Tredence - Architect - Machine Learning

Machine Learning Architect

Project Management & Business Development:

- Lead periodical client communications and building the collaterals required (Reports, PPT, visualizations) and plan out the Call for Weekly, Monthly and Quarter cadence calls with different levels of stakeholders

- Adhere to the existing business processes to ensure smooth and on time delivery and productionization by following client processes and documentation

- Monitor the delivery across multiple teams and manage the delivery smoothly to meet milestones and promised target date

- Continuously identify new opportunities and help to genuinely solve problems for clients and help realize the impact.

- Scale the opportunities and help scale our revenue with a proper long term and short-term roadmap

- Build good client relationship with empathy and impact realization from the value add provided (Value over PPT)

- Manage three types of teams: Data Science, MLOps and Support teams

- Work on RFPs, Proposals, SOW, Documentation, Budget and Resourcing etc.

Technology:

- Has 6+ years in Data Science, Machine Learning, and demand forecasting

- Has 4+ years of Cloud experience in Azure, Azure DevOps, Databricks, Azure Data Factory - Azure based ML Architecture

- Hand on experience in Python, PySpark, SQL, OOPs concepts

- Has 2+ years in MLOps technologies like CI/CD, ML Optimization, Code modularization, ML monitoring (PowerBI, Drift detection, model metrics) etc.

- Has exposure to multiple open-source MLOps tools and libraries

- Knows OOPs concepts and capable to take code review and Architecture review for ML based solutions

- Technical problem solving from a DS, DE and DevOps point of view

- Understanding the business problem at hand and then solving using technology

- Capable to plan out new model development within the same business

- Continuous Evaluation of ML Solutions and suggesting changes proactively to improve model performance

- Best Disaster Recovery practices to be implemented and continuously improved.