ML Ops Solution Architect

3 weeks ago

Hyderabad, Telangana, India ValueMomentum Full time
Job Summary

We are seeking an experienced Sr. MLOps Specialist with deep expertise in AWS services and machine learning deployment best practices to design, build, and maintain scalable, secure, and automated ML pipelines. You will play a key role in bridging the gap between data science and engineering teams, driving production readiness of ML models, and ensuring efficient lifecycle management.

Key Responsibilities

- Design & Implement MLOps Pipelines
- Build and maintain robust CI/CD pipelines for ML using Amazon SageMaker Pipelines, CodePipeline, Step Functions, etc.
- Automate model training, evaluation, deployment, and monitoring processes.
- Infrastructure & Cloud Management
- Use Infrastructure-as-Code (IaC) tools (e.g., CloudFormation, Terraform, CDK) to manage reproducible environments.
- Architect scalable ML infrastructure using AWS (e.g., S3, Lambda, ECR, EC2, SageMaker).
- Monitoring, Logging & Observability
- Implement model and data monitoring with SageMaker Model Monitor, CloudWatch, or third-party tools.
- Set up logging, alerts, and dashboards to ensure model health and performance.
- Governance & Compliance
- Manage model registries, lineage tracking, and audit logging to support reproducibility and regulatory compliance.
- Enable version control and approval workflows for ML assets.
- Collaboration & Enablement
- Work closely with data scientists, ML engineers, and DevOps teams to integrate ML workflows into existing infrastructure.
- Educate and mentor cross-functional teams on MLOps best practices and AWS ML tooling.

Required Skills and Qualifications

- 8+ years in software engineering, DevOps, or ML Engineering with a focus on cloud-based ML pipelines
- Strong experience with Amazon Web Services (AWS), especially:
- Amazon SageMaker (training, deployment, Pipelines, Model Monitor)
- S3, Lambda, Step Functions, CodePipeline, ECR, CloudWatch
- Proficiency in Python, Bash, and scripting for automation
- Familiarity with CI/CD tools like Jenkins, GitHub Actions, CodeBuild, etc.
- Experience with Docker and container orchestration in AWS (e.g., ECS, EKS optional)
- Understanding of ML lifecycle, including feature engineering, training, deployment, and monitoring
- Experience with data versioning and model tracking tools (e.g., MLflow, DVC, SageMaker Model Registry)
- Excellent communication and collaboration skills

Preferred Qualifications

- AWS Certification (e.g., AWS Certified Machine Learning – Specialty, Solutions Architect – Professional)
- Knowledge of ML frameworks (e.g., TensorFlow, PyTorch, Scikit-learn)
- Experience with multi-environment deployment (dev/test/prod) for ML workflows
- Familiarity with data privacy laws and model governance frameworks (GDPR, HIPAA, etc.)

  • ML Ops Solution Architect

    2 weeks ago

    Hyderabad, Telangana, India ValueMomentum Full time

    Job SummaryWe are seeking an experienced Sr. MLOps Specialist with deep expertise in AWS services and machine learning deployment best practices to design, build, and maintain scalable, secure, and automated ML pipelines. You will play a key role in bridging the gap between data science and engineering teams, driving production readiness of ML models, and...

  • Senior ML Ops Engineer

    17 hours ago

    Hyderabad, Telangana, India ValueMomentum Full time ₹ 20,00,000 - ₹ 25,00,000 per year

    Job Responsibilities:Evaluate and source appropriate cloud infrastructure solutions for machine learning needs, ensuring cost-effectiveness and scalability based on project requirements.Automate and manage the deployment of machine learning models into production environments, ensuring version control for models and datasets using tools like Docker and...

  • Innovative AI/ML Solutions Architect

    1 week ago

    Hyderabad, Telangana, India beBeeArtificialIntelligence Full time ₹ 15,00,000 - ₹ 30,00,000

    Job Overview:">We are seeking a seasoned AI/ML professional who combines deep hands-on expertise in Python and machine learning with strong pre-sales solutioning skills. This role requires an architect who can engage clients, design scalable AI/ML solutions, and lead or contribute to technical implementation.">Main Responsibilities:">AI/ML Architecture &...

  • AI/ML Solutions Architect

    2 weeks ago

    Hyderabad, Telangana, India beBeeMachineLearning Full time ₹ 1,00,00,000 - ₹ 2,00,00,000

    Job Description">We are seeking an experienced Data Architect to join our team and contribute to the design, development, and improvement of AI/ML models and systems.You will work collaboratively with applied scientists, data engineers, software engineers, and product partners to design and deliver AI/ML solutions in production at scale.The team is...

  • ML Ops Engineer

    3 weeks ago

    Hyderabad, Telangana, India Chubb Full time

    About ChubbChubb is a world leader in insurance. With operations in 54 countries and territories, Chubb provides commercial and personal property and casualty insurance, personal accident and supplemental health insurance, reinsurance and life insurance to a diverse group of clients. The company is defined by its extensive product and service offerings,...

  • Lead AI/ML Architect

    1 week ago

    Hyderabad, Telangana, India beBeeArtificialIntelligence Full time ₹ 13,00,000 - ₹ 18,50,000

    **Job Opportunity:** Lead AI/ML ArchitectParadigmIT is seeking a highly skilled American Institute of Mathematics and Logic lead to design, develop, and deploy next-generation artificial intelligence solutions.Key Responsibilities:Architect and deliver machine learning models, driving initiatives from prototyping to production.Set technical direction, guide...

  • AI/ML Architect

    1 week ago

    Hyderabad, Telangana, India Axim Digitech Full time

    Role : AI ML Architect with BFSIRequired Skills & Experience : - 15+ years of experience in AI/ML, data engineering, and cloud architecture.- Minimum of 10 end-to-end AI/ML project implementations from use case discovery through to productization.- Proven expertise in :1. AI/ML frameworks : scikit-learn, XGBoost, TensorFlow, PyTorch2. GenAI/LLM platforms :...

  • Solution Architect

    3 days ago

    Hyderabad, Telangana, India Hiringeye Solutions Full time ₹ 20,00,000 - ₹ 25,00,000 per year

    About the RoleWe are seeking a highly skilled Solution Architect with deep expertise in and practical experience in AI/ML integrationThe ideal candidate will lead solution design, define scalable architectures, and guide teams in building enterprise-grade applications leveraging Modern cloud, AI, and microservices-based systems.Key ResponsibilitiesLead...

  • AI/ML Solutions Specialist

    2 weeks ago

    Hyderabad, Telangana, India beBeeAnalytics Full time ₹ 15,00,000 - ₹ 25,00,000

    Job OverviewWe are seeking a highly skilled AI/ML Solutions Expert with strong expertise in analyzing business requirements and implementing advanced AI/ML solutions within the Oil & Gas domain.The ideal candidate will specialize in Exploration & Production (E&P), Operations & Maintenance (O&M), Supply Chain, and HSE datasets, acting as a vital bridge...

  • Lead Consultant-ML Ops

    3 weeks ago

    Hyderabad, Telangana, India Genpact Full time

    Job DescriptionInviting applications for the role of Lead Consultant - MLOps EngineerIn this role, you will define, implement and oversee the MLOps strategy for scalable, compliant, and cost-efficient deployment of AI/GenAI models across the enterprise. This role combines deep DevOps knowledge, infrastructure architecture, and AI platform design to guide how...