Data / ML Engineer – Scientist

Techvilla Solutions

Midvale, UT

Posted On: May 20, 2026

Posted On: May 20, 2026

Job Overview

Job Type

Full-time

Experience

7 - 15 Years

Salary

Depends on Experience

Work Arrangement

On-Site

Travel Requirement

0%

Required Skills

  • Data Science
  • Machine Learning
  • Python
  • Databricks
  • MLflow
Job Description
Roles and Responsibilities
  • Build and maintain reusable Python modules for ML model performance evaluation and monitoring.
  • Develop logic for generating executive summaries, insights, and recommendation outputs for model monitoring reports.
  • Design and implement modular frameworks for automated report generation in PDF and dashboard formats.
  • Standardize model monitoring templates including visualizations, commentary, KPI thresholds, and performance metrics.
  • Develop automation and orchestration workflows to schedule recurring monitoring runs and archive outputs.
  • Process and analyze large-scale model outputs using Databricks, PySpark, and parquet datasets.
  • Collaborate with data scientists, ML engineers, and business stakeholders to enhance model governance and monitoring capabilities.
  • Support ML lifecycle management, model registry integration, and production monitoring processes.
  • Ensure code quality, scalability, maintainability, and adherence to engineering best practices.
Required Qualifications
  • 7–10 years of hands-on experience in Python development for Data Science and Machine Learning applications.
  • Strong expertise in Python libraries including pandas, NumPy, scikit-learn, matplotlib, and seaborn.
  • Strong understanding of ML evaluation metrics for classification and regression models.
  • Experience with Databricks Notebooks and PySpark for large-scale data processing.
  • Experience handling parquet data formats and large model output datasets.
  • Experience with PDF generation libraries and automated reporting frameworks.
  • Knowledge of MLFlow, model registries, and ML production monitoring platforms.
  • Strong analytical, problem-solving, and communication skills.
Preferred Qualifications
  • Experience with workflow orchestration tools such as Airflow or similar platforms.
  • Familiarity with enterprise ML governance and monitoring frameworks.
  • Experience building scalable and reusable analytics/reporting frameworks.

Job ID: TS421300


Posted By

Vivek

Information Technology Recruiter