
- Experience working on Linux based infrastructure
- Strong hands-on knowledge of setting up production, staging, and dev environments on AWS/GCP/Azure
- Strong hands-on knowledge of technologies like Terraform, Docker, Kubernetes
- Strong understanding of continuous testing environments such as Travis-CI, CircleCI, Jenkins, etc.
- Configuration and managing databases such as MySQL, Mongo
- Excellent troubleshooting
- Working knowledge of various tools, open-source technologies, and cloud services
- Awareness of critical concepts in DevOps and Agile principles

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About the Role
We are looking for a DevOps Engineer to build and maintain scalable, secure, and high-
performance infrastructure for our next-generation healthcare platform. You will be
responsible for automation, CI/CD pipelines, cloud infrastructure, and system reliability,
ensuring seamless deployment and operations.
Responsibilities
1. Infrastructure & Cloud Management
• Design, deploy, and manage cloud-based infrastructure (AWS, Azure, GCP)
• Implement containerization (Docker, Kubernetes) and microservices orchestration
• Optimize infrastructure cost, scalability, and performance
2. CI/CD & Automation
• Build and maintain CI/CD pipelines for automated deployments
• Automate infrastructure provisioning using Terraform, Ansible, or CloudFormation
• Implement GitOps practices for streamlined deployments
3. Security & Compliance
• Ensure adherence to ABDM, HIPAA, GDPR, and healthcare security standards
• Implement role-based access controls, encryption, and network security best
practices
• Conduct Vulnerability Assessment & Penetration Testing (VAPT) and compliance
audits
4. Monitoring & Incident Management
• Set up monitoring, logging, and alerting systems (Prometheus, Grafana, ELK,
Datadog, etc.)
• Optimize system reliability and automate incident response mechanisms
• Improve MTTR (Mean Time to Recovery) and system uptime KPIs
5. Collaboration & Process Improvement
• Work closely with development and QA teams to streamline deployments
• Improve DevSecOps practices and cloud security policies
• Participate in architecture discussions and performance tuning
Required Skills & Qualifications
• 2+ years of experience in DevOps, cloud infrastructure, and automation
• Hands-on experience with AWS and Kubernetes
• Proficiency in Docker and CI/CD tools (Jenkins, GitHub Actions, ArgoCD, etc.)
• Experience with Terraform, Ansible, or CloudFormation
• Strong knowledge of Linux, shell scripting, and networking
• Experience with cloud security, monitoring, and logging solutions
Nice to Have
• Experience in healthcare or other regulated industries
• Familiarity with serverless architectures and AI-driven infrastructure automation
• Knowledge of big data pipelines and analytics workflows
What You'll Gain
• Opportunity to build and scale a mission-critical healthcare infrastructure
• Work in a fast-paced startup environment with cutting-edge technologies
• Growth potential into Lead DevOps Engineer or Cloud Architect roles
Please Apply - https://zrec.in/L51Qf?source=CareerSite
About Us
Infra360 Solutions is a services company specializing in Cloud, DevSecOps, Security, and Observability solutions. We help technology companies adapt DevOps culture in their organization by focusing on long-term DevOps roadmap. We focus on identifying technical and cultural issues in the journey of successfully implementing the DevOps practices in the organization and work with respective teams to fix issues to increase overall productivity. We also do training sessions for the developers and make them realize the importance of DevOps. We provide these services - DevOps, DevSecOps, FinOps, Cost Optimizations, CI/CD, Observability, Cloud Security, Containerization, Cloud Migration, Site Reliability, Performance Optimizations, SIEM and SecOps, Serverless automation, Well-Architected Review, MLOps, Governance, Risk & Compliance. We do assessments of technology architecture, security, governance, compliance, and DevOps maturity model for any technology company and help them optimize their cloud cost, streamline their technology architecture, and set up processes to improve the availability and reliability of their website and applications. We set up tools for monitoring, logging, and observability. We focus on bringing the DevOps culture to the organization to improve its efficiency and delivery.
Job Description
Job Title: Senior DevOps Engineer (Infrastructure/SRE)
Department: Technology
Location: Gurgaon
Work Mode: On-site
Working Hours: 10 AM - 7 PM
Terms: Permanent
Experience: 4-6 years
Education: B.Tech/MCA
Notice Period: Immediately
About Us
At Infra360.io, we are a next-generation cloud consulting and services company committed to delivering comprehensive, 360-degree solutions for cloud, infrastructure, DevOps, and security. We partner with clients to transform and optimize their technology landscape, ensuring resilience, scalability, cost efficiency and innovation.
Our core services include Cloud Strategy, Site Reliability Engineering (SRE), DevOps, Cloud Security Posture Management (CSPM), and related Managed Services. We specialize in driving operational excellence across multi-cloud environments, helping businesses achieve their goals with agility and reliability.
We thrive on ownership, collaboration, problem-solving, and excellence, fostering an environment where innovation and continuous learning are at the forefront. Join us as we expand and redefine what’s possible in cloud technology and infrastructure.
Role Summary
We are looking for a Senior DevOps Engineer (Infrastructure) to design, automate, and manage cloud-based and datacentre infrastructure for diverse projects. The ideal candidate will have deep expertise in a public cloud platform (AWS, GCP, or Azure), with a strong focus on cost optimization, security best practices, and infrastructure automation using tools like Terraform and CI/CD pipelines.
This role involves designing scalable architectures (containers, serverless, and VMs), managing databases, and ensuring system observability with tools like Prometheus and Grafana. Strong leadership, client communication, and team mentoring skills are essential. Experience with VPN technologies and configuration management tools (Ansible, Helm) is also critical. Multi-cloud experience and familiarity with APM tools are a plus.
Ideal Candidate Profile
- Solid 4-6 years of experience as a DevOps engineer with a proven track record of architecting and automating solutions on Cloud
- Experience in troubleshooting production incidents and handling high-pressure situations.
- Strong leadership skills and the ability to mentor team members and provide guidance on best practices.
- Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
- Extensive experience with Kubernetes, Terraform, ArgoCD, and Helm.
- Strong with at least one public cloud AWS/GCP/Azure
- Strong with Cost Optimization and Security Best practices
- Strong with Infrastructure automation using Terraform and CI/CD automation
- Strong with Configuration Management using Ansible, Helm etc
- Good with designing architectures (Containers, Serverless, VMs etc)
- Hands-on Experience working on Multiple Projects
- Strong with Client communication and requirements gathering
- Databases management experience
- Good experience with Prometheus, Grafana & Alert Manager
- Able to manage multiple clients and take ownership of client issues.
- Experience with Git and coding best practices
- Proficiency in cloud networking, including VPCs, DNS, VPNs (OpenVPN, OpenSwan, Pritunl, Site-to-Site VPNs), load balancers, and firewalls, ensuring secure and efficient connectivity.
- Strong understanding of cloud security best practices, identity and access management (IAM), and compliance requirements for modern infrastructure.
Good to have
- Multi-cloud experience with AWS, GCP & Azure
- Experience with APM & Observability tools like - Newrelic, Datadog, and OpenTelemetry
- Proficiency in scripting languages (Python, Go) for automation and tooling to improve infrastructure and application reliability.
Key Responsibilities
- Design and Development:
- Architect, design, and develop high-quality, scalable, and secure cloud-based software solutions.
- Collaborate with product and engineering teams to translate business requirements into technical specifications.
- Write clean, maintainable, and efficient code, following best practices and coding standards.
- Cloud Infrastructure:
- Develop and optimise cloud-native applications, leveraging cloud services like AWS, Azure, or Google Cloud Platform (GCP).
- Implement and manage CI/CD pipelines for automated deployment and testing.
- Ensure the security, reliability, and performance of cloud infrastructure.
- Technical Leadership:
- Mentor and guide junior engineers, providing technical leadership and fostering a collaborative team environment.
- Participate in code reviews, ensuring adherence to best practices and high-quality code delivery.
- Lead technical discussions and contribute to architectural decisions.
- Problem Solving and Troubleshooting:
- Identify, diagnose, and resolve complex software and infrastructure issues.
- Perform root cause analysis for production incidents and implement preventative measures.
- Continuous Improvement:
- Stay up-to-date with the latest industry trends, tools, and technologies in cloud computing and software engineering.
- Contribute to the continuous improvement of development processes, tools, and methodologies.
- Drive innovation by experimenting with new technologies and solutions to enhance the platform.
- Collaboration:
- Work closely with DevOps, QA, and other teams to ensure smooth integration and delivery of software releases.
- Communicate effectively with stakeholders, including technical and non-technical team members.
- Client Interaction & Management:
- Will serve as a direct point of contact for multiple clients.
- Able to handle the unique technical needs and challenges of two or more clients concurrently.
- Involve both direct interaction with clients and internal team coordination.
- Production Systems Management:
- Must have extensive experience in managing, monitoring, and debugging production environments.
- Will work on troubleshooting complex issues and ensure that production systems are running smoothly with minimal downtime.
- At least 5 year of experience in Cloud technologies-AWS and Azure and developing.
- Experience in implementing DevOps practices and DevOps-tools in areas like CI/CD using Jenkins environment automation, and release automation, virtualization, infra as a code or metrics tracking.
- Hands on experience in DevOps tools configuration in different environments.
- Strong knowledge of working with DevOps design patterns, processes and best practices
- Hand-on experience in Setting up Build pipelines.
- Prior working experience in system administration or architecture in Windows or Linux.
- Must have experience in GIT (BitBucket, GitHub, GitLab)
- Hands-on experience on Jenkins pipeline scripting.
- Hands-on knowledge in one scripting language (Nant, Perl, Python, Shell or PowerShell)
- Configuration level skills in tools like SonarQube (or similar tools) and Artifactory.
- Expertise on Virtual Infrastructure (VMWare or VirtualBox or QEMU or KVM or Vagrant) and environment automation/provisioning using SaltStack/Ansible/Puppet/Chef
- Deploying, automating, maintaining and managing Azure cloud based production systems including monitoring capacity.
- Good to have experience in migrating code repositories from one source control to another.
- Hands-on experience in Docker container and orchestration based deployments like Kubernetes, Service Fabric, Docker swarm.
- Must have good communication skills and problem solving skills
Who we are :
Stanza Living is India's largest and fastest growing tech-enabled, managed accommodation company that delivers a hospitality-led living experience to migrant students and young working professionals across India. We have a full-stack business model that focuses on design, development and delivery of daily living solutions tailored to the young consumers' lifestyle. From smartly-planned residences, host of amenities and services for hassle-free living to exclusive community engagement programmes - everything is seamlessly integrated through technology to ensure the highest consumer delight.
Today, we are :
- India's largest managed accommodation company with over 75,000+ beds under management across 25+ cities
- Most capitalized player in the managed accommodation space, backed by global marquee investors - Falcon Edge, Equity International, Sequoia Capital, Matrix Partners, Accel Partners
- Recognized as the Best Real Estate Tech company across the Globe in 2020 by leading analysis agency, Tracxn
- LinkedIn Top Startup to Work for - 2019
Objectives of this role :
- Work in tandem with our engineering team to identify and implement the most optimal cloud-based solutions for the company
- Define and document best practices and strategies regarding application deployment and infrastructure maintenance
- Provide guidance, thought leadership, and mentorship to developer teams to build their cloud competencies
- Ensure application performance, uptime, and scale, maintaining high standards for code quality and thoughtful design
- Manage cloud environments in accordance with company security guidelines
Job Description :
- Excellent understanding of Cloud Platform (AWS)
- Strong knowledge on AWS Services, design, configuration on enterprise systems
- Good knowledge on Kubernetes configuration, Dockers
- Understanding the needs of the business for defining AWS system specifications
- Understand Architecture Requirements and ensure effective support activities
- Evaluation and choosing suitable AWS Service or and suggesting methods for integration
- Overseeing assigned programs and guiding the team members
- Providing assistance when technical problems arise
- Making sure the agreed infrastructure and architecture are implemented
- Addressing the technical concerns, suggestions, and ideas
- Configure Monitoring systems to make sure they meet business goals as well as user requirements
- Excellent knowledge of AWS IaaS Layer
- Ability to lead & implement PS workloads or POCs
- Ensure continual knowledge management
Implementation Engineer
Implementation Engineer Duties and Responsibilities
- Understanding requirements from internal consumers about program functionality.
- Perform UAT tests on application with help of test cases and prepare documents for same and coordinate with team to resolve all issues within required timeframe and inform management of any delays.
- Collaborate with development team to design new programs for all client implementation activities and manage all communication with department to resolve all issues and assist implementation analyst to manage all production data.
- Perform research on all client issues and document all findings and implement all technical activities with help of JIRA.
- Assist internal teams to monitor all software implementation lifecycle and assist to track appropriate customization to all software for clients.
- Train technical staff on all OS and software issues and identify all issues in processes and provide solutions for same. Train other team members on processes, procedures, API functionality, and development specifications.
- Supervise/support crossed-functional teams to design, test and deploy to achieve on-time project completion.
- Implement, configure, and debug MySQL, JAVA, Redis, PHP, Node, ActiveMQ setups.
- Monitor and troubleshoot infrastructure utilizing SYSLOG, SNMP and other monitoring software.
- Install, configure, monitor and upgrade applications during installation/upgrade activities.
- Assisting team to identify network issue and help them with respective resolutions.
- Utilize JIRA for issue reporting, status, activity planning, tracking and updating project defects and tasks.
- Managing JIRA and tracking tickets to closure and follow-ups with team members.
- Troubleshoot software issues
- Provide on-call support as necessary
Implementation Engineer Requirements and Qualifications
- Bachelor’s degree in computer science, software engineering, or a related field
- Experience working with
- Linux & Windows Operating system
- Working on shell and bat scripts
- SIP/ISUP based solutions
- deploying / debugging Java, C++ based solutions.
- MySQL to install, backup, update and retrieve data
- Front-end or back-end software development for LINUX
- database management and security a plus
- Very good debugging and analytical skills
- Good Communication skills
- Cloud and virtualization-based technologies (Amazon Web Services (AWS), VMWare).
- Java Application Server Administration (Weblogic, WidlFfy, JBoss, Tomcat).
- Docker and Kubernetes (EKS)
- Linux/UNIX Administration (Amazon Linux and RedHat).
- Developing and supporting cloud infrastructure designs and implementations and guiding application development teams.
- Configuration Management tools (Chef or Puppet or ansible).
- Log aggregations tools such as Elastic and/or Splunk.
- Automate infrastructure and application deployment-related tasks using terraform.
- Automate repetitive tasks required to maintain a secure and up-to-date operational environment.
Responsibilities
- Build and support always-available private/public cloud-based software-as-a-service (SaaS) applications.
- Build AWS or other public cloud infrastructure using Terraform.
- Deploy and manage Kubernetes (EKS) based docker applications in AWS.
- Create custom OS images using Packer.
- Create and revise infrastructure and architectural designs and implementation plans and guide the implementation with operations.
- Liaison between application development, infrastructure support, and tools (IT Services) teams.
- Development and documentation of Chef recipes and/or ansible scripts. Support throughout the entire deployment lifecycle (development, quality assurance, and production).
- Help developers leverage infrastructure, application, and cloud platform features and functionality participate in code and design reviews, and support developers by building CI/CD pipelines using Bamboo, Jenkins, or Spinnaker.
- Create knowledge-sharing presentations and documentation to help developers and operations teams understand and leverage the system's capabilities.
- Learn on the job and explore new technologies with little supervision.
- Leverage scripting (BASH, Perl, Ruby, Python) to build required automation and tools on an ad-hoc basis.
Who we have in mind:
- Solid experience in building a solution on AWS or other public cloud services using Terraform.
- Excellent problem-solving skills with a desire to take on responsibility.
- Extensive knowledge in containerized application and deployment in Kubernetes
- Extensive knowledge of the Linux operating system, RHEL preferred.
- Proficiency with shell scripting.
- Experience with Java application servers.
- Experience with GiT and Subversion.
- Excellent written and verbal communication skills with the ability to communicate technical issues to non-technical and technical audiences.
- Experience working in a large-scale operational environment.
- Internet and operating system security fundamentals.
- Extensive knowledge of massively scalable systems. Linux operating system/application development desirable.
- Programming in scripting languages such as Python. Other object-oriented languages (C++, Java) are a plus.
- Experience with Configuration Management Automation tools (chef or puppet).
- Experience with virtualization, preferably on multiple hypervisors.
- BS/MS in Computer Science or equivalent experience.
- Excellent written and verbal skills.
Education or Equivalent Experience:
- Bachelor's degree or equivalent education in related fields
- Certificates of training in associated fields/equipment’s


Cloud native technologies - Kubernetes (EKS, GKE, AKS), AWS ECS, Helm, CircleCI, Harness, Severless platforms (AWS Fargate etc.)
Infrastructure as Code tools - Terraform, CloudFormation, Ansible
Scripting - Python, Bash
Desired Skills & Experience:
Projects/Internships with coding experience in either of Javascript, Python, Golang, Java etc.
Hands-on scripting and software development fluency in any programming language (Python, Go, Node, Ruby).
Basic understanding of Computer Science fundamentals - Networking, Web Architecture etc.
Infrastructure automation experience with knowledge of at least a few of these tools: Chef, Puppet, Ansible, CloudFormation, Terraform, Packer, Jenkins etc.
Bonus points if you have contributed to open source projects, participated in competitive coding platforms like Hackerearth, CodeForces, SPOJ etc.
You’re willing to learn various new technologies and concepts. The “cloud-native” field of software is evolving fast and you’ll need to quickly learn new technologies as required.
Communication: You like discussing a plan upfront, welcome collaboration, and are an excellent verbal and written communicator.
B.E/B.Tech/M.Tech or equivalent experience.
Searce is a niche’ Cloud Consulting business with futuristic tech DNA. We do new-age tech
to realise the “Next” in the “Now” for our Clients. We specialise in Cloud Data Engineering,
AI/Machine Learning and Advanced Cloud infra tech such as Anthos and Kubernetes. We
are one of the top & the fastest growing partners for Google Cloud and AWS globally with
over 2,500 clients successfully moved to cloud.
What we believe?
1. Best practices are overrated
○ Implementing best practices can only make one n ‘average’ .
2. Honesty and Transparency
○ We believe in naked truth. We do what we tell and tell what we do.
3. Client Partnership
○ Client - Vendor relationship: No. We partner with clients instead.
○ And our sales team comprises 100% of our clients.
How we work?
It’s all about being Happier first. And rest follows. Searce work culture is defined by
HAPPIER.
1. Humble: Happy people don’t carry ego around. We listen to understand; not to
respond.
2. Adaptable: We are comfortable with uncertainty. And we accept changes well. As
that’s what life's about.
3. Positive: We are super positive about work & life in general. We love to forget and
forgive. We don’t hold grudges. We don’t have time or adequate space for it.
4. Passionate: We are as passionate about the great street-food vendor across the
street as about Tesla’s new model and so on. Passion is what drives us to work and
makes us deliver the quality we deliver.
5. Innovative: Innovate or Die. We love to challenge the status quo.
6. Experimental: We encourage curiosity & making mistakes.
7. Responsible: Driven. Self motivated. Self governing teams. We own it.
Are you the one? Quick self-discovery test:
1. Love for cloud: When was the last time your dinner entailed an act on “How would
‘Jerry Seinfeld’ pitch Cloud platform & products to this prospect” and your friend did
the ‘Sheldon’ version of the same thing.
2. Passion for sales: When was the last time you went at a remote gas station while on
vacation, and ended up helping the gas station owner saasify his 7 gas stations
across other geographies.
3. Compassion for customers: You listen more than you speak. When you do speak,
people feel the need to listen.
4. Humor for life: When was the last time you told a concerned CEO, ‘If Elon Musk can
attempt to take humanity to Mars, why can’t we take your business to run on cloud ?
Your bucket of undertakings:
This position will be responsible to consult with clients and propose architectural solutions
to help move & improve infra from on-premise to cloud or help optimize cloud spend from
one public cloud to the other.
1. Be the first one to experiment on new age cloud offerings, help define the best
practise as a thought leader for cloud, automation & Dev-Ops, be a solution
visionary and technology expert across multiple channels.
2. Continually augment skills and learn new tech as the technology and client needs
evolve
3. Use your experience in Google cloud platform, AWS or Microsoft Azure to build
hybrid-cloud solutions for customers.
4. Provide leadership to project teams, and facilitate the definition of project
deliverables around core Cloud based technology and methods.
5. Define tracking mechanisms and ensure IT standards and methodology are met;
deliver quality results.
6. Participate in technical reviews of requirements, designs, code and other artifacts
7. Identify and keep abreast of new technical concepts in google cloud platform
8. Security, Risk and Compliance - Advise customers on best practices around access
management, network setup, regulatory compliance and related areas.
Accomplishment Set
● Passionate, persuasive, articulate Cloud professional capable of quickly establishing
interest and credibility
● Good business judgment, a comfortable, open communication style, and a
willingness and ability to work with customers and teams.
● Strong service attitude and a commitment to quality.
● Highly organised and efficient.
● Confident working with others to inspire a high-quality standard.
Education, Experience, etc.
1. Is Education overrated? Yes. We believe so. However there is no way to locate you
otherwise. So unfortunately we might have to look for a Bachelor's or Master's
degree in engineering from a reputed institute or you should be programming from
12. And the latter is better. We will find you faster if you specify the latter in some
manner. Not just degree, but we are not too thrilled by tech certifications too ... :)
2. To reiterate: Passion to tech-awesome, insatiable desire to learn the latest of the
new-age cloud tech, highly analytical aptitude and a strong ‘desire to deliver’ outlives
those fancy degrees!
3. 1 - 5 years of experience with at least 2 - 3 years of hands-on experience in Cloud
Computing (AWS/GCP/Azure) and IT operational experience in a global enterprise
environment.
4. Good analytical, communication, problem solving, and learning skills.
5. Knowledge on programming against cloud platforms such as Google Cloud Platf
MTX Group Inc. is seeking a motivated DevOps Engineer to join our team. MTX Group Inc is a global cloud implementation partner that enables organizations to become a fit enterprise through digital transformation and strategy. MTX is powered by the Maverick.io Artificial Intelligence platform and has a strong presence in the Public Sector providing proprietary designs and innovative concept accelerators around licensing and permitting, inspections, grants management, case management, and program management. MTX is a strategic partner with Salesforce with specialty expertise in Einstein Analytics, Mulesoft, Customer Community, Commerce Cloud, and Marketing Cloud. MTX is a Google Cloud partner helping accelerate digital transformation programs across federal, state, and local government agencies.
The DevOps role is responsible for maintaining infrastructure and both development and operational deployments in multiple cloud environments for MTX Group, Inc. and their clients. This role adheres to and promotes MTX Group, Inc’s company’s values by performing respective duties in a manner that supports and contributes to the achievement of MTX Group, Inc’s company’s goals.
Responsibilities:
- Develop and manage tools and services to be used by the organization and by external users of the platform
- Automate all operational and repetitive tasks to improve efficiency and productivity of all development teams
- Research and propose new solutions to improve the the mavQ platform in aspects of speed, scalability and security
- Automate and manage the cloud infrastructure of the organization distribute across the globe and across multiple cloud providers such as Google Cloud and AWS
- Ensure thorough logging, monitoring and alerting for all services and code running in the organization
- Work with development teams to communications and protocols for distributes microservices
- Help development teams debug devops related issues
- Manage CI/CD, Source Control and IAM for the organization
What you will bring:
- Bachelor’s Degree or equivalent
- 4+ years of experience as a DevOps Engineer OR
- 2+ years of experience as backend developer and 2+ years of experience as DevOps or Systems engineer
- Hands on experience with Docker and Kubernetes
- Thorough understanding of operating systems and networking
- Theoretical and practical understanding of Infrastructure-as-code and Platform-as-a-service concepts
- Ability to understand and work with any service, tool or API as needed
- Ability to understand implementation of open source products and modify them if necessary
- Ability to visualize large scale distributed systems and debug issues or make changes to said systems
- Understanding and practical experience in managing CI/CD
What we offer:
- A competitive salary on par with top market standards
- Group Medical Insurance (Family Floater Plan - Self + Spouse + 2 Dependent Children)
- Sum Insured: INR 5,00,000/-
- Maternity cover upto two children
- Inclusive of COVID-19 Coverage
- Cashless & Reimbursement facility
- Access to free online doctor consultation
- Personal Accident Policy (Disability Insurance) -
- Sum Insured: INR. 25,00,000/- Per Employee
- Accidental Death and Permanent Total Disability is covered up to 100% of Sum Insured
- Permanent Partial Disability is covered as per the scale of benefits decided by the Insurer
- Temporary Total Disability is covered
- An option of Paytm Food Wallet (up to Rs. 2500) as a tax saver benefit
- Monthly Internet Reimbursement of upto Rs. 1,000
- Opportunity to pursue Executive Programs/ courses at top universities globally
- Professional Development opportunities through various MTX sponsored certifications on multiple technology stacks including Salesforce, Google Cloud, Amazon & others
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