Location:Montreal
Type:Full-time
Remote status:Hybrid
Posted on:Sept 20, 2022

Mila, a global hub in artificial intelligence

Mila is a research institute for scientific advances that inspires Artificial Intelligence development and innovation for the benefit of all. Mila is making its results available to be a vector of change serving common good, and thus contributes to the development of innovation in Quebec.

Founded by Professor Yoshua Bengio of the Université de Montréal, Mila rallies researchers specializing in the field of artificial intelligence. Recognized globally for its significant contributions to the field of deep learning, Mila has stood out in the areas of natural language processing, machine translation, object recognition and generative models. Since 2017, Mila is the result of a partnership between the Université de Montréal, McGill University, École Polytechnique de Montréal and HEC Montréal. Mila is a vibrant research ecosystem that brings together more than 70 industry partners and 700 of the world's brightest artificial intelligence specialists.

Infrared Project

We live in an increasingly interconnected world, from our supply chains to our interpersonal relationships. Most of these global interactions leave digital traces, which provide us with a wealth of data that can be studied in order to gain insight into the modern world and address some of our most intractable challenges. One such challenge is that of human trafficking. At Project Infrared, we consider human trafficking as a network operation that could be seen and understood with the right AI tool, and we work on developing data-driven techniques that can flag suspicious network activity that exhibit signs of human trafficking. Currently, Project Infrared includes Masters and PhDs students as well as Professors in the fields of computer science and criminology. Furthermore, a dedicated Project Manager at Mila is responsible for ensuring that the tool is built robustly and deployed ethically among those with specialized functions related to the investigation and prevention of human trafficking. This team of people has succeeded in generating the building blocks of an AI solution but are looking for a software engineer to work closely with the research team, piece together different algorithms, and bring this work to the next level.

Job Description

We are seeking a Full Stack Software Engineer who is excited to work with a mission-driven organization that is pushing the boundaries of AI in service of social good. Here, you will have end-to-end ownership of your workstream and collaborate closely with our AI experts and criminologists to ensure the backend and frontend engineering integrate the cross-disciplinary approach we’re taking to this project. You’ll be joining a small team working at the forefront of network-identifying technology, solving a pressing and high impact global challenge with significant external visibility.

As a Full Stack Software Engineer, you will be responsible for managing the backend and frontend data that underpins the smooth running, usability and adaptability of the Infrared project. These responsibilities include mining the data available on the websites of interest, maintaining the data set, ensuring a seamless UX/UI experience and developing new features.

Required Qualifications

  • BSc degree in Computer Science or a related field

  • 5+ years of experience building large-scale software and web applications

  • 3-5 years of experience with distributed database system

Competencies

  • Familiarity with Linux

  • Proficiency with web scraping

  • Strong knowledge of Java, Python and Javascript

  • Strong database management experience with MongoDB, no SQL, ElasticSearch, Graph Databases (Neo4j)

  • Familiarity with Geographic Information systems (regional database design)

  • Data Crawling experience:

  • Web scraping (preferrably using Python Scrapy or Java)

  • Html parsing using JSoup or similar packages

  • Familiarity with html tags and web design

  • Beautifulsoup, requests, async programming, multi-threading

Assets

  • Capability in debugging and optimization

  • Experience developing applications using Postgres or SQL Server

  • Experience using VPN’s and Selenium and headless browsers

  • Experience with unit/ integration testing

  • Experience with Hibernate and/or SQLAlchemy experience

Good reasons to work at Mila

  • Benefit from excellent employment conditions (comprehensive group insurance program, Retirement Savings Plan with employer contribution, generous holiday policy);

  • A flexible 35 hour work week (32 hour summer schedule);

  • A holiday policy offering 22 days of holiday upon hiring;

  • A comprehensive group insurance program (health, dental, disability, life, health care account, travel insurance and extended benefits);

  • An employee assistance program;

  • Access to a telemedicine service;

  • A retirement savings plan with an employer contribution of up to 10% of salary;

  • A team of experts in their field, people who are passionate and exciting;

  • A collaborative and inclusive work environment.

Mila is an equal opportunity employer and is committed to diversity. We value the development of ideas in teams and cultivate an open and respectful work environment. The masculine gender is used for the sake of brevity only. We encourage all candidates to apply, however only those selected will be contacted. Thank you for your interest in Mila!

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