Senior Machine Learning Engineer

August 23

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Loopio

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Proposal Management Software • Proposal Software • RFP Response • Sales Effectiveness • Proposal Writing

201 - 500

💰 Private Equity Round on 2021-03

Description

• Working closely with Product Managers, Architects and Data Scientists to design, build, maintain and optimize our data management and machine learning applications • Develop software to deliver and integrate machine learning product capabilities into our platform through REST services • Keep up with the latest ML Technologies and advancements and find ways to incorporate them into our existing solutions where applicable • Build data processing pipelines supporting data analysis and machine learning tasks, and automate data pipelines in production • Perform code reviews and add automated testing to ensure software quality is high • Collaborating with some of the brightest minds in the field and leveraging state of the art technologies in Python, ML/DL/NLP and cloud on a daily basis

Requirements

• Experience in a high growth agile software development environment • Experience developing machine learning-driven applications • Interest and have done work in statistical modeling and machine learning • A good understanding of ETL, data warehousing, data modeling and data architecting • The knowledge to work with data scientists and translate proof of concept models into production strength systems • Development skills in Python, relational databases such as MySQL or PostgreSQL, NoSQL databases, e.g, Redis or Cassandra, data processing frameworks such as Spark (DataBricks), or Presto (AWS Athena), and deep learning frameworks such as TensorFlow / Pytorch, Kinesis and Lambda • The ability to take projects on from early concept to a finalized production solution • Experience with microservice architectures • Strong test automation skills (unit and functional) • BONUS QUALIFICATIONS: Experience with container orchestration (leveraging tools like Docker, Kubernetes) • Experience with MLOps and CI/CD for ML enabled applications • Experience with Natural Language Processing techniques

Benefits

• Your manager supports your development by providing ongoing feedback and regular 1-on-1s • You have tons of autonomy and responsibility: this role provides an opportunity to try new things and push creative boundaries • You’ll learn more than you thought was possible; our team is obsessed with personal and professional growth (every Looper receives a professional mastery allowance each year) • You’ll be set up to work remotely with a MacBook laptop, a monthly phone and internet allowance, and a work-from-home budget to help get your home office all set up! • Join us in regular company socials, AMA (Ask-Me-Anything), and quarterly kick-off to celebrate the big wins and milestones as #oneteam! • You’ll be joining a culture that has thoughtfully built out opportunities for connections in a remote first environment. • We have Employee Resource Groups, various fun virtual activities, and many more moments for us to have fun and learn together! • You’ll be a part of an award-winning workplace and one of Canada’s fastest growing companies with ample opportunity to make a big impact here!