AWS Job Vacancies in Gurgaon

5-7 years of professional experience as a Python Developer. Strong understanding of core Python concepts, Cron, OOPs, and REST/GraphQL APIs. Hands-on experience with Apache Airflow for workflow orchestration. Good exposure to cloud technologies (AWS, GCP, or Azure). Familiarity with databases (SQL/NoSQL) and data processing frameworks. Strong analytical, problem-solving, and communication skills.

Looking for dot net core developer ecperinced in dot net, c sharp, microservices and aws

API Design and Development: Design, develop, and maintain scalable and secure RESTful and SOAP APIs. Develop and implement API standards, including security, authentication, anddata integrity. Create and manage API documentation to ensure clarity and ease of use forinternal and external developers.Integration and Data Management: Integrate APIs with internal systems, third-party services, and externalplatforms (e.g., payment gateways, accounting software). Work closely with business analysts and product managers to defineintegration requirements. Handle data parsing, transformation, and synchronisation across platforms.Performance and Security: Monitor and optimise API performance, ensuring low latency and highavailability. Implement security protocols, including OAuth, JWT, and API key-basedauthentication. Ensure compliance with industry standards and data protection regulations(e.g., GDPR).Testing and Debugging: Develop and execute unit, integration, and end-to-end tests for APIs. Debug and resolve issues related to API performance and connectivity. Set up automated monitoring and alerting for API failures and errors.Collaboration and Support: Work closely with front-end and back-end developers to align API functionalitywith application needs. Provide technical support and guidance to internal teams and externalpartners using the APIs. Continuously improve and refine existing APIs based on user feedback andperformance analysis.Skills and Experience:Essential: Proven experience in developing and managing RESTful and SOAP APIs. Strong programming skills in JavaScript, Python, Node.js, .NET, or Java. Experience with API management platforms (e.g., Postman, Swagger, Apigee). Knowledge of security best practices (e.g., OAuth 2.0, JWT). Understanding of data exchange formats like JSON, XML. Experience with cloud platforms (e.g., AWS, Azure, GCP). Strong understanding of version control systems (e.g., Git). Must have experience of developing a dedicated API's platform for third parties

Level of skills and experience:5 years of hands-on experience in using Python, Spark,Sql.Experienced in AWS Cloud usage and management.Experience with Databricks (Lakehouse, ML, Unity Catalog, MLflow).Experience using various ML models and frameworks such as XGBoost, Lightgbm, Torch.Experience with orchestrators such as Airflow and Kubeflow.Familiarity with containerization and orchestration technologies (e.g., Docker, Kubernetes).Fundamental understanding of Parquet, Delta Lake and other data file formats.Proficiency on an IaC tool such as Terraform, CDK or Cloud Formation.Strong written and verbal English communication skill and proficient in communication with non-technical stakeholderst

Contact No-9654993363Location- Gurugram ( candidate preference from Gurgaon location Only)PC/Laptop MandatoryNight Shift ( US Process)Process- Amazon Seller Central# Best Salary in the industry with very handsome incentive# 6 days working# TA+ Meal Allowance provided# Male & Female both can apply# Good Communication skills# Prefers Immediate JoinerSaturday/ Sunday- (WFH)Bonus Pay :-100% Attendance (Regular Attendance)Bonus Pay:- Punctuality (8 Hour Shift on Time )Basic Qualifications* Amazon Seller Central Expert (Dropshipping/FBA).Reconciliation and Closure of shipments on time* Take care of all your catalog needs and issues, from creating new listings, correcting variations to fixing stranded inventory * Lead on any compliance and performance notification to solve any issues that can compromise your account.* Proficient in Excel/Google Sheets (including vlookup, sumif, pivot table etc)* Work directly with Amazon to resolve issues and develop a plan of action as needed* Price updates where required (change in strategy / margin optimization)* Proficient in Excel/Google Sheets (including vlookup, sumif, pivot table)Able to work from home with their own work deviceandInternet

Detailed Job Description:We are looking for an Ataccama Admin to join our team and help us manage and maintain our Ataccama data quality and data governance platform. You will be responsible for installing, configuring, and maintaining Ataccama on AWS/Azure platform, as well as developing and implementing data quality rules and policies. You should have a deep understanding of Ataccama architecture and best practices, as well as experience in data management and data governance. Experience in administering Collibra and Immuta is preferred. You should also have experience in managing VMs and Windows and Linux based systems. Pharma experience is preferred.Essential Duties and Responsibilities: Install, configure, and maintain Ataccama Develop and implement data quality rules and policies Monitor and report on data quality metrics Troubleshoot and resolve Ataccama-related issues Stay up-to-date on the latest Ataccama features and best practices Work with cross-functional teams to implement data governance policies and procedures Manage and maintain VMs and Windows and Linux based systems Manage redundancy, backup and recovery plans and processes Strong AWS/Azure experienceQualifications: 4+ years of experience with Ataccama Experience in data management and data governance Experience in administering Collibra and Immuta is preferred Experience in managing VMs and Windows and Linux based systems Experience in Performance Tuning Pharma experience is preferred Strong analytical and problem-solving skills Excellent communication and teamwork skills

We are looking for a skilled DevOps Engineer with 4+ years of experience whois proficient in AWS ecosystem. The ideal candidate will be responsible for collaborating with softwaredevelopers, system operators, and other IT staff members to manageAvailability, Scalability and Security. This role requires a strong understanding of client-server/peer-to-peercommunication, development operations, cloud infrastructure management andautomation tools. Availability off the office hours when needed.Key Responsibilities: Design, implement, and manage continuous integration and deploymentpipelines. Collaborate with development and operations teams to streamline codedeployment processes. Monitor and optimise AWS infrastructure for performance, cost, and security. Implement and maintain automated monitoring and alerting systems. Troubleshoot and resolve issues related to infrastructure and applicationdeployment Ensure compliance with best practices for security, scalability, and reliability Stay current with industry trends and best practices in DevOps and cloudtechnologiesRequirementsMust have: Bachelors degree in Computer Science. 4+ years of experience in a DevOps role using AWS. Strong proficiency in AWS domains such as IAM, Compute, Storage, Scalabilityand Networking. Strong proficiency in Linux flavours, utilities and scripting. Strong problem-solving abilities and attention to detail. Excellent communication skills.Good to have: Hands-on in AWS Security, IPv6 and Python. Practical experience with AWS managed services like RDS, Elasticache, MSK. Good knowledge of networking, VPC, subnet, subnet masking, Elastic IPs,route tables, routing, access control list, NAT and port address translation. Experience with infrastructure as code tools such as Jenkins and Ansible. Familiarity with containerisation technologies such as Docker and orchestrationtools like Kubernetes.

Job Title: IT Sales ExecutiveLocation: Gurugram, Sector 65 (On-site, 5 days working)Compensation: Competitive salary, as per industry standardsNotice Period: Immediate to 15 daysCompany: NexionProJob Description:As an IT Sales Executive, you will be responsible for driving sales and generating new business opportunities for the company. You will work closely with B2B clients, manage cold calling efforts, and build relationships with key decision-makers and top management. The ideal candidate will have experience in AWS products and services, enabling them to effectively present and sell cloud solutions.Key Responsibilities:Lead generation and qualifying prospects for potential salesCold calling and managing inbound and outbound sales leadsBuilding strong relationships with B2B clients and decision-makers at the management levelUnderstanding client needs and presenting appropriate AWS-based solutions to meet business objectivesMaintaining accurate records of sales activities, pipelines, and client informationCollaborating with the team to meet and exceed sales targetsAchieving monthly and quarterly sales goalsSkills & Qualifications:Education: BE or BTech (must be a graduate in Engineering)Experience: 1-3 years of experience in IT sales, lead generation, and inside sales, with a specific focus on AWS products and servicesSkills: Excellent spoken English communication, persuasive and convincing skills, ability to interact with top managementClient Handling: Proven experience in handling B2B clients, preferably with top managementTechnical Knowledge: Solid understanding of AWS solutions and services (e.g., EC2, S3, Lambda, RDS, etc.)Location: On-site role, located in Gurugram, Sector 65Availability: Immediate to 15 days notice periodJob Type: Full-timePay: 20,000.00 - 40,000.00 per month

As an IT Sales Executive, you will be responsible for driving sales and generating new business opportunities for the company. You will work closely with B2B clients, manage cold calling efforts, and build relationships with key decision-makers and top management. The ideal candidate will have experience in AWS products and services, enabling them to effectively present and sell cloud solutions.Key Responsibilities:Lead generation and qualifying prospects for potential salesCold calling and managing inbound and outbound sales leadsBuilding strong relationships with B2B clients and decision-makers at the management levelUnderstanding client needs and presenting appropriate AWS-based solutions to meet business objectivesMaintaining accurate records of sales activities, pipelines, and client informationCollaborating with the team to meet and exceed sales targetsAchieving monthly and quarterly sales goalsSkills & Qualifications:Education: BE or BTech (must be a graduate in Engineering)Experience: 1-3 years of experience in IT sales, lead generation, and inside sales, with a specific focus on AWS products and servicesSkills: Excellent spoken English communication, persuasive and convincing skills, ability to interact with top managementClient Handling: Proven experience in handling B2B clients, preferably with top managementTechnical Knowledge: Solid understanding of AWS solutions and services (e.g., EC2, S3, Lambda, RDS, etc.)Location: On-site role, located in Gurugram, Sector 65Availability: Immediate to 10 days notice period

3+ years of experience with AWS services including SQS, S3, Step Functions, EFS, Lambda, and OpenSearch.Strong experience in API integrations, including experience working with large-scale API endpoints.Proficiency in PySpark for data processing and parallelism in large-scale ingestion pipelines.Experience with AWS OpenSearch APIs for managing search indices.Terraform expertise for automating and managing cloud infrastructure.Hands-on experience with AWS SageMaker, including working with machine learning models and endpoints.Strong understanding of data flow architectures, document stores, and journal-based systems.Experience in parallelizing data processing workflows to meet strict performance and SLA requirements.Familiarity with AWS tools like CloudWatch for monitoring pipeline performance.Additional Preferred Qualifications:Strong problem-solving and debugging skills in distributed systems.Prior experience in optimizing ingestion pipelines with a focus on cost-efficiency and scalability.Solid understanding of distributed data processing and workflow orchestration in AWS environments.Soft Skills:Strong communication and collaboration skills, with the ability to work effectively with cross-functional teams.Ability to work in a fast-paced environment and deliver high-quality results under tight deadlines.Analytical mindset, with a focus on performance optimization and continuous improvement.

1. 5+ years of demonstrated experience as a DevOps Engineer.2. Strong experience in version control tools like SVN and Git, GitHub, and TFS.3. Good Exposure to Agile development methodology in implementing continuous Integration methodologies like Bamboo and Jenkins [CI/CD].4. Experience designing and working with modern Continues integration and deployment solutions.5. Strong troubleshooting skills in complex Unix/Linux systems environments.6. Hands-on expertise in DevOps or CI/CD tools, like Bamboo, Jenkins, Maven, Git, etc.7. Experience with configuration management and automation tools such as Ansible.8. Demonstrated ability to write programs/scripts using Python/shell/Perl/PHP, etc.9. Proven experience in software build and delivery in Java, NodeJS, Angular and other software technologies.10. Experience with logging infrastructure and using tools such as Splunk, Logstash, or Kibana.11. Experience with networking load balancers such as Ngnix/Netscaler/HAProxy.12. Demonstrated ability to work on small, focused teams to complete critical milestones under pressure with tight deadlines independently driven, proactive, accountable, reliable, team player.13. Familiarity with system monitoring tools such as Nagios or Prometheus, Grafana14. Drive to take initiative and own issues.15. Experience with Testing Tools and method

Job Title: Sr. Backend DeveloperLocation: Gurgaon (Work from office)Experience: 5-8 yearsKey Responsibilities:Design, develop, and maintain high-quality software solutions using agile methodologies and best practices.Write clean, efficient, and well-documented code in languages such as Java, Python/PHP, and Node.js, with a strong focus on Database-MongoDB and SQL.Utilize frontend technologies such as HTML, CSS, jQuery, and JavaScript to create dynamic and interactive user interfaces.Design and develop RESTful APIs and microservices architectures to support scalable and modular applications.Stay updated with the latest industry trends, technologies, and best practices, and apply them to enhance product offerings.Participate in product planning, sprint reviews, and retrospectives to contribute to the continuous improvement of development processes.Unit-test code for robustness, including edge cases, usability, and general reliability.Identify and correct bottlenecks, work on bug fixing, and improving application performance.Continuously discover, evaluate, and implement new technologies to maximize development efficiency.Help maintain code quality, organization, and automation.Build and publish applications in app stores.Implement new technologies to maximize application performance.Ensure the performance, quality, and responsiveness of applications.Educational Background, Experience & Skills:Bachelors degree in computer science, Engineering, or a related field. A Master's degree is a plus.Minimum of 3 years of professional experience in software development, preferably in a startup or fast-paced environment.Proficiency in multiple programming languages such as Java, Python/PHP, and Node.js, with expertise in Database-MongoDB and SQL.Experience designing and building cloud-based applications using platforms like AWS, Azure, or Google Cloud Platform.Strong understanding of microservices architecture and RESTful API design principles.

#hiring #gurugram #gurgaon #aws #devops #leadengineerWe are looking for Lead AWS Cloud Engineer for our client at Gurugram (Gurgaon) Sector 51.Position Name: Lead AWS Cloud EngineerLocation: Gurgaon Sector 51Nature: Onsite (from Day1)No. of years of Experience: 4 to 5 yearsSkillset: AWS EC2, AWS LightSail, Lambda Services,Responsibilities:1. Maintain and enhance the functionality of applications deployed on AWS LightSail and Lambda Services.2 Perform routine maintenance and bug fixes as needed, Implement new features and enhancements as per requirements. Optimize functions and LightSail resources for costefficiency.3. Maintain and perform feature additions on the legacy version deployed on AWS.4. Ensure smooth operation of the legacy version on AWS EC2, implement new features or enhancements as required, Optimize AWS resources for cost efficiency.5. Manage the domains through GoDaddy, Google, etc.6. Manage and monitor the domain and ensure the domain remains active and up to date. Handle any domain-related issues or changes as needed.7. Monitor AWS costs for both accounts to optimize expenses and resource usage.8. Regularly review and analyse AWS cost reports for both accounts, identify opportunities for cost optimization and resource efficiency and provide recommendations on cost-saving measures and optimizations.9. Perform AWS security checks for both accounts to ensure data and infrastructure security.10. Perform and implement regular security assessments and features for both AWS accounts.11. Identification and remediation of any security vulnerabilities or risks.12. Ensure compliance with relevant security standards and best practices and provide recommendations and implementing of enhanced security measures on improving the security posture of both accounts.13. Maintain code versioning for both projects to ensure proper tracking of updates and changes.14. Deploy, maintain

JD:High proficiency and 6+ years of experience in analysis ,development and implementation of Documentum applications, ability to perform webtop customizations, configure and enhance existing systems and provide user support. Good working experience in DFC, DFS, Documentum Jobs, Security, Object Model, workflow, Lifecycle, BOF, DQL, iAPI, TBOs and SBOs Working Experience in technologies like Core Java, JSP, Servlets, Oracle DB, HTML5/CSS3, Web services, REST APIs, Junit and Github / GitLab. Expertise in Webtop 16.x, WDK customization, DFS and DFC Programming and good knowledge in the tools like ANT, MAVEN, Shell scripts, Eclipse and composer. Good knowledge on installation and configuration of Documentum suite of products. Understanding of Agile methodologies, DevOps and CI/CD pipelines. AZ-900 Microsoft Azure Fundamentals is beneficial. You hold a relevant bachelor degree or equivalent. You are a strong communicator, fluent in English, from making presentations to technical writing. Clear understanding on the SDLC process and should be flexible with the development and test activities within the teamFor More details Sivasakthi

DescriptionRequirements: Good knowledge of web 2.0 trends and development tools/technologies. Good understanding of fundamental design principles behind scalableapplications. Good understanding of OO principles, Algorithms, and Data Structures (and ORM). Good in Application Architecture and in relational database designing includingcaching systems. Excellent problem-solving, debugging, and troubleshooting skills [Client side, Serverside, Database]. Expert knowledge in Python/Django web application development. Proficiency in implementing and consuming web services (REST/SOAP/XML, etc.) Expert knowledge in at least MySQL or PostgreSQL. Experience with UI: HTML, CSS, Responsiveness. Expert-level skills in one or more of Core JavaScript/JSON/jQuery. Expert-level skills in ReactJS with Redux. Experience in working with GIT, SVN, or similar SCM tools. Experience working using CLI in Unix/Linux server environments. Experience with implementing Single Page Applications. Experience with TDD, unit testing frameworks, and debugging tools. Experience with AWS services setup and usage. Experience with NoSQL, MongoDB, Memcache, Redis, etc. Experience with Apache/Nginx/MySQL advanced setup/monitoring/troubleshooting.ExpertisePython - 3 yearsMySQL - 3 yearsReact.Js - 2 yearsAWS - 2 yearsAlgorithm Development - 2 years

React JS Lead:React Lead - ReactJS, Typescript/Javascript with AWS experienceExp: 6+Np: 30days / ImmediateLocation: AnywhereCTC: Max 20 LPA

Mastek is an enterprise digital & cloud transformation specialist that engineers excellence for customers across 40 countries, including the UK, Europe, US, Middle East, Asia Pacific and India. We help enterprises navigate the digital landscape and stay competitive by unlocking the power of data, modernising applications and accelerating digital advantage for our customers.ITS WORK FROM HOME TILL 1 YEAR AND THERE WORK FROM OFFICE JD :Python as primary skills- Experience in providing optimised solutions and code reviews- Expertise in at least one popular Python framework (like FastAPI, OpenAPI, Django, Flask or Pyramid)- Knowledge of object-relational mapping (ORM)- Knowledge of Unit testing framework like Pytest- Knowledge of AWS services like Lambda, DynamoDB, Cloudfront, EC2, ECS, RDS etc- Knowledge of creating RESTful webservices using python in AWS Lambda- Expertise in version control system like GitKnowledge of SQL database

Job Position (Title):- Architect Java AWS with Manhattan WMS / WMOSExperience:- Required 10 years + Job Type:- Fulltime Location:- Gurugram / Hyderabad / Pune / Noida Skills:- Manhattan WMS / WMOS, Java 1.8, Spring Boot, Microservices,AWS Services (S3, SQS, SNS, Lambda, DynamoDB), JUnit, Job Responsibility:- Design, develop, implement, and document test changes in microservices-based applications. Initiate design reviews for new applications while adhering to the software development standards. Perform cross-functional training and facilitate information sharing among the team members. Recommend new software development technologies and development processes. Perform unit testing on all application functionalities along with supporting integration and load testing activities. Collaborate with the team members to ensure that the deliverables are on schedule. Participate in requirement gathering and functional specification activities. Assist System Analysts in translating business requirements and functional designs into technical designs. Resolve and mitigate production application issues.Desired Skills Set Must have 8 + years of experience in Core Java, Java 8, Multithreading, Collections, Memory management Must have Lead experience of 2 years minimum for Architect Role. Manhattan WMS / WMOS Experience is required. Experience in building RESTful microservices. Need to be flexible to work a few hours of overlap with Onshore team at US. Sound knowledge and experience of AWS-based microservices and NoSQL, along with AWS services like EC2, Lambda, S3, SQS, SNS, Dynamo, and Gradle, Terraform. Experience in writing unit tests (Junit, Mockito) and integration tests (Rest Assured, Wiremock). Experience in automated functional testing using tools like Cucumber. Good knowledge of building CI/CD pipeline using Jenkins. Well-versed with the Agile methodology. Excellent verbal and written communication and collaboration skills.

Qualifications/Experience: BTech (Comp Science)/BCAMTech (Comp Science)/MCAExperience: - Minimum of 7 Years of .Net framework, AP.Net, MVC, WebformsMust have DevOps experience including CI/CD pipelines.Clear understand of web development life cycle.Understand of server side and client-side conceptsExperience working in an Agile software development environment.Strong JavaScript experience including Bootstrap, HTML, and CSSIn-depth knowledge of SQL Server databasesExperience with test automation software (xUnit / NUnit / MSTest)Hands on object orientated programming knowledge and knowledge of software architectural patterns.Good understanding of SOLID development principlesGood understanding of cloud-based architectureTrack record of successful software deliveryExcellent English communication skillsJob responsibilitiesHands on experience with as many as possible of the following: ASP.NET, ASP.NET Core, C#, CSS, AWS cloud and associated technologies, Web and Micro services architecture, MSMQ, single sign-on design and implementation, object-oriented design patterns, RestFul API's and Webhooks, SQL Server Experience of working in a DevOps environment supporting and contributing to agile software delivery essentialMust be able to work with GIT and MsAzure DevopsExposure to financial modelling, if possibleParticipate in peer code review, identify technical impacts, carry out debugging, enhance system performance, deliver clean and efficient code.Database knowledge including optimizing stored procedure and understand Query Execution PlanAble to translate end user/stakeholder requirements into detailed technical/architectural specifications when appropriate and turn it into robust solutions.Strong experience of technical and architectural design with large-scale web applications.In-depth understanding of non-functional requirements such as security and scalability.Proven ability to collaborate successfully with client and 3rd party technical teams.Additional responsibilities of the roleDesigning and developing applications in close consultation with SME's, BSA's, and clientsProviding guidance and take the ownership on the overall technical architecture of the team's solutions, design decisions and principlesKeeping abreast of the latest tools, techniques and best practice in software engineering and helping the team adopt best practice as appropriateHave a thirst to try and test latest technologiesProducing functional, technical and design documentation where necessary including the ownership of technical design and architectureAbout youInitiate with a 'can do' approachCan deliver independentlyMotivated self-starter, able to demonstrate genuine passion and driveStrong communication and interpersonal skillsAbility to prioritise and juggle conflicting demandsCan work and deliver under pressureHas the ambition to grow with the fintech organisationConsideration of internal and external constraints on projectsConsideration of future requirementsPlease Share your CV9315507817Capitalplacement04@gmail.com

Job Profile: AI Developer (Remote)Experience: Minimum 2 yearPreferred Education**: Graduates from IIT or equivalent premier institutionsAbout the Role:We are in search of a couple of top-notch AI developers to join our team remotely. The role isideal for someone passionate about building innovative AI-based applications and contributingto cutting-edge technology solutions. The candidate should have a strong background in AI,machine learning, and deep learning, with hands-on experience in building and deploying AImodels.Key Responsibilities:1. Develop, implement, and maintain advanced AI algorithms and models.2. Collaborate with cross-functional teams to integrate AI solutions into our application.3. Optimize and fine-tune models for performance, scalability, and efficiency.4. Continuously research and stay updated with the latest advancements in AI/ML technologies.5. Write clean, maintainable, and efficient code.6. Troubleshoot and debug AI models and systems.7. Participate in peer reviews and contribute to team knowledge sharing.Required Skills:- Strong proficiency in programming languages such as Python, R, or Java.- Hands-on experience with AI/ML libraries and frameworks like TensorFlow, PyTorch, Keras, orScikit-learn.- Solid understanding of machine learning algorithms, deep learning techniques, and naturallanguage processing.- Knowledge of cloud platforms such as AWS, GCP, or Azure for AI model deployment.- Experience with data preprocessing, feature engineering, and model evaluation metrics.- Strong problem-solving skills and the ability to work independently in a remote setup.- Excellent communication and teamwork skills.Preferred Qualifications:- A degree from IIT or equivalent premier institutions- Experience in developing AI-driven applications, with at least one year of hands-onexperience.- Previous exposure to projects related to AI-based apps, computer vision, NLP, or similar fields

Job DescriptionLooking for a Senior Backend Developer who will be working on designing API& WebSocket Server applications, React applications. You will be working in anenergetic and highly creative environment along with a group of highly talented,passionate, and successful individuals. Specific responsibilities include:- Create React applications for internal tools- Integrate React applications with backend API and web socket services.- Create Node.JS Express APIs and WebSocket system for HTML5 games.- Participate in strategy, architecture, and design sessions to generateideas for improving the gaming experience for our user baseRequirements- Organizational skills and Analytical Mind- Proven experience as a Full Stack Developer or Backend developer role.- knowledge of HTML 5, CSS- Knowledge of AWS, Git, Redis- Strong knowledge of Node.JS, Express, Socket.io React, JavaScript, andC++- Strong understanding and working experience in Object Oriented languages- Experience with developing gaming applications a plus- Basic understanding on Android and iOS development environments- Desire to work in a creative and innovative environment- Desire to build, lead and manage the technical teams- Experience with payment applications required

Experience with the full SDLC Strong technical skills and the desire to be hands on, at least in the short to medium term Ability to coach and lead other developers Strong product mindset Comfortable with fast-paced, low-certainty environments Interest in the healthcare industryTechnical skills : the ideal candidate will have some experience with most the following Public clouds (e.g. GCP, AWS, Azure), infrastructure-as-code Full technology stack (relational and non-relational databases, back-end, front-end) Automated testing and QA Standard devops practices (CI/CD, monitoring, operations)