AI/ML Architect

About the RoleWe are looking for an exceptional Software Architect to spearhead the design and development of a cutting-edge dynamical simulation engine. This innovative engine will integrate high-performance numerical computation, control-theoretic modeling, and AI-driven predictive analytics.In this hands-on, technically intensive role, you will be responsible for architecting and implementing the computational core, focusing on scalable and precision-centric systems optimized for both CPU and GPU. Additionally, you will lead the integration of AI/ML modules for enhanced learning, estimation, and prediction capabilities.Key ResponsibilitiesCore Architecture & Simulation EngineDesign and implement a robust dynamical system simulation framework for complex and time-sensitive physical and engineered processes.Develop and fine-tune numerical algorithms tailored for multi-core CPUs and GPUs utilizing C/C++, Python, and CUDA/OpenCL.Incorporate control-theoretic models such as feedback systems and perform stability and perturbation analysis.Define simulation data structures, solver architectures, and modular interfaces to ensure extensibility.AI / Predictive Modeling IntegrationCollaborate with AI/ML teams to seamlessly integrate predictive models and data-driven controllers into the simulation framework.Architect efficient data exchange and computational workflows between numerical solvers and AI inference engines.Optimize the performance of hybrid AI and physics simulations.Performance & OptimizationAnalyze and enhance performance-critical components to maximize compute efficiency, memory management, and scalability.Create benchmarking tools and regression frameworks for validating algorithms.Leadership & CollaborationLead a dedicated team of simulation and algorithm engineers.Collaborate closely with the Application Tech Lead and UI/backend teams for seamless integration.Establish architectural standards, conduct reviews, and develop documentation practices.

Role Overview Nielsen is hiring a Lead Software Engineer (Senior AI Architect) in Bengaluru. This position centers on designing and building advanced software solutions that use artificial intelligence. The role involves setting technical direction and guiding the architecture for AI-driven projects. What You Will Do Lead the design and implementation of software systems that incorporate AI technologies Apply strong software engineering principles to create reliable, maintainable solutions Collaborate with other engineers and stakeholders to shape project direction What We Look For Extensive experience in software engineering Deep understanding of AI architecture and related technologies Ability to guide teams and drive technical progress

Join Wabtec Corporation as an Advanced Lead Engineer specializing in Embedded Software. In this pivotal role, you will lead innovative projects, developing cutting-edge software solutions that enhance our transportation and logistics operations. Collaborate with cross-functional teams to design, implement, and optimize embedded systems that are crucial to our product offerings.

Join Wabtec Corporation as an Advanced Lead Engineer specializing in Embedded Software. In this pivotal role, you will lead innovative projects that drive the future of transportation technology. Your expertise will contribute to the development of cutting-edge solutions that enhance operational efficiency and reliability across various systems.

We are looking for a seasoned Lead Architect – AI Enablement & Automation (.NET) to spearhead the AI transformation within our client’s engineering organization.This role merges enterprise-level architectural leadership with hands-on AI automation execution.The architect will focus on two strategic areas:Enablement – Build scalable AI frameworks that empower .NET engineering and QA teams.Automation – Create and implement production-ready AI-driven workflows that address significant business challenges.Key Responsibilities1. Enablement Pillar – Promoting AI Integration Across EngineeringEnterprise AI ArchitectureDefine and establish architectural guidelines for AI integration within .NET 8/Core microservices.Set standards for secure, scalable, and cost-effective AI utilization.Shared AI InfrastructureDesign and implement a Common AI Service Layer utilizing frameworks like Semantic Kernel or LangChain.NET.Develop centralized features including:Authentication & secure API accessRate limiting & throttlingCost tracking & observabilityModel routing & fallback strategiesDeveloper AccelerationCreate reusable NuGet packages, SDKs, and frameworks to streamline AI integration.Develop project templates and CI/CD pipelines to facilitate the deployment of AI-enabled components.Integrate AI best practices into engineering workflows.Upskilling & MentorshipLead a Community of Practice (CoP) focused on AI integration.Mentor C# engineers in:Vector search techniquesPrompt engineering principlesRAG patternsLLM orchestration & tool usageEstablish technical governance and AI engineering standards.2. Automation Pillar – Proven AI Delivery at ScaleAgentic Workflow DesignArchitect and implement multi-agent systems that can:Execute intricate business logicInterface with legacy systems and databasesPerform autonomous task orchestrationProduction-Grade RAG ImplementationDevelop sophisticated Retrieval-Augmented Generation (RAG) systems utilizing:Hybrid Search (Vector + Keyword)Semantic re-rankingData chunking & partitioning techniquesEnsure high-accuracy AI-driven support and automation systems.

Join our innovative team at Wabtec Corporation as an Advanced Lead Engineer. In this pivotal role, you will leverage your expertise in engineering to drive cutting-edge projects that enhance our technology and deliver exceptional solutions. Collaborate with a diverse group of professionals and contribute to the future of rail and transit technologies.

Roles & Responsibilities:As a Technical Specialist/Architect in AI, you will be at the forefront of designing and applying advanced AI technologies to various use cases within the Software Engineering domain. Collaborating closely with fellow architects, you will contribute to the comprehensive solution design.Key Responsibilities:Demonstrate a profound understanding of the Generative AI technology stack.Identify and select appropriate frameworks and tools for designing AI/Generative AI solutions.Implement specific use cases and modules within the Generative AI technology framework.Conduct system design and code reviews to ensure adherence to quality standards and guidelines throughout the software engineering lifecycle.Possess sound knowledge of the Software Development Life Cycle (SDLC) and agile methodologies; experience in the automotive domain is preferred but not mandatory.Collaborate with team members to define overall solution architecture requirements.Maintain sensitivity to intellectual property (IP) and open-source regulations, ensuring team compliance.

About Astrome Technologies Astrome Technologies is a deeptech startup based in Bengaluru. The company focuses on transforming 5G and rural telecommunications through advanced solutions such as patented millimeter wave E-band radios and satellite communication products. Astrome aims to deliver high-capacity, low-latency connectivity to remote and underserved areas, supporting broader access to communication networks worldwide. Role Overview: Lead C++ Software Architect This is a full-time, on-site position in Bengaluru, Karnataka. The Lead C++ Software Architect guides software project development, manages engineering teams, and shapes the design and architecture of core software systems. Main Responsibilities Guide a team of engineers in designing and developing system software for Astrome's products. Review code to ensure the team follows coding standards and best practices. Create and maintain a roadmap for feature enhancements that align with customer needs. Work hands-on with the team to develop the software stack. Design, implement, test, debug, and maintain high-quality code.

Harness is revolutionizing the software delivery landscape with its AI-driven platform, spearheaded by visionary technologist and entrepreneur Jyoti Bansal, the founder of AppDynamics, which was acquired by Cisco for $3.7 billion. With approximately $570 million raised in funding and a valuation of $5.5 billion, Harness is backed by prominent investors, including Goldman Sachs, Menlo Ventures, IVP, Unusual Ventures, and Citi Ventures. As AI accelerates code generation, the challenges have evolved beyond coding to encompass testing, deployments, application security, reliability, compliance, and cost optimization. Harness integrates AI and automation into this "outer loop," empowering teams to deliver software more rapidly while ensuring security and governance throughout the software delivery lifecycle.Utilizing Harness AI and the Software Delivery Knowledge Graph, the Harness Platform embeds intelligent automation and contextual insights across the software delivery lifecycle, ensuring governance and policy-driven controls are integral to the platform.In the past year alone, Harness has facilitated over 185 million deployments, 82 million builds, 18 trillion flag evaluations, 8 million security scans, 9.1 billion optimized tests, 3 trillion protected API calls, and managed $2.8 billion in cloud expenditure. Our solutions have enabled key clients such as United Airlines, Morningstar, and Choice Hotels to accelerate their release cycles by up to 75%, decrease cloud costs by up to 60%, and achieve a tenfold increase in DevOps efficiency.With a global presence spanning 14 offices and 25 countries, Harness is at the forefront of shaping the future of AI software delivery. We are seeking exceptional talent to join us in our mission to innovate and accelerate.

Job Overview:T-Systems Information and Communication Technology India is on the lookout for an innovative AI Architect to spearhead the design, development, and implementation of sophisticated AI systems. This includes the Multi-Component Platform (MCP) server and client frameworks, chat orchestration architectures, and leading-edge agentic AI solutions that prioritize Data Governance.The ideal candidate will possess extensive knowledge in AI system architecture, multi-agent coordination, and scalable infrastructure, aimed at facilitating the next generation of intelligent applications.Main Responsibilities:Lead the architecture and development of autonomous AI chat systems capable of efficiently executing tasks and delivering relevant responses.Design and implement MCP server and client architectures ensuring optimal performance, scalability, and reliability.Architect and develop advanced chat orchestration systems that support seamless multi-turn conversations with contextual awareness and dynamic intent management.Leverage Azure Stack services such as Azure Machine Learning, Azure Cognitive Services, and Azure Kubernetes Service for deploying and scaling AI models.Drive the design and development of agentic AI models that empower autonomous decision-making agents capable of collaboration, negotiation, and adaptation.Create frameworks and protocols for multi-agent AI coordination and communication to facilitate complex workflows and emergent behaviors.Work closely with cross-functional teams, including data scientists, machine learning engineers, data engineers, and product managers, to integrate AI solutions into production environments.Establish technical roadmaps, architectural standards, and best practices for AI system development.Continuously assess new AI technologies and frameworks to enhance system capabilities.Prioritize system security, data privacy, and compliance with applicable regulations.Diagnose and optimize AI models and infrastructure focusing on latency, throughput, and resource efficiency.

Join our cutting-edge team at Bosch Group as an AI/ML Architect, where you will lead innovative projects leveraging artificial intelligence and machine learning technologies. This role involves designing and implementing advanced algorithms and models, collaborating with cross-functional teams to drive AI initiatives, and ensuring the successful integration of AI solutions into business processes.

Join AECOM as a Lead Specialist in Chemicals, focusing on Semiconductor and Advanced Manufacturing. In this role, you will leverage your expertise to drive innovative solutions and optimize our manufacturing processes. Collaborate with cross-functional teams to enhance product quality and efficiency while ensuring compliance with industry standards.

Join Wabtec Corporation as an Advanced Lead Engineer specializing in Embedded Software. In this pivotal role, you will oversee the development and implementation of cutting-edge embedded systems that enhance our transportation solutions. Collaborate with a dynamic team of engineers and contribute to innovative projects that transform the transportation industry.

Join Okta, a leading identity management company, as a Software Architect specializing in Lifecycle Management. In this pivotal role, you will design and oversee the architecture of systems that manage the entire lifecycle of user identities, ensuring security and efficiency in identity governance processes. You will collaborate with cross-functional teams, contribute to the strategic direction of our product, and leverage innovative technologies to enhance our offerings.

Role Overview Assystem is hiring a Lead Architect in Bengaluru. This role shapes architectural solutions for diverse projects, with a focus on meeting client requirements and maintaining high industry standards. What You Will Do Collaborate with cross-functional teams to design and implement architectural plans Guide projects from concept through delivery, ensuring alignment with client needs Champion quality and innovation in architectural design

About Us At Hitachi Digital Services, we are a pioneering global digital solutions provider with an ambitious vision to unleash the full potential of our world. Driven by our commitment to people and our planet, we strive to innovate urban environments, conserve invaluable resources, and contribute positively to society. Our mission is to empower organizations through cutting-edge technology, expertise, and a relentless pursuit of progress. We believe that the diversity of experiences, perspectives, and passions enriches our collective journey toward a brighter future. We welcome candidates who may not meet every qualification but share our vision for making a difference. The Role We are looking for a skilled Generative AI Architect to join our team. This role demands in-depth knowledge of Generative AI frameworks such as OpenAI, Azure OpenAI, LangChain, LangGraph, and Copilot Studio, as well as experience with AI platforms. Key Responsibilities: Design and implement comprehensive Generative AI and Agentic AI architectures for enterprise clients. Lead technical execution using Azure OpenAI, LangGraph, or Copilot Studio. Develop reusable frameworks, prompt orchestration patterns, and RAG pipelines. Ensure adherence to security, privacy, and Responsible AI standards. Optimize AI observability, cost, and performance tuning. Collaborate with data, cloud, and business teams to identify AI use cases. Mentor engineering teams and contribute to practice accelerators and reference solutions. Assist in presales, client demonstrations, and proposal development with architectural insights. Join us on this exciting journey to innovate and transform the digital landscape!

Join our innovative team at SanDisk as an AI Software Validation Lead. In this pivotal role, you will spearhead the validation processes for our cutting-edge AI software solutions, ensuring they meet the highest standards of performance and reliability. Your expertise will play a crucial role in driving the development of AI technologies that transform data storage and management.

Role overview Euromonitor International seeks an AI Knowledge Architect based in Bengaluru, Karnataka. The main focus of this position is to improve how information is managed and used within the company. The role involves applying advanced AI technologies to strengthen knowledge management systems, aiming to make insights and analytics more accessible for clients. What you will do Collaborate with teams from various departments to design and build AI-driven solutions Improve the ways information is discovered, shared, and connected across the organization Promote better data integration and support knowledge sharing throughout the company

Smiths Group seeks a Staff Software Architect based in Bengaluru. This senior position plays a key role in setting the technical direction for software projects and shaping solutions that meet both business and client needs. The architect partners with multiple teams to ensure that software design and implementation align with company goals. Responsibilities Design architecture for complex software projects Guide development teams throughout the implementation process Work closely with engineers, product managers, and stakeholders to deliver solutions Ensure all solutions adhere to industry standards and recognized best practices Support alignment of technical decisions with broader business objectives Requirements Significant experience in software architecture and hands-on development Demonstrated ability to deliver scalable software solutions Proven effectiveness working with cross-functional teams