Looking for a Sr. Data Scientist with 5+ years of work experience training and deploying ML models. In addition, you should have at least three years of industry experience developing and deploying ML models for predictive and condition-based maintenance in production.

A few examples of the problems that you will be addressing with Data Science, ML and LLMs:
Increase Service Engineer/Technical Support Specialist productivity
Reduce Mean-Time-to-Repair
Increase First-Time-Fix-Rate
Increase Mean-Time-Between-Failures
Reduce unplanned device downtime
Increase device utilization

You will own the complete end-to-end ML workflow:
Develop domain expertise and in-depth understanding of different types of medical devices
Understand and conduct EDA on medical device operational (non-patient) data
Formulate a business problem into a ML / Data Science problem
Determine the best ML algorithm and statistical technique for a given problem and dataset
ETL, cleanse and prepare system data for Machine Learning
Train, evaluate, deploy, monitor, and manage ML models in production





Requirements

The ideal candidate is an experienced Data Scientist highly skilled in:
Framing a business problem into a ML / Data Science problem
Analyzing and preparing complex messy unstructured data for ML
Training, evaluating, and deploying Failure Prediction and Anomaly Detection models

Minimum (must-have)
5+ years' work experience as a Data Scientist developing production-grade ML models
3+ years' work experience training and deploying Failure Prediction models in production
2+ years' work experience training and deploying Anomaly Detection models in production
In-depth knowledge of ML algorithms, frameworks, libraries, and related tools
Excellent exploratory data analysis, data prep and feature engineering skills
Robust knowledge of statistics and time series data analysis
2+ years' work experience using Python and SQL
Master’s or Ph.D. in Statistics, Computer Science, or another quantitative field

📌 Data Scientist Bengaluru (India)
🏢 Brick Force Consulting Services Bangalore
📍 India