Software Development Engineer Intern

il y a 4 semaines

Bidart, France SOPHiA GENETICS Temps plein

This position is in partnership with the ESTIA School, located in Bidart. Only applicants from this institution will be reviewed and considered for the position. 

Complete an internship project at SOPHiA GENETICS whose mission is to build the future of AI-assisted medicine, joining the Genomic Workflow Enhancement as a Software Development Engineer Intern. 

Your mission: 

Help us make the most of our distributed system’s resources by working closely with our "executor" component. The executor is a key part of our system, turning data scientists' code (called "pipelines") into tasks that run smoothly across many machines. As an intern, you’ll help build machine learning models to smartly allocate resources, improve system performance, and lower costs. 

This project could make a big difference By improving how we allocate resources, we aim to speed up pipeline execution and lower infrastructure costs, creating a more efficient and affordable system for managing large data pipelines.

You’ll be involved in:

Creating a resource usage prediction service for tasks. Understanding and extracting part of the code that is currently present in the executor concerning the prediction and creating an independent service.  Resource utilization analysis: conducting an assessment of current resource utilization patterns within the distributed system. Cost and performance optimization: adjust the learning models to improve time-to-completion (TaT) and reduce operational costs.  Improving the existing model.  Extend the prediction service. Checking the opportunity to extend the prediction service from memory to other metrics, like CPU and Disk usage. 

Requirements

Experience in working with Java.  Familiarity with Python is a plus. Familiarity with data analysis and interpretation.  Strong communication skills in English, both written and verbal.  Ability to work effectively in a collaborative team environment while being autonomous in task management.  Motivation to learn and continuously improve.  Strong problem-solving mindset and adaptability to complex, real-world challenges. 

Benefits

What you will learn: 

Gaining hands-on experience in developing machine learning models for resource optimization in a large-scale distributed system. Understanding how to integrate machine learning models into operational systems for optimizing performance and reducing costs. Learning to analyze and manage resources in a distributed computing environment, focusing on the integration of additional metrics like CPU and disk usage. Developing practical experience in optimization and performance enhancement within a real-world infrastructure. 

Location: Bidart, France 

University Partner: ESTIA Students – Applications will be given priority as part of the partnership between SOPHiA GENETICS and ESTIA. 

Start: March 2025 

Contract type: 6-month internship 

All SOPHiA GENETICS internships & apprenticeships are paid as per each country's best practices and degree level.

Application process 

Apply now with your CV and any supporting information. 

Suitably qualified candidates will be invited through an interview and screening process where you will speak with members of our Talent Acquisition Team, the hiring leader, alongside key colleagues, and stakeholders from across the business. 

As a global business, English is our primary language and English-only speakers will be involved in your recruitment process. All resumes should be in English for a successful review 

SOPHiA GENETICS: 

We believe there is a smarter, more data-driven way to make decisions in healthcare and our AI SaaS Platform enables that. You will have direct input into our mission to radically improve the outcomes for Cancer & Rare Disease patients globally. Enable our customers to push industry boundaries, as we pioneer into newly discovered fields and combine complex, multi-modal data for the first time 

For more information, visit our website:  

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