highly skilled and experienced AI/ML Engineer to design, develop, and deploy scalable... ...learning, large language models (LLMs), MLOps, and cloud platforms. You will work... ...end machine learning and AI solutions in production environments.- Build, fine-tune, and optimize...Full time
Rs 18 - 22 lakhs p.a.
? Hiring Alert | AI / ML Engineer – Large Language Models (LLMs) ? ? Location: Bangalore / Pune ? Role: Team Lead / Consultant – AI / ML Engineer ? Experience: 8–12 Years ? Budget: Up to ₹23 LPA We are looking for an experienced AI / ML Engineer with...Full time- ...seeking an experienced Machine Learning Engineer with 8+ years of experience in designing,... ...algorithms, data engineering, model deployment, MLOps, and cloud platforms. You will work... ...business stakeholders to build scalable, production-ready AI/ML solutions.Key Responsibilities...Full time
- As an AI/ML Engineer at Rayosys Services, you will be responsible for architecting and deploying... ...data scientists, software engineers, and product stakeholders, to bridge the gap between... ...lifecycle of production models, implementing MLOps best practices to track performance and...
- ...growth catalyst, we empower sales, marketing, product development, and strategy through a unique... ...capabilities.Role : Lead AI / ML Engineer (Computer Vision & NLP)Designation : Senior... ...advantage for our clients.- Design and maintain MLOps workflows to streamline model training,...
- Role : AI Engineer / Applied ML EngineerDescription : Join our innovative team as an AI Engineer/Applied ML Engineer, where you will be at... ...closely with data scientists, software engineers, and product managers to translate complex business problems into tangible AI...
- Byteridge is seeking a Rapid Prototyping Engineer specializing in AI Infrastructure & Optimization... ...infrastructure, GPU optimization, and production ML systems, combined with the ability to... ..., pruning, distillation).- Knowledge of MLOps practices, model monitoring, and...Full time
- Role : Machine Learning Engineer Job Description : Company : Codvo.Job Title : Machine Learning Engineer.Experience : 5+ years.About The... ...design and coding, and ensure performance and scalability in production environments.Key Responsibilities : - Work closely with the Data...
Do you want to receive more vacancies?
Subscribe and receive similar vacancies to MLOps Engineer - Production Support. Be the first to apply!
