Remote Data Intelligence Engineer - Pipelines & ML

Mindlance; North Chicago (IL); A distancia; USD 83.000 - 124.000; Jornada completa

Descripción de la vacante

Mindlance is seeking a Data Intelligence Engineer to design computational data pipelines, storage and integration for a computational drug discovery project. You will help build scalable data structures and workflows to support model inventory, metrics, and results tracking.

The contract runs 4 months (Sept–Dec) with remote work. Responsibilities include enabling ingestion from multiple sources, containerization for deployment, and developing scripts for molecule enumeration when time allows.

Formación

• Experience in data engineering for scientific data or computational chemistry environments.
• Relational database design and schema development experience.
• Experience building staging, integration, and data pipelines.
• Familiar with machine learning models, model metadata, and result tracking frameworks.
• Familiar with containerization and deployment workflows (Docker, API-based serving).
• Python scripting proficiency.

Responsabilidades

• Design and create database tables to support a model inventory, including ontology, model metrics, and model results.
• Enable ingestion and organization of results from various sources (custom ML models, co-folding affinity results, MPO calculations, other scientific calculations, FEP+ results).
• Facilitate model containerization and deployment on the AID self-service platform to enable automatic API deployment.
• Build data ingestion workflows for result integration with staging tables for inserts/updates.
• Develop scripts to enumerate virtual molecules using Free-Wilson or MMP transformations and compute predictions when time permits.
• Evaluate open-source models and methods to support project goals.

Conocimientos

Python

SQL

Scripting

Database design

Containerization

AWS

EC2

Machine learning

Scientific data

Herramientas

Docker

API deployment

Descripción del empleo

Mindlance is seeking a Data Intelligence Engineer to design computational data pipelines, storage and integration for a computational drug discovery project. You will help build scalable data structures and workflows to support model inventory, metrics, and results tracking.

The contract runs 4 months (Sept–Dec) with remote work. Responsibilities include enabling ingestion from multiple sources, containerization for deployment, and developing scripts for molecule enumeration when time allows.