233 Logstash Jobs - Page 10

We're hiring a Senior Backend Python Developer (7+ yrs )to build scalable, AI-powered systems using Django/Flask/FastAPI, GCP, Kubernetes & GraphQL. Design APIs, drive architecture, mentor teams & integrate ML for high-performance platforms.

Join us and be a part of this journey as we write customer success stories about these products. WHAT YOU DO Interface with business customers, gathering and understanding requirements. Interface with customer and Genesys data science teams in discovery, extraction, loading, data transformation, and analysis of results. Define and utilize data intuition process to cleanse and verify the integrity of customer & Genesys data to be used for analysis. Implement, own, and improve data pipelines using best practices in data modeling, ETL/ELT processes. Build, improve, and provide ongoing optimization of high-quality models. Work with PS & Engineering to deliver specific customer requirements and report back customer feedback, issues, and feature requests. Continuous improvement in reporting, analysis, and overall process. Visualize, present, and demonstrate findings as required. Perform knowledge transfer to customer and internal teams. Communicate within the global community respecting cultural, language, and time zone variations. Demonstrate flexibility to adjust working hours to match customer and team interactions. ABOUT YOU Bachelors / Masters degree in quantitative field (e.g., Computer Science, Statistics, Engineering) 5+ years of relevant experience in Data Science or Data Engineering 5+ years of hands-on experience in Elasticsearch, Kibana, and real-time analytics solution development Hands-on application development experience in AWS/Azure and experience in Snowflake, Tableau, or Power BI Expertise with major statistical & analytical software like Python, R, SAS Good working knowledge on any programming language like Java, NodeJS. Application development background of using any contact center product suites such as Genesys, Avaya, Cisco etc. is an added advantage Expertise with data modeling, data warehousing, and ETL/ELT development Expertise with database solutions such as SQL, MongoDB, Redshift, Hadoop, Hive Proficiency with REST API, JSON, AWS Experience in working and delivering projects independently. Ability to multi-task and context switch between projects and tasks Curiosity, passion, and drive for data queries, analysis, quality, and models Excellent communication, initiative, and coordination skills with great attention to detail. Ability to explain and discuss complex topics with both experts and business leaders.

Project Role : Software Development Lead Project Role Description : Develop and configure software systems either end-to-end or for a specific stage of product lifecycle. Apply knowledge of technologies, applications, methodologies, processes and tools to support a client, project or entity. Must have skills : Splunk Good to have skills : NA Minimum 2 year(s) of experience is required Educational Qualification : 15 years full time education Please refer below details for Position Name - SPLUNK/ELK Developer – Professional & Technical Skills: Must Have Skills:Proficiency in Splunk & ELK Administration and Development Must Have Skills:Hands on Experience with ELK Stack components (Elasticsearch, Logstash, Kibana) and their seamless integration Log management:Utilize the ELK stack to collect, process and analyze log data ,ensuring efficient log management and searchability Familiarity with Kibana dashboard creation, Health checks ,Linux system administration, Shell scripting and any one cloud platform Develop fields extraction, lookups, and data transformations to ensure accurate and meaningful data analysis Creating dashboards, alerts, saved searches, lookups, macros, field extractions, field transformations, tags, event types. Experience in architecting and administering Splunk distributed environments with components like Universal/Heavy Forwarders, Indexers, Cluster Masters, Deployment Servers , Search Head, License Master and Search Head Cluster. Manage and edit various .conf files such as index.conf, input.conf, output.conf, props.conf, transform.conf, server.conf Experience on log parsing, complex Splunk searches, external table lookup Create and manage KPIs, Glass Tables, and Service Health Scores to provide real-time visibility into IT operations Installed, configured, and maintained Splunk, Splunk Add Ons and Apps Solid grasp of data munging techniques, including data cleaning, transformation, and normalization to ensure data quality and integrity. Additional Information: The candidate should have a minimum of 2 years of experience in Splunk. This position is based at our Pune office. A 15 years full time education is required. Qualifications 15 years full time education

Optum is a global organization that delivers care, aided by technology to help millions of people live healthier lives. The work you do with our team will directly improve health outcomes by connecting people with the care, pharmacy benefits, data and resources they need to feel their best. Here, you will find a culture guided by diversity and inclusion, talented peers, comprehensive benefits and career development opportunities. Come make an impact on the communities we serve as you help us advance health equity on a global scale. Join us to start Caring. Connecting. Growing together. We are seeking a talented Solutions Architect with a keen interest in Amazon Connect-based contact center solutions and telephony. The ideal candidate will have foundational knowledge in contact center technologies and a solid desire to learn and grow alongside industry experts. This role offers the opportunity to work on cutting-edge projects involving AI, GenAI, and cloud-based platforms Primary Responsibilities: Solution Design Support Assist in designing and developing Amazon Connect-based contact center solutions Contribute to focus areas such as Product Development, Data & Analytics, Routing, Desktop/CTI, WFM/WFO, and SBC/Telephony Participate in integrating AI and GenAI technologies into contact center solutions Technical Contribution Work hands-on to create accelerators and tools that enhance the productivity of engineering and delivery teams Support the collection of requirements and assist in converting them into technical specifications in collaboration with engineering and delivery teams Problem Solving & Support Help address production and non-production issues by providing timely support and solutions Participate in the end-to-end process from feature grooming to Day 2 support Collaboration & Communication Collaborate with cross-functional teams to understand project requirements and deliverables Clearly articulate ideas and technical concepts in both written and verbal formats Utilize design tools like Draw.io, PlantUML, Mermaid, PowerPoint, Miro, and Figma to create documentation and diagrams Learning & Development Develop a deep understanding of application, technology, and data architecture principles Acquire knowledge of protocol stacks and data entities relevant to contact center technologies Stay updated with industry standards and technologies from vendors like Amazon, Google, Microsoft, Oracle, etc. Comply with the terms and conditions of the employment contract, company policies and procedures, and any and all directives (such as, but not limited to, transfer and/or re-assignment to different work locations, change in teams and/or work shifts, policies in regards to flexibility of work benefits and/or work environment, alternative work arrangements, and other decisions that may arise due to the changing business environment). The Company may adopt, vary or rescind these policies and directives in its absolute discretion and without any limitation (implied or otherwise) on its ability to do so Required Qualifications: Completion of Graduate degree Hands-on experience with Cloud native tech stack: Experience working with diverse technologies: Java, Public Cloud (Azure), Cloud (Docker, Microservices/SpringBoot), RDBMS (MySQL) + nosql (Cassandra, MongoDB, Elastic), APIs (REST, Graph QL), API gateways (Kong etc.), Data Streaming (Kafka), Visualization (Grafana, Kibana), ELK stack (Elastic, Logstash, and Kibana); API Gateway, Gen AI, AI/ML Experience in solution architecture with a focus on contact center technologies and telephony systems. This could include experience as full stack engineer in the mentioned platforms Experience with design and documentation tools such as Draw.io, PlantUML, Mermaid, PowerPoint, Word, Excel, Miro, and Figma Basic understanding of application development and architecture principles Proven solid communication and interpersonal skills Proven ability to articulate thoughts clearly and effectively in written and verbal communication Proven eagerness to learn and adapt to new technologies and methodologies Proven analytical mindset with problem-solving abilities Preferred Qualifications: Certifications such as AWS Certified Cloud Practitioner or AWS Certified Developer - Associate Experience with agile development processes and collaboration tools Exposure to AI and GenAI technologies Knowledge of cloud platforms (AWS, Azure, Google Cloud) and basic AI concepts Familiarity with agile methodologies and DevOps practices At UnitedHealth Group, our mission is to help people live healthier lives and make the health system work better for everyone. We believe everyone-of every race, gender, sexuality, age, location and income-deserves the opportunity to live their healthiest life. Today, however, there are still far too many barriers to good health which are disproportionately experienced by people of color, historically marginalized groups and those with lower incomes. We are committed to mitigating our impact on the environment and enabling and delivering equitable care that addresses health disparities and improves health outcomes - an enterprise priority reflected in our mission.

Skills: Elasticsearch, Talend, Grafana Responsibilities: Build dashboards, manage clusters, optimize performance Tech: API, Python, cloud platforms (AWS, Azure, GCP) Preference: Immediate joiners Contact: 6383826448 || jensyofficial23@gmail.com

Skills Go, Kafka, RestAssured, REST Web Services, NoSQL ELK Stack (Elastic Search, Logstash, Kibana) Git (GitHub, GitLab, BitBucket, SVN) Postgres / Postgresql Couchbase, Jenkins, Docker, Kubernetes Details Key Responsibilities: Responsible for designing system solutions, developing custom applications, and modifying existing applications to meet distinct and changing business requirements. Handle coding, debugging, and documentation, as well working closely with SRE team. Provide post implementation and ongoing production support Develop and design software applications, translating user needs into system architecture.Assess and validate application performance and integration of component systems and provide process flow diagrams. Test the engineering resilience of software and automation tools. You will be challenged with identifying innovative ideas and proof of concept to deliver against the existing and future needs of our customers. Software Engineers who join our Loyalty Technology team will be assigned to one of several exciting teams that are developing a new, nimble, and modern loyalty platform which will support the key element of connecting with our customers where they are and how they choose to interact with American Express. Be part of an enthusiastic, high performing technology team developing solutions to drive engagement and loyalty within our existing cardmember base and attract new customers to the Amex brand. The position will also play a critical role partnering with other development teams, testing and quality, and production support, to meet implementation dates and allow smooth transition throughout the development life-cycle. The successful candidate will be focused on building and executing against a strategy and roadmap focused on moving from monolithic, tightly coupled, batch-based legacy platforms to a loosely coupled, event-driven, microservices-based architecture to meet our long-term business goals. Minimum Qualifications: Position requires a Bachelors degree in Computer Science, Engineering, or a related field followed by 6+ years of experience in a modern development stack Golang, Kafka, REST API Experience in application design, software development, and testing in an Agile environment. Experience with relational and NoSQL databases, including ElasticSearch, PostgreSQL, Couchbase, or Cassandra. Experience designing and developing REST APIs for high volume clients. Experience with continuous integration tools (Jenkins, Github). Experience with automated build and test frameworks a plus. Experience in American Express Technologies is highly desired. A proven hunger to learn new technologies and translate them into working software. Experience with container and container orchestration technologies, such as Docker and Kubernetes. Experience with Atlassian software development and collaboration tools (JIRA, Confluence, etc.). Strong ability to develop unique, outside the box ideas Strong analytical, problem-solving/quantitative skills Willing to take risks, experiment, and share fresh perspectives Aptitude for learning and applying programming concepts. Ability to effectively communicate with internal and external business partners. Preferred Additional: Knowledge of Loyalty/Rewards and Credit card industry Experience with coding skills across a variety of distributed technologies Experience with open-source frameworks is a plus especially maintaining or contributing to open source projects! Experience with a broad range of software languages and payments technologies

Who We Are At Kyndryl, we design, build, manage and modernize the mission-critical technology systems that the world depends on every day. So why work at Kyndryl? We are always moving forward – always pushing ourselves to go further in our efforts to build a more equitable, inclusive world for our employees, our customers and our communities. The Role Job Description : As ELK architect (Elasticsearch, Logstash, and Kibana), you will be responsible for designing and implementing the data architecture and infrastructure for data analytics, log management, and visualization solutions using the ELK stack. You will collaborate with cross-functional teams, including data engineers, developers, system administrators, and stakeholders, to define data requirements, design data models, and ensure efficient data processing, storage, and retrieval. Your expertise in ELK and data architecture will be instrumental in building scalable and performant data solutions. Responsibilities: 1. Data Architecture Design : Collaborate with stakeholders to understand business requirements and define the data architecture strategy for ELK-based solutions. Design scalable and robust data models, data flows, and data integration patterns. 2. ELK Stack Implementation : Lead the implementation and configuration of ELK stack infrastructure to support data ingestion, processing, indexing, and visualization. Ensure high availability, fault tolerance, and optimal performance of the ELK environment. 3. Data Ingestion and Integration : Design and implement efficient data ingestion pipelines using Logstash or other relevant technologies. Integrate data from various sources, such as databases, APIs, logs, AppDynamics, storage and streaming platforms, into ELK for real-time and batch processing. 4. Data Modeling and Indexing : Design and optimize Elasticsearch indices and mappings to enable fast and accurate search and analysis. Define index templates, shard configurations, and document structures to ensure efficient storage and retrieval of data. 5. Data Visualization and Reporting : Collaborate with stakeholders to understand data visualization and reporting requirements. Utilize Kibana to design and develop visually appealing and interactive dashboards, reports, and visualizations that enable data-driven decision-making. 6. Performance Optimization : Analyze and optimize the performance of data processing and retrieval in ELK. Tune Elasticsearch settings, queries, and aggregations to improve search speed and response time. Optimize data storage, caching, and memory management. 7. Data Security and Compliance : Implement security measures and access controls to protect sensitive data stored in ELK. Ensure compliance with data privacy regulations and industry standards by implementing appropriate encryption, access controls, and auditing mechanisms. 8. Documentation and Collaboration : Create and maintain documentation of data models, data flows, system configurations, and best practices. Collaborate with cross-functional teams, providing guidance and support on data architecture and ELK-related topics Who You Are Candidate should have minimum 8+ years of experience. Apply Architectural Methods. Design Information System Architecture. Lead Systems Engineering Management. AD & AI leadership . Being You Diversity is a whole lot more than what we look like or where we come from, it’s how we think and who we are. We welcome people of all cultures, backgrounds, and experiences. But we’re not doing it single-handily: Our Kyndryl Inclusion Networks are only one of many ways we create a workplace where all Kyndryls can find and provide support and advice. This dedication to welcoming everyone into our company means that Kyndryl gives you – and everyone next to you – the ability to bring your whole self to work, individually and collectively, and support the activation of our equitable culture. That’s the Kyndryl Way. What You Can Expect With state-of-the-art resources and Fortune 100 clients, every day is an opportunity to innovate, build new capabilities, new relationships, new processes, and new value. Kyndryl cares about your well-being and prides itself on offering benefits that give you choice, reflect the diversity of our employees and support you and your family through the moments that matter – wherever you are in your life journey. Our employee learning programs give you access to the best learning in the industry to receive certifications, including Microsoft, Google, Amazon, Skillsoft, and many more. Through our company-wide volunteering and giving platform, you can donate, start fundraisers, volunteer, and search over 2 million non-profit organizations. At Kyndryl, we invest heavily in you, we want you to succeed so that together, we will all succeed. Get Referred! If you know someone that works at Kyndryl, when asked ‘How Did You Hear About Us’ during the application process, select ‘Employee Referral’ and enter your contact's Kyndryl email address.

Job Description Success in the role requires agility and results orientation, strategic and innovative thinking, a proven track record of delivering new customer-facing software products at scale, rigorous analytical skills, and a passion for automation and data-driven approaches to solving problems. Director Of ECommerce Engineering - Responsibilities Leadership and DeliveryOversee and lead the engineering project delivery for the ECommerce Global Multi-Tenant Platform, ensuring high availability, scalability, and performance to support global business operations.Define and execute the engineering strategy, aligning with the company’s business goals and long-term vision for omnichannel retail.Ensure high-quality deliverables by establishing robust processes for code reviews, testing, and deployment. Cross-Functional CollaborationActively collaborate with Product Management, Business Stakeholders, and other Engineering Teams to define project requirements and deliver customer-centric solutions.Serve as a key point of contact for resolving technical challenges and ensuring alignment between business needs and technical capabilities.Promote seamless communication between teams to deliver cross-functional initiatives on time and within budget. Talent Acquisition and DevelopmentBuild a strong and diverse engineering team by attracting, recruiting, and retaining top talent.Design and implement a robust onboarding program to ensure new hires are set up for success.Coach team members to enhance technical expertise, problem-solving skills, and leadership abilities, fostering a culture of continuous learning and improvement.Maintain a strong pipeline of talent by building relationships with local universities, engineering communities, and industry professionals. Performance ManagementDefine clear, measurable goals for individual contributors and teams, ensuring alignment with broader organizational objectives.Conduct regular one-on-one meetings to provide personalized feedback, career guidance, and development opportunities.Manage performance reviews and recognize high-performing individuals, while providing coaching and support to those needing improvement.Foster a culture of accountability, where team members take ownership of their work and deliver results. Technology LeadershipChampion the adoption of best practices in software engineering, including agile methodologies, DevOps, and automation.Facilitate and encourage knowledge sharing and expertise in critical technologies, such as cloud computing, microservices, and AI/ML.Evaluate and introduce emerging technologies that align with business goals, driving innovation and competitive advantage. Continuous Education and Domain ExpertiseDevelop and execute a continuous education program to upskill team members on both key technologies and the Williams-Sonoma business domain.Organize training sessions, workshops, and certifications to keep the team updated on the latest industry trends.Encourage team members to actively participate in tech conferences, hackathons, and seminars to broaden their knowledge and network. Resource Planning and ExecutionAccurately estimate development efforts for projects, taking into account complexity, risks, and resource availability.Develop and implement project plans, timelines, and budgets to deliver initiatives on schedule.Oversee system rollouts and implementation efforts, ensuring smooth transitions and minimal disruptions to business operations.Optimize resource allocation to maximize team productivity and ensure proper workload distribution. Organizational ImprovementChampion initiatives to improve the engineering organization’s culture, focusing on collaboration, transparency, and inclusivity.Continuously evaluate and refine engineering processes to increase efficiency and reduce bottlenecks.Promote team well-being by fostering a positive and supportive work environment where engineers feel valued and motivated.Lead efforts to make the organization a "Great Place to Work", including regular engagement activities, mentorship programs, and open communication. System Understanding and Technical OversightDevelop a deep understanding of critical systems and processes, including platform architecture, APIs, data pipelines, and DevOps practices.Provide technical guidance to the team, addressing complex challenges and ensuring alignment with architectural best practices.Partner with senior leaders to align technology decisions with business priorities and future-proof the company’s systems. Innovation and TransformationPlay a pivotal role in transforming Williams-Sonoma into a leading technology organization by implementing cutting-edge solutions in eCommerce, Platform Engineering, AI, ML, and Data Science.Drive the future of omnichannel retail by conceptualizing and delivering innovative products and features that enhance customer experiences.Actively represent the organization in the technology community, building a strong presence through speaking engagements, partnerships, and contributions to open-source projects.Identify opportunities for process automation and optimization to improve operational efficiency. Additional ResponsibilitiesBe adaptable to perform other duties as required, addressing unforeseen challenges and contributing to organizational goals.Stay updated on industry trends and competitive landscapes to ensure the company remains ahead of the curve. Criteria Experience and Expertise Extensive Industry Experience12+ years of experience in developing and delivering eCommerce mobile applications and retail store solutions with multiple concurrent tracks of development and operations.Proven success in leading initiatives that drive business outcomes, scalability, and innovation in eCommerce platforms.Leadership and Team Management5+ years of experience in building and managing medium-scale teams (10–20 team members) of engineers, technical leads, and managers.Demonstrated ability to optimize team performance, foster a culture of collaboration, and implement career development initiatives.Project Lifecycle ManagementSkilled in managing projects through the entire lifecycle, from concept and design to development, testing, deployment, and maintenance.Adept at balancing technical, business, and resource constraints to deliver high-quality outcomes. Technical And Professional Skills Project and Technical LeadershipStrong project management skills with the ability to lead and mentor technical professionals.Proven experience in scoping, prioritizing, and delivering projects on time, within budget, and aligned with business objectives.Analytical and Decision-Making SkillsAbility to systematically gather and analyze relevant data from diverse sources to address complex issues.Skilled in making prompt, insightful decisions under pressure and in ambiguous situations. Interpersonal And Communication Skills Business Relationships and Conflict ManagementDemonstrated ability to build trust-based business relationships across teams and external stakeholders.Proven capability to anticipate, mitigate, and resolve conflicts across workgroups to maintain team cohesion and productivity.Communication ExcellenceStrong verbal and written communication skills, with the ability to articulate complex ideas effectively to technical and non-technical audiences.Experienced in delivering engaging presentations to different audiences, including senior leadership and external partners.Interpersonal EffectivenessExceptional interpersonal skills, including team collaboration, negotiation, and mentorship.A team player who values diverse perspectives, respects all individuals regardless of seniority, and actively contributes to team success. Operational And Organizational Skills Execution and Results OrientationProven track record in developing and executing detailed plans, managing budgets, and delivering results under tight deadlines.Demonstrated ability to handle complex, fast-paced projects with competing priorities.Vendor and Stakeholder ManagementSkilled in negotiating and managing vendor relationships, contracts, and service-level agreements (SLAs).Self-Motivation and IndependenceSelf-driven with the ability to work independently, take initiative, and proactively solve problems.Comfortable operating in ambiguous environments, making calculated decisions, and managing risks effectively.Educational QualificationBachelor’s degree in Computer Science, Engineering, or a related field. Equivalent work experience will also be considered. Core Technical Criteria Backend Expertise (Java)Strong Java Knowledge:Expertise in Java frameworks such as Spring & Spring BootIn-depth understanding of RESTful API design, implementation, and optimization.Knowledge of microservices architecture and tools like Kubernetes, Docker, and API Gateway.Scalability and Performance:Experience in building scalable, high-performance backend systems to handle high traffic.Proficiency in tuning Java Virtual Machine (JVM) for optimal performance.Database Management:Hands-on experience with relational databases like Oracle, MySQL, PostgreSQL, and NoSQL databases like MongoDB, Cassandra, or Redis.Ability to optimize database queries and manage large datasets effectively. Frontend Expertise (Vue.js)Proficiency in Vue.js:Deep understanding of Vue.js components, Vuex (state management), Vue Router, and the ecosystem.Ability to optimize frontend code for performance, SEO, and user experience.Modern Web Development:Familiarity with JavaScript (ES6+), TypeScript, and tools like Webpack, Vite, or Rollup.Hands-on experience in responsive design, cross-browser compatibility, and progressive web apps (PWAs). Full Stack KnowledgeUnderstanding of frontend-backend communication patterns, including REST APIs, WebSockets, and GraphQL.Ability to troubleshoot and resolve issues across the stack (frontend, backend, and database). Platform and Infrastructure Expertise Cloud and DevOpsProficiency in cloud platforms like AWS, Google Cloud Platform (GCP), or Azure.Experience with CI/CD pipelines using Jenkins, GitLab CI/CD, or equivalent tools.Familiarity with containerization (Docker) and orchestration tools like Kubernetes.Experience in implementing scalable, fault-tolerant architectures in a cloud environment. Security and ComplianceIn-depth knowledge of eCommerce security standards, including PCI DSS compliance for payment processing.Experience in implementing security best practices, such as authentication (OAuth2, SSO), encryption, and secure API design. Observability and MonitoringKnowledge of logging and monitoring tools like ELK Stack (Elasticsearch, Logstash, Kibana), Prometheus, Grafana, and Datadog.Experience in implementing robust error tracking and alerting mechanisms. Architectural Expertise System Design and ArchitectureProven experience in designing and delivering eCommerce platforms that are scalable, reliable, and fault-tolerant.Knowledge of event-driven architectures using Kafka, RabbitMQ, or similar tools.Expertise in load balancing, caching strategies (e.g., CDN, Redis, Memcached), and database partitioning. API ManagementExperience designing and implementing secure, versioned, and scalable APIs for both internal and external integrations.Knowledge of API Gateway technologies and API rate-limiting strategies. Leadership and Team Management Technical LeadershipAbility to guide the team in code reviews, setting coding standards, and adopting best practices in Java and Vue.js development.Hands-on experience in mentoring and growing engineering talent, specifically for eCommerce-focused teams. Collaboration with Product and UXAbility to collaborate with Product Managers and UX/UI Designers to align technical implementation with business goals and user experience.Experience in leading discussions on frontend performance optimization, UX responsiveness, and accessibility (WCAG standards). Emerging Technologies and Trends AI/ML and PersonalizationKnowledge of AI/ML-driven personalization engines and recommendations for eCommerce platforms (e.g., product recommendations, search optimization). Search and Catalog OptimizationExpertise in search technologies such as Elasticsearch, Solr, or custom implementations for product catalogs. Other Must-Have Skills Performance OptimizationProven experience in load testing, stress testing, and optimizing eCommerce platforms to handle millions of transactions. Version Control and Collaboration ToolsExpertise with Git workflows, and tools like GitHub, Bitbucket, or GitLab.Familiarity with Agile tools such as Jira & Confluence. About Us Founded in 1956, Williams-Sonoma Inc. is the premier specialty retailer of high-quality products for the kitchen and home in the United States. Today, Williams-Sonoma, Inc. is one of the United States' largest e-commerce retailers with some of the best known and most beloved brands in home furnishings. Our family of brands are Williams-Sonoma, Pottery Barn, Pottery Barn Kids, Pottery Barn Teen, West Elm, Williams-Sonoma Home, Rejuvenation, GreenRow and Mark and Graham. We currently operate retail stores globally. Our products are also available to customers through our catalogs and online worldwide. Williams-Sonoma has established a technology center in Pune, India to enhance its global operations. The India Technology Center serves as a critical hub for innovation and focuses on developing cutting-edge solutions in areas such as e-commerce, supply chain optimization, and customer experience management. By integrating advanced technologies like artificial intelligence, data analytics, and machine learning, the India Technology Center plays a crucial role in accelerating Williams-Sonoma's growth and maintaining its competitive edge in the global market