Staff Agentic Artificial Intelligence Engineer

Trimble; Chennai; On-site; INR 3,500,000 - 7,000,000; Full time

Benefits offered by this job

Generative AI initiatives

Data engineering

Regulatory compliance knowledge

Industry patents

Emerging architectures

Job summary

Trimble seeks a Principal AI/ML Operations Engineer to define enterprise AI/ML infrastructure, architect scalable platforms, and implement cutting-edge MLOps across CMS. This senior leadership role focuses on high-availability, low-latency ML systems and governance across global business units.

You will collaborate with C-suite and product leaders to align investments with outcomes, drive innovation, and contribute to patents and open-source projects while leading transformative initiatives in a

Qualifications

• Advanced degree in Computer Science, ML, Engineering, or related field.
• 8+ years in MLOps, ML Engineering, or SRE, with 3+ years in senior leadership.
• Experience architecting large-scale ML infrastructure serving millions of predictions.
• Proficient in Python, Go, Rust, Java, or C++, with distributed systems expertise.
• Experience across AWS/Azure/GCP with FinOps cost optimization.
• Expertise in ML lifecycle, feature stores, model registries, and rollout frameworks.
• Hands-on with Kubernetes, Istio, Kafka, and serverless ML pipelines.

Responsibilities

• Define the multi-year technical roadmap for enterprise AI/ML infrastructure.
• Architect unified platforms serving thousands of models with sub-second latency across units.
• Implement advanced MLOps deployment including NAS, hyperparameter optimization, and quantization.
• Design scalable infra for LLMs, multimodal systems, and federated learning pipelines.
• Establish governance, compliance standards, and experimentation frameworks across hubs.
• Collaborate with C-suite to align tech investments with business outcomes, pursuing patents/publications.

Skills

MLOps

SRE

ML Engineering

Distributed Systems

Cloud (AWS/Azure/GCP)

Kubernetes

Education

Master’s or PhD in CS/ML/Engineering

Tools

Kubernetes

Istio

Kafka

Model Registry

Job description

Architect Enterprise AI Scale as Staff AI/ML Operations Engineer.

Are you a seasoned technical authority ready to define the strategic direction of enterprise AI/ML infrastructure and shape the future of MLOps across a global technology leader? Trimble is seeking a visionary Principal AI/ML Operations Engineer (P4/P5) to join our Construction Management Solutions (CMS) team in Chennai. In this premier technical leadership role, you will set organizational vision, architect next-generation machine learning platforms, and establish industry-defining operational practices that scale across diverse enterprise business units.

About Us:

Dedicated to the world’s tomorrow, Trimble is a technology company delivering solutions that enable our customers to work in new ways to measure, build, grow and move goods for a better quality of life. Core technologies in positioning, modeling, connectivity and data analytics connect the digital and physical worlds to improve productivity, quality, safety, transparency and sustainability. From purpose-built products and enterprise lifecycle solutions to industry cloud services, Trimble is transforming critical industries such as construction, geospatial, agriculture and transportation to power an interconnected world of work. For more information about Trimble (NASDAQ: TRMB), visit: www.trimble.com

About Our Division:

Construction Management Solutions (CMS) As an industry leader in construction software and ERP platforms, Trimble CMS empowers contractors worldwide. Our solutions seamlessly connect the office, team, and field by uniting essential business functions like accounting, estimating, and project management with jobsite operations. Operating on Trimble Construction One (TC1), our cloud ecosystems leverage predictive analytics and artificial intelligence to drive unprecedented project outcomes, productivity, and profitability.

What Makes This Role Great:

• Enterprise ML Vision & Platform Architecture: Define the multi-year technical roadmap for enterprise AI/ML infrastructure, architecting unified platforms capable of serving thousands of models with sub-second latency across diverse business units.
• Cutting-Edge MLOps Deployment: Implement advanced MLOps solutions, including automated hyperparameter optimization, neural architecture search (NAS), model quantization, and distributed serving architectures supporting millions of predictions.
• Next-Gen AI & Foundation Models: Architect scalable infrastructure for emerging generative technologies, including Large Language Models (LLMs), multi-modal systems, prompt-engineering pipelines, and federated learning frameworks.
• Observability, Self-Healing & Security: Engineer comprehensive ML observability stacks featuring custom telemetry, drift detection, automated anomaly mitigation, Zero Trust architectures, and model privacy preservation.
• Strategic Governance & Centers of Excellence: Establish cross-organizational MLOps governance, compliance standards, and A/B or multi-armed bandit experimentation frameworks across multiple engineering hubs.
• Executive Influence & Thought Leadership: Partner directly with C-suite leadership and product executives to align technology investments with business outcomes, while representing Trimble through patents, publications, and open-source contributions.

Essential Skills & Experience

• Education: Advanced degree (Master’s or PhD) in Computer Science, Machine Learning, Engineering, or a related technical discipline (or equivalent professional experience with exceptional technical depth).
• Professional Experience: 8+ years of dedicated experience in MLOps, Machine Learning Engineering, or Site Reliability Engineering (SRE), with at least 3+ years operating in senior/principal technical leadership capacities.
• Large-Scale Inference Systems: Proven track record architecting and maintaining large-scale ML infrastructure serving millions of daily predictions with high availability and extreme fault tolerance.
• Polyglot & Systems Mastery: Expert programming capabilities across multiple modern languages (Python, Go, Rust, Java, or C++) paired with deep expertise in distributed computing, concurrency, and performance tuning.
• Multi-Cloud Transformation: Extensive experience architecting cloud solutions across AWS, Azure, or GCP, leveraging advanced AI/ML managed services while enforcing rigorous FinOps cost optimization.
• ML Lifecycle & Experimentation: Deep expertise managing end-to-end ML lifecycles at scale, including automated experimentation, feature stores, model registries, and sophisticated rollout frameworks.
• Modern Infrastructure Tooling: Practical mastery of advanced cloud-native infrastructure including Kubernetes, service mesh architectures (e.g., Istio), event-driven streaming (Kafka), and serverless ML pipelines.

Bonus Points For:

• Generative AI Systems: Direct experience operationalizing transformer architectures, foundation model fine-tuning (LoRA, QLoRA), and enterprise-grade vector database retrieval infrastructure.
• Advanced Data Engineering: Familiarity with real-time streaming pipelines, Data Mesh paradigms, and privacy-preserving data analytics.
• Compliance & Governance: In-depth knowledge of model explainability/interpretability frameworks, bias mitigation tools, and regulatory guidelines (GDPR, CCPA, EU AI Act).
• Industry Prominence: Published academic research, registered patents, or prominent contributions to open-source MLOps toolkits.
• Emerging Architectures: Familiarity with neuromorphic hardware, specialized AI accelerators (TPUs/NPUs), or quantum computing paradigms.

Logistics

• Grade / Level: P4
• Location: Chennai, India
• Department: Construction Management Solutions (CMS)
• Job Type: Full-Time

Why You’ll Love Working With Us

At Trimble, we’re not just a company that “does good”—we are a team dedicated to making a tangible, positive Real-World Impact. We build innovative solutions designed to solve the world’s most critical challenges. From construction sites to transportation hubs, our work tangibly improves how people live, build, move, and grow. You’ll work on projects that truly matter: Our purpose-driven culture means you’ll be helping to build and deliver solutions that make work faster, safer, and more sustainable for millions of people worldwide. Collaborate with like-minded people: Our strong internal culture is a “hidden gem.” You will work with a collaborative, supportive team that shares your purpose and fosters a genuine sense of belonging. Be an owner: Trimble thrives on individuals who take initiative and embrace ownership. You’ll find an entrepreneurial spirit where success is often “self-authored,” empowering proactive “doers.” Enjoy true flexibility: We offer flexible work arrangements, which are a significant driver for employees joining and staying with us.

Join a Values-Driven Team

Belong, Grow, Innovate. At Trimble, our core values of Belong, Grow, and Innovate aren’t just words—they’re the foundation of our culture. We foster an environment where you are seen, heard, and valued (Belong); where you have an opportunity to build a career and drive our collective growth (Grow); and where your innovative ideas shape the future (Innovate). We believe in empowering local teams to create impactful strategies, ensuring our global vision resonates with every individual. Become part of a team where your contributions truly matter.

Trimble is a global technology company that connects the physical and digital worlds, transforming the ways work gets done. With relentless innovation in precise positioning, modeling and data analytics, Trimble enables essential industries including construction, geospatial and transportation. Whether it’s helping customers build and maintain infrastructure, design and construct buildings, optimize global supply chains or map the world, Trimble is at the forefront, driving productivity and progress. For more information about Trimble (NASDAQ: TRMB), visit: www.trimble.com.

At Trimble, we are committed to fostering a diverse, inclusive, and equitable workplace where everyone can thrive. Guided by our core values—Belong, Innovate, and Grow—we embrace and celebrate differences, knowing they make us stronger and more innovative. We are proud to be an equal opportunity employer, welcoming individuals of all backgrounds and advancing opportunities while embracing race, color, gender identity, sexual orientation, religion, disability, veteran status, or any other protected and diverse characteristic. We are committed to offering our candidates and employees with disabilities or sincerely held religious beliefs the ability to seek reasonable accommodations in accordance with applicable law and/or where it would not constitute undue hardship for Trimble. For more, please see Trimble’s Code of Business Conduct and Ethics at https://investor.trimble.com, under “Corporate Governance.”

Our mission to transform the way the world works starts with transforming how we work together. By actively listening, asking questions, and taking intentional actions, we cultivate a culture that provides equitable opportunities for everyone to contribute and grow.