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Machine Learning Software Engineer

Company

Impact AI Inc

Address Canada
Employment type FULL_TIME
Salary
Expires 2023-11-12
Posted at 1 year ago
Job Description

Impact AI was founded in 2021 with the vision to transform and modernize the use of data in industrial environments. We are seeking a Machine Learning Software Engineer with a focus on computer vision applications to join our team developing software products. Our products include systems to improve efficiency in airfield operations, and applications to improve productivity and product quality in advanced automated welding environments.

As part of a fast-growing startup team, you will be responsible for contributing to product development from conception to completion. This includes project management, technical architecting, machine learning model development, technical client interactions, and customer-facing demonstration developments.

This position is remote, where the team interacts virtually, with occasional travel to conferences and customer facilities throughout North America.


Your Responsibilities:

  • Discuss with stakeholders to define problems and communicate high-level technical solutions
  • Continuous learning regarding the latest developments in data science techniques
  • Technical writing including white papers, manuscripts, and intellectual property
  • Project planning, tracking, and reporting using JIRA software and Scrum
  • Develop software demonstrations for sales generation, potentially including prototype software interfaces
  • Build, train, and deploy state of the art machine learning models
  • Generation of video and/or image datasets using both synthetic techniques and live data-collection


Required Skills & Experience:

Education:

  • Undergraduate or Graduate degree in computer science or engineering


Experience:

  • Minimum of 1 year machine learning experience, with at least 6 months spent on computer vision or image-based applications
  • Minimum of 2 years software development experience
  • Preference will be given to candidates with experience developing solution from conception to completion


Skills:

  • Proficient understanding of artificial intelligence and machine learning theory
  • Proficiency in Python and its machine learning libraries, such as TensorFlow and PyTorch
  • Proficient understanding of software engineering practices and fundamentals (data structures, algorithms, software architecture and testing, object-oriented programming)
  • Expertise in machine learning with a significant focus on computer vision and/or image analysis
  • Experience translating high-level problem description into appropriate technical solutions
  • Experience with data collection, cleaning, and preprocessing for image and/or video data
  • Strong problem-solving skills and ability to work independently as well as in a team


Bonus Points For:

  • Experience working with C++ interface for ML and computer vision tools (e.g. TensorFlow, OpenCV)
  • Exposure to HPC workflows, compute clusters and cloud computing services (e.g. SharcNet, AWS, Azure)
  • Experience developing desktop or web applications as needed for sales demonstrations
  • Exposure to database software (e.g. SQL)
  • Experience deploying and/or maintaining machine learning models in an industrial environment
  • Experience working with point-cloud data (e.g. LiDAR)


You’ll Love This Job If:

  • At some point in your life, you have owned a rubix cube
  • Writing efficient, clean code brings you a deep sense of peace
  • You enjoy working in cross-functional teams and are eager to participate and share your ideas
  • You’re psyched to talk about the latest updates from DeepMind and OpenAI
  • You are passionate about something – tell us about it!
  • You’re ready to take advantage of the freedom we provide you to explore and find ways to push boundaries
  • You have the ability and desire to occasionally travel locally, nationally, and internationally


At Impact AI We Value:

  • Self-directed learning – we empower our team members to adapt new technologies and methodologies
  • Diversity – we welcome and value a wide range of backgrounds and experiences!
  • Honesty & Transparency - sharing feedback, challenges, and ideas among team members
  • Teamwork – we promote and provide a collaborative and supportive work culture
  • Be Kind – we are a close-knit team, despite being remote. We win together, lose together, learn together
  • Own Your Work – we value action over words and will empower you to get things done


Benefits:

  • Compensation in the form of salary and stock options
  • Professional development opportunities for staying up to date with latest technologies and trends
  • Generous vacation policy and flexible working hours
  • Opportunity to grow into a leadership role


We are looking for a full-time, long-term employee and we’ll hire as soon as we meet the right person. Target annual salary in this position is $91,000 to $102,000 depending on experience.


Impact AI is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. Our company strives to provide a supportive atmosphere for under-represented individuals in business and STEM fields, including a focus on work-life balance and employee mental health.


Please include a cover letter and resumewith your application. These may be also be sent by email to [email protected] and use Job Application – Machine Learning Software Engineer in the subject line.