Overview

Senior Data Scientist - Machine Learning role at Annex India. Lead a small group of DS developers in collaboration with product, BA, MLOps.

Responsibilities

• Lead a small group of DS developers
• Collaborate/streamline data science work with product, BA, MLOps
• Cover tasks in DS model development/redevelopment and deployment into multiple markets for production purpose
• Lead collaboration with MLOps on industrialization support to ensure smooth transition
• Code development/redevelopment planning & direct support to DS developers
• Lead model tuning
• Ensure proper code standards are enforced & documentation is created
• Maintain strong code management via version control
• Lead regular code reviews together with the data scientist project lead
• Plan testing/evaluation with the data scientist project lead
• Establish model evaluation and validation framework in the context of deployment
• Create standard test report structure
• Ensure production-grade code is developed for quick roll-out purposes
• Achieve high level transparency and replicability
• Lead planning of RCA for any issue identified
• Create monitoring plan for production
• Support activities in UAT with end users
• Work as contingency resource for development to ensure timely delivery
• Ensure a common code base created for efficient roll-out in new market with modular architecture, well designed data abstraction, high configurability, and parameterization

Qualifications

• 4 years of deep data science experience
• Strong knowledge of machine learning and statistical modeling techniques in cloud-based environment such as GCP, Azure, Amazon, Databricks
• Experience with programming languages such as Python, R, Spark
• Strong understanding of data structures, algorithms, and software design principles
• Experience working on GCP platforms and services like BigQuery, Cloud ML Engine, Cloud Storage
• Experience in configuring and setting up version control on Code, Data, and Machine Learning Models using GitHub
• Strong experience in development planning
• Good knowledge in coding standards, building reusable services
• Experience in end-to-end data science project delivery