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AWS Certified Jobs

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Opening For Sales Coordinator

TIZZY CLOUD COMPUTING PRIVATE LIMITED

  • 1 - 3 yrs
  • 3.0 Lac/Yr
  • Kandivali East Mumbai
Microsoft Office Corporate Sales Customer Care Customer Support Payment Followup Coordination Skills Cloud Computing AWS Certified
Role: Sales Executive / Business Development ExecutiveKey Responsibilities:Generate new sales opportunities through email outreach, cold calling, and prospecting.Understand customer needs and requirements to identify and qualify sales opportunities.Handle customer queries efficiently and provide accurate product/service information.Stay updated on all company products and services to support effective lead generation and conversion.Build and maintain strong relationships with prospective customers.Maintain records of interactions and follow up on leads in a timely manner.Required Skills & Competencies:Excellent communication and interpersonal skills.Strong listening, persuasion, and sales abilities.Ability to multi-task and manage multiple leads concurrently.Self-motivated, target-driven, and results-oriented mindset.Additional Skills (Good to Have):Knowledge of LinkedIn profiling, prospecting, and data mining will be an added advantage.
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Hiring For Python Developer

Trisakti Solutions

  • 2 - 7 yrs
  • 17.0 Lac/Yr
  • Hyderabad
Python Developer AWS AWS Certified AWS Lambda Python
Hiring Python Developer with AWS serverless skills including Lambda Step Functions CloudFormation event driven microservices monitoring optimization contract role on third party payroll WFO India only
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AI Specialist

VAM Systems

AIML TensorFlow Banking AWS Certified LLM Python Deep Learning Machine Learning
- Develop and implement AI models: The AI Specialist will be responsible for developing and implementing artificial intelligence models using technologies such as TensorFlow, Python, and deep learning algorithms.- Work on AI projects in banking sector: The specialist will work on AI projects specifically tailored for the banking industry, leveraging their expertise in AI and machine learning to drive innovative solutions.- Utilize AWS services for AI development: The AI Specialist will be expected to have AWS certification and utilize AWS services for developing and deploying AI solutions.- Collaborate with cross-functional teams: The specialist will collaborate with cross-functional teams including data scientists, engineers, and business stakeholders to ensure successful implementation of AI projects.- Stay updated on latest AI trends and technologies: The specialist is expected to stay updated on the latest trends and technologies in the field of AI to bring cutting-edge solutions to the organization.Required Skills and Expectations:- Bachelor's degree in Engineering (B.E) with a focus on AI.- 8-14 years of experience working in AI and machine learning roles.- Proficiency in AIML, TensorFlow, Python, LLM, and deep learning algorithms.- AWS certification is a must for this role.- Strong analytical and problem-solving skills.- Excellent communication and collaboration abilities.- Ability to work full time from the office in Bahrain.
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  • 2 - 8 yrs
  • United States
AWS Certification Data Modeling
Job Title: Data EngineerLocation: [Remote / Onsite / Hybrid]Employment Type: [Full-time / Contract / W2 / C2C]Job Summary:We are looking for a skilled Data Engineer to design, develop, and maintain scalable data pipelines and infrastructure. The ideal candidate will have hands-on experience with cloud data platforms, large datasets, and data integration tools to ensure the accuracy, reliability, and accessibility of enterprise data.Key Responsibilities:Design, build, and optimize ETL/ELT pipelines to process data from multiple sources.Develop and manage data warehouses, data lakes, and streaming systems.Ensure data reliability, quality, and governance across platforms.Collaborate with data scientists, analysts, and software engineers to deliver data solutions.Monitor, troubleshoot, and enhance data workflows for performance and scalability.Maintain detailed documentation of data architecture, flows, and processes.Required Qualifications:Bachelors degree in Computer Science, Information Systems, Engineering, or a related field.3+ years of experience as a Data Engineer or in a similar data-focused role.Strong proficiency in SQL and one programming language (Python, Scala, or Java).Experience with ETL tools such as Apache Airflow, AWS Glue, or Talend.Expertise in cloud platforms (AWS, Azure, or Google Cloud).Hands-on experience with data warehousing technologies (Snowflake, Redshift, BigQuery, Synapse).Knowledge of big data frameworks (Hadoop, Spark, Kafka).Solid understanding of data modeling, governance, and security best practices.Preferred Qualifications:Experience implementing CI/CD and DevOps practices for data pipelines.Familiarity with real-time data streaming, API integration, and event-driven architectures.Knowledge of containerization tools such as Docker or Kubernetes.Strong problem-solving, analytical, and communication skills.Technical Stack (Typical):Languages: Python, SQL, Scala, JavaFrameworks: Apache Spark, Kafka, Hadoop, AirflowDatabases: Snowflake, Redshift, BigQuery, PostgreSQLCloud Platforms: AWS, Azure, GCPETL / ELT Tools: dbt, Glue, Talend, Informatica
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Windchill Architect

AppZime Technologies

  • 9 - 14 yrs
  • Navi Mumbai
Windchill AWS Certified
Role Overview:As a Windchill Architect, you will be responsible for designing, developing, and implementing scalable Windchill PLM solutions that align with business objectives and technical requirements. You will leverage your deep understanding of architecture, product functionality, and development best practices to ensure that Windchill applications meet the needs of our organization. Additionally, you will play a key role in the creation of Proof of Concepts (POCs) to demonstrate new features and capabilities of the platform.Key Responsibilities:Architecture Design & Strategy:Develop and maintain Windchill architecture, ensuring alignment with business needs and technical standards.Evaluate and select appropriate technology solutions and design systems that are scalable, robust, and secure.Lead and support the design and implementation of Windchill-based solutions for new product development, system upgrades, and enhancements. Hands-on Development: Actively participate in hands-on development, including the creation of customizations, integrations, and configurations within the Windchill environment. Collaborate with cross-functional teams to understand technical requirements and translate them into executable tasks. Write code, build, and implement modules or components as part of Windchill solution development. Proof of Concept (POC) Creation: Lead the design and development of POCs to demonstrate the feasibility and benefits of new features or approaches. Work closely with stakeholders to validate POCs and use feedback to iterate on the design and implementation of Windchill-based solutions. Product Expertise & Guidance: Maintain a deep understanding of Windchill PLM functionality and product roadmaps. Provide guidance to both technical and non-technical stakeholders on best practices, system capabilities, and implementation strategies. Collaborate with product teams to ensure successful integration of Windchill solutions with other enterprise systems. Mentorship & Collaboration: Provide leadership and mentorship to junior developers and team members, fostering a culture of innovation and continuous improvement. Work collaboratively with business analysts, system administrators, and other teams to ensure successful project delivery. Key Requirements: Experience:5+ years of experience in implementing and architecting Windchill solutions, including customizations and integrations.Proven hands-on development experience in a PLM (Product Lifecycle Management) environment, preferably with Windchill.Strong track record of developing and delivering POCs to demonstrate technical feasibility and product capabilities. Technical Skills: Expertise in Windchill PLM suite and its core modules (Product Structure, Change Management, Configuration Management, etc.). Proficiency in Java, J2EE, and other relevant development technologies such as XML, SQL, and web services. Experience with Windchill integrations (e.g., ERP, CAD, or other enterprise systems) and data migration. Strong understanding of system architecture principles, design patterns, and best practices. Product and Business Acumen: In-depth understanding of product lifecycle management and its application within a business environment. Ability to translate business requirements into technical solutions and effectively communicate with stakeholders. Soft Skills: Strong problem-solving and analytical skills, with the ability to approach complex technical challenges creatively and pragmatically. Excellent communication and collaboration skills, capable of working across teams and with business stakeholders. Leadership capabilities and the ability to work in a fast-paced, agile development environment. Nice to Have: Experience with Windchill PLM upgrades and migrations.Knowledge of additional PLM tools or enterprise systems.Certification in Windchill or related PLM technologies.
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  • 5 - 8 yrs
  • 35.0 Lac/Yr
  • Pune
Shell Scripting Problem Solving Docker AWS Python AWS Certified
Hiring for 1 Devops Engineer Job in Pune, with minimum 5 Years Experience,Required Educational Qualification is : Higher Secondary, Secondary School, B.Com with Good knowledge in Shell Scripting, Problem Solving, Docker, AWS, Python, AWS Certified etc.
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  • 5 - 8 yrs
  • 12.0 Lac/Yr
  • Coimbatore
AWS Docker AWS Certified Kubernetes
We are hiring Work From Home for Devops Kubernets Engineer with 5 to 8 years experience.Immediate joiners preferred
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Data Scientist

Kudos Technolabs

  • 3 - 5 yrs
  • Bangalore
Python ML Frameworks & Libraries NumPy Pandas Scikit-Learn TensorFlow PyTorch Keras Matplotlib EDA Data Visualization Techniques SQL Statistical Analysis Hypothesis Testing Feature Engineering AWS Certified AWS Azure GCP Hadoop Spark Scipy SciPy Machine Learning
We are looking for a highly motivated and skilled Data Scientist to join our team. The ideal candidate will have a strong background in data science , machine learning , and statistical analysis, with hands-on experience in python and industry-standards libraries. You will be responsible for deriving actionable insights, building predictive models and effectively communicating findings through data story telling.
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  • 0 - 6 yrs
  • 8.5 Lac/Yr
  • Chennai
Shell Scripting AWS Problem Solving AWS Certified Python Docker
Job Description: We are looking for passionate and dedicated DevOps Engineers to join our growing team. As a DevOps Engineer, you will work closely with our development and operations teams to automate and streamline processes, improve system efficiency, and manage cloud infrastructure.Key Responsibilities: Implement and manage CI/CD pipelines Collaborate with developers to enhance software delivery Automate system processes for efficiency and scalability Monitor and maintain infrastructure uptime and performance Troubleshoot issues across various environments Optimize system performance and resource utilization Participate in deployments and release managementSkills Required: Understanding of DevOps tools like Jenkins, Docker, Kubernetes Familiarity with cloud platforms (AWS, Azure, GCP) Knowledge of scripting languages (Bash, Python, etc.) Strong understanding of version control systems (Git) Excellent problem-solving and analytical skills Experience with infrastructure as code (Terraform, Ansible, etc.) is a plusQualifications: Bachelor's Degree in Computer Science or a related field Freshers and candidates with up to 6 years of experience are encouraged to applyWhy Join Us: Dynamic and collaborative work environment Opportunities for career growth and advancement Competitive salary and benefitsContact Information: HR Contact: Janani : 9962221061 Sandhiya : 9962399985 Illayamathi : 9962220981
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Devops Engineer

RadicalStart InfoLab Pvt Ltd

  • 0 - 1 yrs
  • Madurai
Docker Devops Engineer System Administrator AWS Certified Problem Solving Shell Scripting
0-1 years of experience in the Linux DevOpsDeploying applications in a Linux environmentsHands-on experience with Popular CI/CD tools like [Jenkins, Docker, Kubernetes]Good knowledge on Scripting [Javascript,React,Node.js]Knowledge on MySQL database administrationFamiliar with AWS and other DevOps conceptsFamiliar with the Linux commandsWorking Knowledge and experience on open source tools, version controls [GIT]
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  • 6 - 12 yrs
  • 12.0 Lac/Yr
  • Chennai
AWS Certified
Job descriptionJob Overview: We are seeking a Lead Data Engineer (AWS) with 5-6 / 5+ years of experience in AWS Cloud platform, ETL development, and data processing tools. This role involves monitoring and supporting application workflows, ensuring system connectivity and performance. The ideal candidate should have hands-on experience with in depth knowledge on AWS services, AWS Glue, Redshift, Airflow, and other data processing tools such as Spark, with the ability to guide and mentor a team in a collaborative environment. This role requires leading a team to uphold operational standards hence the candidate should have experience handling a team. CTC / Budget allocated for (Lead-Data Engineer): 11-12 LPA (for deserving candidates)Primary Responsibilities:Application Monitoring & Workflow Management: Oversee job monitoring, application flow, and system connectivity to ensure smooth operations.Utilizing AWS Glue and Redshift for data processingCandidate should possess strong knowledge in AWS Glue, Redshift, and Airflow processes and should be able to resolve bottlenecks or issues.Retrigger failed jobs and manage job orchestration through Airflow for timely task completion.Cloud Monitoring & Notifications:Utilize AWS CloudWatch to monitor system health, performance, and job status.Setup AWS Push Notifications to alert the team to system issues, such as database downtime or performance degradation.
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Azure DevOp

Arokee Online Solutions

  • 10 - 15 yrs
  • 22.5 Lac/Yr
  • Bangalore
AWS Cloud Engineer ArgoCD AWS Certified AWSEKS Kubernets CI CD Eks Kub
We are seeking a motivated and experienced Azure Administrator to join our team at Arokee online solutions . In this role, you will oversee experience required proficiency with Kubernetes, AWS, and CI/CD pipelines. Ideal proficiency with AWS EKS, Argo CD, and Azure DevOps pipelines.EXP: 10+Years OnlyMOW: Remote Location: BangaloreNP: ImmediateUS Shift: 4PM to 1AMResponsibilities:* Agile: Two-week sprints and tracking work via work items within Azure DevOps* Feature Work: Proactive feature work aligned with our platform roadmap and reactive work items such as troubleshooting our platform features, fixing defects, or adding support for requested features* Support: Rotating Slack channel support requests and on-call duties* Release Support: Assist with frequent daytime rolling releases and infrequent after-hours releases with downtimeQualifications:* Bachelor's degree in a relevant field.* Proven experience as DevOps Engineer for 10+year* Hands-on-experience with Cloud platforms such as AWS, Azure and CI/CD Pipeline,* Strong communication and collaboration skill.Culture:Developer Collaboration: Guide and pair with developer teams to release new features or functionality, particularly in areas where platform tooling is unfamiliarLearning and Teaching: We work very closely within our team, frequently pairing on work, Also leaning on each other for guidance and support with issues.
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Devops Engineer (Full Time)

Soumya Consulting Services

AWS Developer AWS Cloud Engineer AWS AWS Certified Cloud Engineer DevOps Engineer Devops Architect Cloud Support Engineer
Minimum three years of relevant experience on AWS Cloud and DevOps practices. Proven track record of designing, deploying, and managing AWS cloud infrastructure for enterprise applications.Experience in implementing and managing AWS services such as EC2, S3, RDS, Lambda, CloudFront, VPC, and others.Hands-on experience with AWS Systems Manager (SSM) and its features, including Automation, Parameter Store, Run Command, and Patch Manager.Hands-on experience with New Relic or similar APM tools.Experience with SIEM systems (e.g., Security Hub, Guard Duty, Splunk, ELK Stack, LogRhythm) for security monitoring and incident response.Hands on Production experience in Docker and Container Orchestration using AWS ECS and AWS EKS.Automation Skills using orchestration Tools Terraform, CDK and Cloud FormationExperience in Source Code Management Bitbucket and GitHub.Experience in Build Automation Server: Jenkins/ Bitbucket actions/ Gitlab runner.Experience in Collaboration tools JIRA and Confluence.Proficiency in Python, JavaScript, and PowerShell.PreferenceAWS Associate level certifications: Solutions Architect, SysOps,Developer.
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  • 3 - 5 yrs
  • Tiruchirappalli
AWS Certified AWS Developer AWS Engineer AWS Cloud Engineer
Job Title :: AWS TrainerLocation : TrichyJob Type : Part-time/ContractRemuneration : OpenDuration : 3 MonthsStart Date : ImmediateJob Description:Responsibilities: Deliver engaging and comprehensive training sessions on AWS Foundation Level. Develop and update course materials, including presentations, labs, and exercises, to ensure they are current with AWS best practices and technologies. Provide hands-on demonstrations and real-world examples to enhance participant understanding and engagement. Conduct assessments and quizzes to evaluate participant progress and provide constructive feedback. Stay up to date with AWS services, features, and industry trends to continually improve training content and delivery. Foster a positive learning environment, encouraging interaction, questions, and practical problem-solving among participants.Qualifications: AWS Certified (Minimum Required). Strong understanding of AWS services, architecture, and best practices. Proven experience in delivering technical training, in AWS. Excellent communication and presentation skills, with the ability to explain complex concepts in a clear and engaging manner. Ability to engage and motivate participants, ensuring a productive and interactive learning experience.Preferred Qualifications: Additional AWS certifications Previous experience in a training or instructional role within the tech industry. Familiarity with online training platforms and virtual classroom tools.Part-Time Opportunity: We welcome experienced AWS Assocaiate who wish to contribute on a part-time basis. If you are currently working in a developer role and have a passion for teaching and sharing your knowledge, this part-time opportunity allows you to make a meaningful impact while maintaining their current job.
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Trainee Technical Service Desk Engineer

Evision Technoserve Private Limited

Information Technology Engineer Information Technology Analyst System Analysis System Security Linux System Engineer System Engineer System Engineer L2 System Maintenance Engineer IT System Engineer Cisco Certified Network Associate Ccna AWS Cloud En
Hiring Fresher IT Support Engineer/ Hardware/ Network Engineer/ Networking/ Fresher!!!5 Days working, Flexible timing, Paid Sick Leaves, Leave encashment, Yearly Appraisal!!!Designation IT Support Engineer/ Hardware/ Network Engineer/ Networking/ FresherJob Location Kolkata, Mumbai, Bangalore, Hyderabad, PuneExperience FresherIT Support Engineer Roles and Responsibilities Installation and configuration of WAN, LAN Take care of Computer, Laptop, Networking Hardware and Software To identify, reproduce & resolve Networking problems of internal users Knowledge of web hosting Install, maintain and troubleshoot network equipment Maintain network routing Fix any hardware or software issues. Installation of Software, printers, outlook, web browsers. Perform regular maintenance checks. Keeping a record of all IT equipment.IT Support Engineer Desired Candidate Profile knowledge of routers, LANs, switches Troubleshooting and other related IT work. The Candidate should be dynamic and ready to accept the responsibility for the field maintenance and installationNote: BE-B-Tech, BCA, Bsc, BBA, B.Com, Diploma.Job Types: Full-time, PermanentSalary Offered: 2.4 LPA to 3.5 LPA
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  • 8 - 14 yrs
  • Bangalore
Cloud Architect Cloud Computing AWS Certified Devops Architect
Note: Do NOT apply if you are not immediate joiner. Minimum Exp Required: 8 yearsMust have Skills : AWS Cloud Architect, Cloud InfrastructureLocation: Bangalore, Hyderabad, ChennaiJob Description: We are seeking an experienced AWS Architect to join our team and lead the design and implementation of scalable, secure, and cost-effective solutions on the AWS platform. The ideal candidate will have a deep understanding of AWS services, architectural principles, and best practices, along with strong communication and problem-solving skills. Responsibilities: Lead the design and architecture of cloud-based solutions on the AWS platform. Work closely with stakeholders to understand business requirements and translate them into technical solutions. Develop architectural diagrams, design documents, and technical specifications. Provide technical guidance and mentorship to development teams on AWS best practices. Implement security controls and compliance standards to ensure the security of AWS environments. Optimize AWS usage to minimize costs while maximizing performance and scalability. Design and implement automation solutions for infrastructure provisioning, deployment, and monitoring. Ensure high availability and disaster recovery capabilities in AWS architectures. Stay updated with the latest AWS trends, technologies, and best practices. Requirements: Bachelor's degree in Computer Science, Engineering, or related field. Proven experience as an AWS Architect or similar role, with at least [8] years of experience designing and implementing AWS solutions. Deep understanding of AWS services including but not limited to EC2, S3, RDS, Lambda, IAM, VPC, and CloudFormation. Strong knowledge of architectural patterns and best practices for building scalable, secure, and highly available systems on AWS. Experience with DevOps practices and tools such as CI/CD pipelines, configuration management, and infrastructure as code.
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  • 1 - 2 yrs
  • 3.5 Lac/Yr
  • Bangalore
AWS Certification AWS Trainer
We are Looking for Aws Trainer. training On Cloud Technology
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  • 5 - 10 yrs
  • 12.0 Lac/Yr
  • Gurgaon
AWS Cloud Engineer AWS Certified AWS DevOps Engineer GCP Cloud. Prometheus Trusted Advisors Security 24x7 Hosting Environment Walk in
Job descriptionproduction experience on AWS (IAM, ECS, EC2, VPC, ELB, RDS,Autoscaling, Cost Optimisation, Trusted Advisors, Guard Duty, Security, etc.)Must have monitoring experience on tools like Nagios/ Prometheus/ Grafana/Datadog/ New Relic, etc.Required Candidate profileMust have experience in Linux Administration.Must have a working knowledge of scripting (Python/Shell).
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Material QA/QC Inspector

Istep Technology Pvt.ltd

  • 8 - 12 yrs
  • 0.9 Lac/Yr
  • Qatar
Welding Inspector AWS-CWI Certification
The tasks and duties of the Material QA/QC Inspector includes (but notlimited) to the following: Perform inspection at site, warehouse and at the CONTRACTORpremises on purchased or rented received material or equipment suchas valves, piping, gaskets, fittings, heat exchangers, pressure vessels,lifting equipment, gas cylinders, etc., to check conformity with purchaseorders and specifications requirement as per QG procedure. Perform physical material inspection, dimensional verification, reviewMaterial Test Certificates with respect to the drawings, QG assetspecifications, procedures and ASTM/ASME or equivalent materialspecifications, any special requirements, correlate data and providedisposition on the acceptance / rejection of equipment / materials. Prepare Material Inspection reports with the right disposition as per QGprocedure and maintain register of all Receiving inspections performed. Extract list of materials in inspectors queue in SAP, performinspections, update SAP material inspection data and clear them in SAPfor further processing. Perform periodic MTC and material verification for authenticity andgenuineness by contacting manufacturers (via email) to avoid fakematerials and other anomalies. Review pending Material Discrepancy Reports (MDRs) in SAP, reviewclarifications from suppliers and provide acceptance/rejection ofmaterials. Perform Supplier performance analysis based on quality aspects withReceiving Inspection data and prepare analysis reports, providing inputson key improvement areas for suppliers and others. Review QA/QC Final Dossier documents (Quality plan, Inspection & Testplan, QA/QC procedure, WPS, Welder qualification record, OperatingProcedures, Method Statements etc.) related to new equipment andmaterials being procured. Provide inputs for materials related queries to shut down, performcritical material inspections prior to shut down, perform materialinspections during shutdown execution as
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  • 9 - 13 yrs
  • Chennai
Pega PRPC SOAP HTTP Web Services Pega 7.x Pega 8.x Pega Certified Senior System Architect AWS Pega System Architect Walk in
Responsibilities:Design, develop and test the software applications based on requirements/design documents using cutting-edge technologies like Pega PRPC.Create & review PRPC product/project deliverables according to the software development life cycle methodologies and ensures adoption of design best practices.Participate in the technical design review process to ensure high-quality technical designs.Identify and deliver best practices, reusable components, and process optimization.Align solutions within the overall IT strategyRequired Skills:Excellent knowledge working on Pega BPM (Business Process Management)Good experience in using SOAP/HTTP connectors and Web Services.Experience on Pega 7.x is needed, Pega 8.x is preferredExperience in programming languages of JavaScript and cloud technologies AWSGood in using the file system connector.Should be a Pega Certified Senior System Architect.Strong understanding of Pega Implementation MethodologyBachelor's degree in engineering or IT related field
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  • 5 - 10 yrs
  • 15.0 Lac/Yr
  • Gurgaon
AWS Cloud Engineer AWS Certified AWS DevOps Engineer IAM Grafana Datadog EC2 Walk in
Job descriptionproduction experience on AWS (IAM, ECS, EC2, VPC, ELB, RDS,Autoscaling, Cost Optimisation, Trusted Advisors, Guard Duty, Security, etc.)Must have monitoring experience on tools like Nagios/ Prometheus/ Grafana/Datadog/ New Relic, etc.Required Candidate profileMust have experience in Linux Administration.
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  • 5 - 10 yrs
  • 15.0 Lac/Yr
  • Gurgaon
AWS Cloud Engineer Devops Engineer AWS Certified VPC Nagios IAM ECS Linux Administration AWS Cloud Grafana 24x7 Hosting Environment Walk in
production experience on AWS (IAM, ECS, EC2, VPC, ELB, RDS,Autoscaling, Cost Optimisation, Trusted Advisors, Guard Duty, Security, etc.)Must have monitoring experience on tools like Nagios/ Prometheus/ Grafana/Datadog/ New Relic, etc.Must have experience in Linux Administration.Must have a working knowledge of scripting (Python/Shell).
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  • 5 - 10 yrs
  • 12.0 Lac/Yr
  • Gurgaon
AWS Cloud Engineer AWS Certified GCP Cloud. Security Linux Administration 24x7 Hosting Environment Production Environment Saas Product DevOps AWS Walk in
production experience on AWS (IAM, ECS, EC2, VPC, ELB, RDS,Autoscaling, Cost Optimisation, Trusted Advisors, Guard Duty, Security, etc.)Must have monitoring experience on tools like Nagios/ Prometheus/ Grafana/Datadog/ New Relic, etc. Must have experience in Linux Administration. Must have a working knowledge of scripting (Python/Shell).
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