Introduction
The IBM Automation team is seeking a passionate and talented AI Engineer to push the boundaries of artificial intelligence. You will design, implement, and deploy advanced AI and autonomous agent solutions that enhance our cloud offerings, enabling smarter automation and significantly improving customer productivity.
Collaborating closely with cross-functional teams, you will transform complex AI concepts into practical, real-world applications that deliver measurable value.
Your role and responsibilities
• Design, develop, implement AI and Generative AI solutions to address business problems and achieve objectives.
• Gather, clean, and prepare large datasets to ensure readiness for AI model training
Want more jobs like this?
Get jobs in Bangalore, India delivered to your inbox every week.
• Train, fine-tune, evaluate, and optimize AI models for specific use cases, ensuring accuracy, performance, cost-effectiveness, and scalability.
• Seamlessly integrate AI models and autonomous agent solutions into cloud-based & on-prem products to drive smarter workflows and improved productivity.
• Develop reusable tools, libraries, and components that standardize and accelerate the development of AI solutions across the organization.
• Monitor and maintain deployed models, ensuring consistent performance and reliability in production environments
• Stay up to date with the latest AI/ML advancements, exploring new technologies, algorithms, and methodologies to enhance product capabilities.
• Effectively communicate technical concepts, research findings, and AI solution strategies to both technical and non-technical stakeholders.
• Understand the IBM tool and model landscape and work closely with cross-functional teams to leverage these tools, driving innovation and alignment.
• Lead and mentor team members to improve performance.
• Collaborate with operations, architects, and product teams to resolve issues and define product designs.
• Exercise best practices in agile development and software engineering. Code, unit test, debug and perform integration tests of software components
• Participate in software design reviews, code reviews and project planning.
• Write and review documentation and technical blog posts.
• Contribute to department attainment of organizational objectives and high customer satisfaction
Required education
Bachelor's Degree
Preferred education
Bachelor's Degree
Required technical and professional expertise
• Minimum 4+ years of hands-on experience developing AI-based applications using Python.
• Experience using deep learning frameworks (TensorFlow, PyTorch, or Keras)
• Experience in Pydantic
• Solid understanding of ML/AI concepts: EDA, preprocessing, algorithm selection, machine learning frameworks, model efficiency metrics, model monitoring.
• Familiarity with Natural Language Processing (NLP) techniques.
• Deep understanding of Large Language Models (LLM) Architectures, their capabilities and limitations.
• Proven expertise in integrating and working with LLMs to build robust AI solutions.
• Skilled in crafting effective prompts to guide LLMs to provide desired outputs.
• Hands-on experience with LLM frameworks such as Langchain,Langraph,CrewAI etc.,
• Experience in LLM application development based on Retrieval-Augmented Generation (RAG) concept, familiarity with vector databases, and fine-tuning large language models (LLMs) to enhance performance and accuracy.
• Proficient in microservices development using Python (Django/Flask or similar technologies).
• Excellent communication skills with the ability to effectively collaborate with technical and non-technical stakeholders
Preferred technical and professional experience
• Experience in MLOPs frameworks (BentoML,Kubeflow or similar technologies) and exposure to LLMOPs
• Experience with end-to-end chatbot development, including design, deployment, and ongoing optimization, leveraging NLP and integrating with backend systems and APIs.
• Understanding of security and ethical best practices for data and model development
• Contributions to open source projects
• Experience in Agile development methodologies
• Familiarity with platforms like Kubernetes and experience building on top of the native platforms
• Experience with cloud-based data platforms and services (e.g., IBM, AWS, Azure, Google Cloud).
• Experience designing, building, and maintaining data processing systems working in containerized environments (Docker, OpenShift, k8s)
ABOUT BUSINESS UNIT
IBM Software infuses core business operations with intelligence-from machine learning to generative AI-to help make organizations more responsive, productive, and resilient. IBM Software helps clients put AI into action now to create real value with trust, speed, and confidence across digital labor, IT automation, application modernization, security, and sustainability. Critical to this is the ability to make use of all data, because AI is only as good as the data that fuels it. In most organizations data is spread across multiple clouds, on premises, in private datacenters, and at the edge. IBM's AI and data platform scales and accelerates the impact of AI with trusted data, and provides leading capabilities to train, tune and deploy AI across business. IBM's hybrid cloud platform is one of the most comprehensive and consistent approach to development, security, and operations across hybrid environments-a flexible foundation for leveraging data, wherever it resides, to extend AI deep into a business.
YOUR LIFE @ IBM
In a world where technology never stands still, we understand that, dedication to our clients success, innovation that matters, and trust and personal responsibility in all our relationships, lives in what we do as IBMers as we strive to be the catalyst that makes the world work better.
Being an IBMer means you'll be able to learn and develop yourself and your career, you'll be encouraged to be courageous and experiment everyday, all whilst having continuous trust and support in an environment where everyone can thrive whatever their personal or professional background.
Our IBMers are growth minded, always staying curious, open to feedback and learning new information and skills to constantly transform themselves and our company. They are trusted to provide on-going feedback to help other IBMers grow, as well as collaborate with colleagues keeping in mind a team focused approach to include different perspectives to drive exceptional outcomes for our customers. The courage our IBMers have to make critical decisions everyday is essential to IBM becoming the catalyst for progress, always embracing challenges with resources they have to hand, a can-do attitude and always striving for an outcome focused approach within everything that they do.
Are you ready to be an IBMer?
ABOUT IBM
IBM's greatest invention is the IBMer. We believe that through the application of intelligence, reason and science, we can improve business, society and the human condition, bringing the power of an open hybrid cloud and AI strategy to life for our clients and partners around the world.
Restlessly reinventing since 1911, we are not only one of the largest corporate organizations in the world, we're also one of the biggest technology and consulting employers, with many of the Fortune 50 companies relying on the IBM Cloud to run their business.
At IBM, we pride ourselves on being an early adopter of artificial intelligence, quantum computing and blockchain. Now it's time for you to join us on our journey to being a responsible technology innovator and a force for good in the world.
OTHER RELEVANT JOB DETAILS
When applying to jobs of your interest, we recommend that you do so for those that match your experience and expertise. Our recruiters advise that you apply to not more than 3 roles in a year for the best candidate experience. For additional information about location requirements, please discuss with the recruiter following submission of your application.