Software Developer 2, AI/ML
Ottawa, ON, Canada
Kinaxis
Revolutionize supply chain management with Kinaxis. Get end-to-end transparency to make fast, collaborative decisions with the power of concurrency.About Kinaxis
Elevate your career journey by embracing a new challenge with Kinaxis. We are experts in tech, but it’s really our people who give us passion to always seek ways to do things better. As such, we’re serious about your career growth and professional development, because People matter at Kinaxis.
In 1984, we started out as a team of three engineers. Today, we have grown to become a global organization with over 2000 employees around the world, with a brand-new HQ based in Kanata North in Ottawa. As one of Canada’s Top Employers, we are proud to work with our customers and employees towards solving some of the biggest challenges facing supply chains today.
At Kinaxis, we power the world’s supply chains to help preserve the planet’s resources and enrich the human experience. As a global leader in end-to-end supply chain management, we enable supply chain excellence for all industries, with more than 40,000 users in over 100 countries. We are expanding our team as we continue to innovate and revolutionize how we support our customers.
Location
Our office in Ottawa, Canada
About the team
You would be joining a 'full-stack AI/ML team' at Kinaxis that is responsible for delivering complete functionality from the platform up to the solution, which functions in the supply and demand space for verticals such as Retail, Consumer Packaged Goods, Life Sciences, etc. This includes problems in the space of forecasting, optimization, replenishment, recommendation, explainability, and more. You will contribute to a product that delights customers world-wide!About the role
- As a Software Developer 2, you are a proficient level professional with well-defined experiences, who contributes to and supports the software development lifecycle including the design, development, troubleshooting, maintenance, debugging and testing of components throughout the feature development and improvement process. You will work alongside senior developers to hone your skills, contributing to progressively more complex development or testing. You will actively participate in information and development sessions, offering opinions and feedback to contacts within and outside the direct team.
- All aspects of the machine learning development life cycle are familiar to you. You are passionate about shipping large-scale software systems in a fast-paced environment, but are able to balance longer-term issues such as maintainability, scalability and quality. You have worked with machine learning and data analysis libraries but realize building a machine learning system is much more than just calling a few APIs.
- You have a strong interest in troubleshooting, debugging problems, integrating software end-to-end, building and setting up new development tools and infrastructure, and are excited about finding ways to automate and improve development and release processes while mentoring other developers.
- You are fluent in Python object-oriented development and in the cloud. In addition to working with modern data storage, you are familiar with Kubernetes, Docker, and have hands-on experience with big data technologies. You have the ability and enthusiasm to learn new technologies whether they are infrastructure, language, or platform, and easily adapt to change.
- You are a team player, a quick starter and a problem solver. You are comfortable discussing requirements with product managers. You work well in a cross-functional team, and can listen and contribute to discussions. You ideally provide readily available solutions while considering technical aspects, effort, and risk.
- You will collaborate closely with agile team members to support the design or testing of a functional area, implementation and testing of small to medium size features, and fix bugs, or re-test, those that are routine to moderate in difficulty under the guidance of senior developers.
- Under the guidance of senior developers, you will design, or test Kinaxis software components of a single functional area to support feature development within low to medium complexity functional areas.
- You will identify and suggest areas of code or tests to be refactored and write, refactor or modify areas of code that are medium-sized and have moderate interdependencies. You will work with senior developers to identify potential pitfalls.
- You will log defects and provide explanations for product behaviour, and suggest workarounds to customer support. You will resolve or re-test minor software defects and work with team members to fix and test moderate defects.
- You will eliminate obvious and subtle bugs in the product or in automated tests and write effective manual and automated functional tests to apply to functional areas. You will augment test frameworks or test tools, submit code for review, and incorporate feedback as well as act as reviewer for code submitted by other developers.
- You proactively seek opportunities to learn and develop your skills, such as through participation in a mentoring program, technical training, and attending conferences.
What we are looking for
- Bachelor’s degree or equivalent in Computer Science or a related field with focus in artificial intelligence, machine learning, or a related specialization.
- Strong software engineering skills with a minimum of 2 years experience in ML enterprise software development.
- 4 years of progressive software development experience including experience working in an enterprise grade software application. Operated as a development prime on several med-high complexity features and can describe the SLDC process followed to deliver those capabilities, the challenges faced and how they were overcome.
- Proficiency in Python, object-oriented paradigm and Python design patterns.
- Strong understanding of machine learning algorithms with experience writing, debugging and optimizing ML data structures, pipelines and transformations.
- Ability to work in *nix environments
- Experience working with containerization and orchestration technologies (Docker, Kubernetes).
- Disciplined approach to software testing including unit testing and Continuous Integration.
- Strong written and verbal communication skills.
- Intermediate analytical and problem-solving skills.
- Ability to plan and provide well thought-out opinions on technical issues.
#Intermediate, #LI-EM1
Work With Impact: Our platform directly helps companies power the world’s supply chains. We see the results of what we do out in the world every day—when we see store shelves stocked, when medications are available for our loved ones, and so much more.
Work with Fortune 500 Brands: Companies across industries trust us to help them take control of their integrated business planning and digital supply chain. Some of our customers include Lockheed Martin, Yamaha, P&G, Honda, and more.
Social Responsibility at Kinaxis: Our Diversity, Equity, and Inclusion Committee weighs in on hiring practices, talent assessment training materials, and mandatory training on unconscious bias and inclusion fundamentals. Sustainability is key to what we do and we’re committed to net-zero operations strategy for the long term. We are involved in our communities and support causes where we can make the most impact.
People matter at Kinaxis and these are some of the perks and benefits we created for our team:
- Flexible vacation and Kinaxis Days (company-wide day off on the last Friday of every month)
- Flexible work options
- Physical and mental well-being programs
- Regularly scheduled virtual fitness classes
- Mentorship programs and training and career development
- Recognition programs and referral rewards
- Hackathons
Kinaxis welcomes candidates to apply to our inclusive community. We provide accommodations upon request to ensure fairness and accessibility throughout our recruitment process for all candidates, including those with specific needs or disabilities. If you require an accommodation, please reach out to us at recruitmentprograms@kinaxis.com. Please note that this contact information is strictly for accessibility requests and cannot be used to inquire about application statuses.
Kinaxis is committed to ensuring a fair and transparent recruitment process. We use artificial intelligence (AI) tools in the initial step of the recruitment process to compare submitted resumes against the job description, to identify candidates whose education, experience and skills most closely match the requirements of the role. After the initial screening, all subsequent decisions regarding your application, including final selection, are made by our human recruitment team. AI does not make any final hiring decisions.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Agile APIs Big Data Computer Science Data analysis Docker Engineering Kubernetes Machine Learning Pipelines Python Testing
Perks/benefits: Career development Conferences Flex hours Flex vacation Startup environment
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