Staff Software Engineer (ML/AI) - Remote in Rāniganj, India

Today, ServiceNow is the AI control tower for business reinvention. Our ServiceNow AI platform brings together any AI, any data, and any workflow— helping 85% of the Fortune 500® work smarter, faster, and better. We're building an AI-native culture where technology and talent are unstoppable together. Join us to put AI to work for people.
We are looking for a Project Lead familiar with cloud-native and AI-native development practices. Our software is built around AI at its core—LLMs, agents, and retrieval systems—and runs on IaaS (Google Cloud/AWS/etc.), so familiarity with these environments and their managed AI services is a plus. Full ownership of your code will be encouraged, including deployment, testing, evaluation, and validation of both traditional and AI components. You will lead a team of software and AI engineers, coaching and mentoring them. Familiarity with CI/CD, test-driven development, and evaluation-driven development (eval harnesses for AI features) will be a benefit.
Responsibility Area: Software Development
Develop intuitive AI-native software that meets and exceeds the needs of the company
Development of technical specifications and planning, including model selection, prompt/agent design, and data/retrieval architecture
Analyze and automate tests for software components prior to delivery, and build evaluation harnesses (accuracy, regression, and hallucination checks) for AI features
Troubleshoot coding and model-behavior problems quickly and efficiently to ensure a productive workplace
Follow secure software coding practices, including AI-specific safeguards (prompt-injection defense, data privacy, PII handling, and responsible-AI guardrails)
Professionally maintain all software and create updates regularly to address customer and company concerns, including monitoring model performance and drift in production
IaaS procedures and practices, including managed AI/ML services (e.g., Bedrock/SageMaker, Azure OpenAI, Vertex AI)
Experience with Kubernetes and containerization is welcome; experience serving models or deploying inference/GPU workloads is a plus
Be transparent about challenges, failures, and successes, including the limitations and non-deterministic nature of AI systems
Deliver presentations and write progress reports for stakeholders, translating AI capabilities and trade-offs for both technical and non-technical audiences
Actively seek ways to improve business software processes and interactions, including where AI and automation can add value
Mentor software and AI engineers to ensure high product quality across both deterministic code and AI/model behavior
Evaluate performance, provide feedback and constructive criticism to team members
Assist with training and recruitment activities
Participate in Root Cause Analysis for customer-reported issues, including failures rooted in model behavior, hallucinations, or data/retrieval quality
Aid and support the coaching and training of other team members to ensure all employees are confident in the use of software applications and AI tooling
Collaborate closely with cross-functional teams including product management, domain specialists, and engineering to define requirements and develop scalable AI-driven solutions
Stay current with the latest advancements in AI and related technologies (new models, frameworks, and techniques), and proactively identify opportunities to apply them to our products and services
8-12 years of practical Java experience

• 2 years of experience with prompt engineering and prompt/agent scripting
• 2 years of hands-on experience integrating third-party AI/ML services and platform APIs (e.g., OpenAI, Anthropic, Salesforce and other SaaS)
• Proven ability to design and manage domain-specific languages, prompt templates, and agent instruction frameworks
• Develop and optimize microservices that power high-performance data and embedding pipelines, handling up to 10 million rows and feeding vector stores
• Proficiency in Python, Java, and JavaScript, with strong Python skills for the ML/AI ecosystem
• Experience with RESTful and streaming APIs, model/inference endpoints, web services, and integration technologies
• Knowledge of cloud computing and managed AI services (e.g., AWS Bedrock/SageMaker, Azure OpenAI, Google Vertex AI)
• Create customer-centric AI solutions such as RAG assistants, agentic workflows, and AI-driven customer service
• Create data and knowledge-base migration tools for SaaS applications, including moving embeddings and vector data between cloud instances
• Experience with LLM orchestration and retrieval frameworks (e.g., LangChain, LlamaIndex) and vector databases (e.g., Strong problem-solving and debugging skills, including working with non-deterministic AI outputs
• Ability to develop unit tests and AI evaluation harnesses (accuracy, regression, and hallucination checks) for code components, prompts, and complete applications
• Experience with Agile and Scrum development methodologies
• Experience with Spring Boot or similar frameworks
• Experience working with APIs, REST standards, JSON, SQL, and NoSQL/vector stores
• Bachelor's degree in computer science or a related field; coursework or experience in ML/AI a plus

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