Lead AI ML Engineer

Description and Requirements
At BMC trust is not just a word - its a way of life!
We are an award-winning, equal opportunity, culturally diverse, fun place to be. Giving back to the community drives us to be better every single day. Our work environment allows you to balance your priorities, because we know you will bring your best every day. We will champion your wins and shout them from the rooftops. Your peers will inspire, drive, support you, and make you laugh out loud!?
We help our customers free up time and space to become an Autonomous Digital Enterprise that conquers the opportunities ahead - and are relentless in the pursuit of innovation!?
The IZOT product line includes BMCs Intelligent Z Optimization & Transformation products, which help the worlds largest companies to monitor and manage their mainframe systems. The modernization of mainframe is the beating heart of our product line, and we achieve this goal by developing products that improve the developer experience, the mainframe integration, the speed of application development, the quality of the code and the applications security, while reducing operational costs and risks. We acquired several companies along the way, and we continue to grow, innovate, and perfect our solutions on an ongoing basis.
BMC AMI Cost and Capacity Management - As digitization increases, so does the complexity of managing mainframe capacity and costs. BMC AMI Cost and Capacity portfolio increases availability, predicts capacity bottlenecks before they occur, and optimizes mainframe software costs.
Here is how, through this exciting role, YOU will contribute to BMCs and your own success:

• We are seeking a Python with AI/ML Developer to join a highly motivated team responsible for developing and maintaining innovation for mainframe capacity and cost management. As an Application Developer at BMC, you will be responsible for:
• Developing and integrating AI/ML models with a focus on Generative AI (GenAI), Retrieval-Augmented Generation (RAG), and Vector Databases to enhance intelligent decision-making.
• Building scalable AI pipelines for real-time and batch inference, optimizing model performance, and deploying AI-driven applications.
• Implementing RAG-based architectures using LLMs (Large Language Models) for intelligent search, chatbot development, and knowledge management.
• Utilizing vector databases (e.g., FAISS, ChromaDB, Weaviate, Pinecone) to enable efficient similarity search and AI-driven recommendations.
• Developing modern web applications using Angular to create interactive and AI-powered user interfaces.
• Developing APIs and microservices to expose AI/ML models for enterprise applications.
• Processing and analyzing structured & unstructured data, including text, images, and time-series data for AI/ML applications.

• Optimizing ML models for performance and scalability, ensuring low latency and high availability in production.
• Staying updated with advancements in GenAI, NLP, transformers, and deep learning architectures to drive innovation.
• Collaborating with cross-functional teams to integrate AI capabilities into existing applications and workflows.
  

To ensure youre set up for success, you will bring the following skillset & experience:

• Strong proficiency in Python and AI/ML frameworks like TensorFlow, PyTorch, Hugging Face Transformers, LangChain.
• Experience with Vector Databases (FAISS, ChromaDB, Weaviate, Pinecone) for semantic search and embeddings.
• Hands-on expertise in LLMs (GPT, LLaMA, Mistral, Claude, etc.) and fine-tuning/customizing models.
• Proficiency in Retrieval-Augmented Generation (RAG) and prompt engineering for AI-driven applications.
• Experience with Angular for developing interactive web applications.
• Experience with RESTful APIs, FastAPI, Flask, or Django for AI model serving.
• Working knowledge of SQL and NoSQL databases for AI/ML applications.
• Hands-on experience with Git/GitHub, Docker, and Kubernetes for AI/ML model deployment.
  

Whilst these are nice to have, our team can help you develop in the following skills:

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• Experience with knowledge graphs, semantic search, and enterprise AI applications.
• Additional experience with .NET v7+ and cross-platform .NET development would be helpful.
• Exposure to IBM z/OS mainframe environments and AI-driven optimization for legacy systems.
• Background in statistical data analysis, reinforcement learning, or advanced ML techniques.
  

CA-DNP
Our commitment to you!
BMCs culture is built around its people. We have 6000+ brilliant minds working together across the globe. You wont be known just by your employee number, but for your true authentic self. BMC lets you be YOU!
If after reading the above, Youre unsure if you meet the qualifications of this role but are deeply excited about BMC and this team, we still encourage you to apply! We want to attract talents from diverse backgrounds and experience to ensure we face the world together with the best ideas!
BMC is committed to equal opportunity employment regardless of race, age, sex, creed, color, religion, citizenship status, sexual orientation, gender, gender expression, gender identity, national origin, disability, marital status, pregnancy, disabled veteran or status as a protected veteran. If you need a reasonable accommodation for any part of the application and hiring process, visit the accommodation request page.
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BMC Software maintains a strict policy of not requesting any form of payment in exchange for employment opportunities, upholding a fair and ethical hiring process.
At BMC we believe in pay transparency and have set the midpoint of the salary band for this role at 4,542,800 INR. Actual salaries depend on a wide range of factors that are considered in making compensation decisions, including but not limited to skill sets; experience and training, licensure, and certifications; and other business and organizational needs.
The salary listed is just one component of BMCs employee compensation package. Other rewards may include a variable plan and country specific benefits.
We are committed to ensuring that our employees are paid fairly and equitably, and that we are transparent about our compensation practices.
( Returnship@BMC )
Had a break in your career No worries. This role is eligible for candidates who have taken a break in their career and want to re-enter the workforce. If your expertise matches the above job, visit to https://bmcrecruit.avature.net/returnship know more and how to apply.