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Description and Requirements
Description and Requirements
"At BMC trust is not just a word - it's a way of life!"
- Ideate, design, implement and maintain enterprise business software platform for edge and cloud, with a focus on Machine Learning and Generative AI Capabilities, using mainly Python
- Work with a globally distributed development team to perform requirements analysis, write design documents, design, develop and test software development projects.
- Understand real world deployment and usage scenarios from customers and product managers and translate them to AI/ML features that drive value of the product.
- Work closely with product managers and architects to understand requirements, present options, and design solutions.
- Work closely with customers and partners to analyze time-series data and suggest the right approaches to drive adoption.
- Analyze and clearly communicate both verbally and in written form the status of projects or issues along with risks and options to the stakeholders.
- You have 8+ years of hands-on experience in data science or machine learning roles.
- You have experience working with sensor data, time-series analysis, predictive maintenance, anomaly detection, or similar IoT-specific domains.
- You have strong understanding of the entire ML lifecycle: data collection, preprocessing, model training, deployment, monitoring, and continuous improvement.
- You have proven experience designing and deploying AI/ML models in real-world IoT or edge computing environments.
- You have strong knowledge of machine learning frameworks (e.g., scikit-learn, TensorFlow, PyTorch, XGBoost).
- Experience with digital twins, real-time analytics, or streaming data systems.
- Contribution to open-source ML/AI/IoT projects or relevant publications.
- Experience with Agile development methodology and best practice in unit testin
- Experience with Kubernetes (kubectl, helm) will be an advantage.
- Experience with cloud platforms (AWS, Azure, GCP) and tools for ML deployment (SageMaker, Vertex AI, MLflow, etc.).
(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.
Our commitment to you!
BMC’s culture is built around its people. We have 6000+ brilliant minds working together across the globe. You won’t be known just by your employee number, but for your true authentic self. BMC lets you be YOU!
If after reading the above, You’re 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.