ML/AIWork

Software Developer – Full Stack

SOFTLINE TECHNOLOGY · Toronto, CA

Job description

Description Responsibilities

  • Design, implement, and continuously expand data pipelines by performing extraction, transformation, and loading activities.

  • Required to translate technical systems specifications into working, tested applications. This includes developing detailed programming specifications, writing and/or generating code, compiling data-driven programs, maintaining, and conducting unit tests.

  • Resolves and troubleshoots technical problems which arise during the use and operation of software packages, including technical assistance in implementation, conversion and migrations.

General Skills

  • Experience in programming and analysis; specialized software package support at the specified experience level

  • Ability to collaborate with IT Professionals throughout the Software Development Life Cycle

  • Experience in structured methodologies for the development, design, implementation and maintenance of applications

  • Experience in design, code, test, debug and document applications

  • Experience in the use of object and/or third generation language development tools

  • Experience in one or more programming languages

  • Experience in application design, latest design patterns, deployment and troubleshooting

  • Experience with relational and hierarchical database technologies

  • Experience in the use of information retrieval packages using query languages

  • Experience with one or more communications protocols

  • Experience in structured methodologies for the design, development, implementation and maintenance of applications

  • Experience eliciting and documenting information from diverse business area stakeholders and subject matter experts

  • Experience with application architecture, front-end & back-end integration, API development

  • Excellent analytical, problem-solving and decision-making skills; verbal and written communication skills; interpersonal and negotiation skills

  • A team player with a track record for meeting deadlines

Full Stack Skills

  • Proficient with both front end and back end development, including any associated areas such as database design/management and DevOps

  • Knowledge and experience with design and implementation of the overall web architecture

  • Experience with implementation of approved user interface, design and deployment of database

  • Knowledge and experience ensuring the entire stack is designed and built for speed and scalability

  • Knowledge and experience with the design and construction of REST API services

  • Knowledge and experience integrating front-end UI with the constructed API

  • Knowledge and experience in design and implementation of continuous integration and deployment

Desirable Skills

  • Knowledge and experience with programming Internet-ready applications

  • Knowledge and experience in rapid application development (RAD) methodologies

  • Knowledge and understanding of Information Management principles, concepts, policies and practices

  • Experience with middleware and gateways

  • Experience reviewing, analyzing, and modifying product installation scripts including encoding, testing, debugging

  • Ability to provide post-implementation support and resolve any post-implementation technical issues

  • Experience conducting design walkthrough sessions with project team

  • Knowledge and understanding of Accessibility for Ontarians with Disability Act (AODA) and related regulations and standards

  • Ability to provide user and system documentation as required

  • High level of knowledge around the Angular framework and JavaScript.

  • High level knowledge of front-end interfaces.

  • Strong knowledge of RESTful APIs and good understanding of Swagger files.

  • Demonstrated ability to create self-contained, reusable, and testable modules and components that build on the elements and modules of core AngularJS.

  • Experience creating, designing, and implementing layouts for new and existing web pages. Excellent knowledge of front-end web programming languages, such as HTML, CSS, JavaScript, and AngularJS, with ability to render server-side and client-side content.

  • Experience designing user interactions on websites, developing servers and databases for website functionality and coding for mobile platforms.

  • Fundamental knowledge of UX/UI.

  • Experience ensuring front end code is able to query APIs.

  • Experience with Java WebLogic and Java programming for web applications (Tomcat, Weblogic), EJB, Servlet

  • Strong database skills and SQL skills (Oracle, SQL Server)

  • Experience / knowledge of REST, SOAP web services.

  • Experience / knowledge of Azure DevOps, JIRA, agile/scrum

Experience Requirements Engineering Practices. Communication and Leadership – 10%

  • You are experienced senior member of development team, leading by example, taking ownership in design and delivery with strong track record for meeting deadlines

  • You have proven experience establishing and applying best engineering practices and standards.

  • You have experience working in Agile environment (Scrum, Kanban), collaborating closely with product managers, business analysts, and UX designers

  • You are invested in coaching and mentoring staff and fostering a culture of technical excellence

  • You have excellent analytical, problem-solving, and decision-making skills; verbal and written communication, interpersonal, and negotiation skills.

Technical Expertise and Full-Stack Proficiency – 55%

This category assesses your hands-on software development ability, deep knowledge across the entire software stack, and your proficiency with our core development technologies.

  • You have advanced proficiency in NextJS/ React.js (including NodeJS)

  • You have strong proficiency in modern Python development and a proven track record of designing and building RESTful APIs using FastAPI.

  • You have proven expertise with .NET Core Services/Web API, and C#

  • You have advanced knowledge of UI design, responsive design patterns and testable UI architecture.

  • You have strong understanding of Web Security, Public Security, 0Auth2.0, and JWT Authentication, and session management.

  • You possess expert knowledge of MS Azure SQL Server including DB encryption, tuning, stored procedures, triggers, user-defined functions, jobs, and query optimization.

  • You have experience with Cosmos DB, Redis cache and managed services.

  • You are familiar with Azure Key Vault for secure storage management.

  • Strong knowledge of application packaging and container-based deployments

  • You have strong working knowledge of Azure DevOps tools

  • You have demonstrated the ability to troubleshoot and resolve complex technical issues throughout development, implementation, conversion and deployment.

AI/ML Expertise – 15 %

  • You have direct experience with AI/ML development, deployment and integration.

  • You have hands-on experience with model training using TensorFlow and PyTorch.

  • You have experience in computer vision. You are proficient with OpenCV for image processing and computer vision tasks.

  • You have experience with computer vision model training and evaluation, tuning hyperparameters and evaluating model performance using metrics such as accuracy, precision, detection, etc.

Architecture and Design – 20%

  • You have experience and understanding of modern, cloud-based architecture.

  • You actively participate and own architecture and solution design and provide recommendations focused on the security, Web API, microservices, back-end and front-end layers

  • You have proven experience architecting complex applications, optimizing performance, and managing state effectively

  • You have strong experience in owning, designing and implementing reusable, and scalable components

  • You have hands-on experience with software architecture principles and patterns such as serverless architecture, Microservices, RESTful APIs.

Supplier Comments Closing Date/Time: 2026-08-10, 12:00 p.m. EST

Max submission: 1 (one)

5 days onsite

From HM –

This is a full stack role – with Python, .net, Restful APIs, NXTJS and Front end tools.

Please do not submit candidates who do not qualify for the RQ – they will not be evaluated – there is no learning curve for this position.

10 pages Max resume.

Must Have:

  • You have advanced proficiency in NextJS/ React.js (including NodeJS)

  • You have strong proficiency in modern Python development and a proven track record of designing and building RESTful APIs using FastAPI.

  • You have proven expertise with .NET Core Services/Web API, and C#

  • You have advanced knowledge of UI design, responsive design patterns and testable UI architecture.

Nice to have:

  • 3+ years of experience with relevant technology with ML models (area of computer vision)

ML/AI Work links you to the employer's original posting — always verify the details there before applying.

More Machine Learning roles

View all →
Software Developer – Full Stack
SOFTLINE TECHNOLOGY
Apply →