Data Scientist

ICwhatUC - AR Video for Enterprise; Calgary; Hybrid; CAD 100,000 - 140,000; Full time

Benefits offered by this job

Stock options

Unlimited vacation

Benefits + stipends for mobile/remote

Job summary

IrisCX is seeking a Data Scientist to push the boundaries of Visual Customer Experience across Calgary, Toronto, Vancouver, and Ottawa. The role focuses on real-time video analysis using NLP and CV, building production-ready ML models, and delivering MVPs through a hybrid work setup.

You will define vision, run research, test hypotheses, and collaborate with product owners, CTO, and engineering to bring analytical prototypes to production ready status.

Qualifications

• Proven experience in building production-ready applications with Python, PyTorch and TensorFlow.
• Hands-on experience with Tableau.
• Machine learning models and their version controlling, MLOps.
• Experience with MongoDB and MySQL is must.
• Must have experience with CI/CD stacks such as CloudBuild, Jenkins, CircleCI.
• Experience with building State of Art Models Inference based applications.
• JIRA, Confluence, Git, Docker, Swagger.
• Familiarity with Big Data frameworks and visualization tools (Cassandra, Hadoop, Spark, Tableau).
• Nice to have experience working with real-time video streaming applications.

Responsibilities

• Analyze raw data: assessing quality, cleansing, and structuring for downstream processing.
• Design accurate and scalable prediction algorithms.
• Collaborate with the engineering team to bring analytical prototypes to production.
• Generate actionable insights for business improvements.
• Working closely with Product Owners and CTO.
• Designing and testing NLP, computer vision algorithms, and predictive models.
• Building scalable architecture to support multiple platforms at the same time.
• Brainstorming new product ideas and bringing them to life.
• Working with the design team to make the most appealing products.
• Work with the sales team to understand customer’s pain points and to develop strategies for client engagement.

Skills

Python

PyTorch

TensorFlow

Flask

Tableau

MongoDB

MySQL

CI/CD

Docker

Swagger

Big Data

Video streaming

Tools

MongoDB

MySQL

Jira

Confluence

Git

Docker

Swagger

Spark

Hadoop

Cassandra

Job description

IrisCX is a dynamic software startup spread across Calgary, Toronto, Vancouver, and Ottawa. We are looking for a Data Scientist to join our team to help push the boundaries of Visual Customer Experience.

Ideal candidates would have proven experience working in a hybrid environment. Proven track record with NLP, Computer Vision, and statistic modeling algorithms. Ideal candidates will be able to demonstrate the pros and cons of existing commercial off-the-shelf solutions along with the capabilities to build custom solutions utilizing the latest machine learning and AI technologies capitalizing on early research and academic whitepapers.

As a data scientist, you will be instrumental in defining the vision and building customer-critical features in the product. You will be developing real-time video analysis applications utilizing the latest AI technologies. You will be conducting research, testing hypothesis, and showcasing MVPs ongoing.

At IrisCX, we are OKR-driven. We set goals, and we measure success against them. Everyone in the company carries individual KRs that align with the overall success of the company.

Please be ready to demonstrate your portfolio. Prepare by having concrete measurable examples of where your efforts made a difference for the company.

The interview process will consist of three stages:

• Video pre-screening. Self-Guided video submission using IrisCX. Instructions will follow post-application.
• Technical interview with the team. Hands-on technical pre-screening where you will be required to solve a problem within the 1-hour time window. Help and specific instructions will be provided.
• Leadership interview. You will meet an irisCX leadership team and will be tested on various business topics, and general communication, sales, and collaboration concepts.

Responsibilities

• Analyze raw data: assessing quality, cleansing, and structuring for downstream processing
• Design accurate and scalable prediction algorithms
• Collaborate with the engineering team to bring analytical prototypes to production
• Generate actionable insights for business improvements
• Working closely with Product Owners and CTO
• Designing and testing NLP, computer vision algorithms, and predictive models
• Building scalable architecture to support multiple platforms at the same time
• Brainstorming new product ideas and bringing them to life
• Working with the design team to make the most appealing products
• Work with the sales team to understand customer’s pain points and to develop strategies for client engagement

Qualifications

• Proven experience in building production-ready applications with Python, Pytorch/TensorFlow, Flask
• Hands-on experience with Tableau
• Machine learning models and their version controlling, MLOps
• Experience with Mongo, MYSQL is must
• Must have experience with CICD stacks such as CloudBuild, Jenkins, CircleCI
• Experience with building State of Art Models Inference based applications
• JIRA, Confluence, Git, Docker, Swagger
• Familiarity with Big Data frameworks and visualization tools (Cassandra, Hadoop, Spark, Tableau)
• Nice to have
• experience working with real-time video streaming applications

Join us and be part of building exciting technology that will change Visual Customer Experience forever

IrisCX has an employee stock option plan – one of the perks of joining a company as one of its foundational team members! Stock options are built directly into our compensation plan and are offered as a bonus when we hit collective company goals.

Unlimited vacation

• IrisCX offers unlimited vacation to give our team the opportunity to rest and recharge without thinking about a ‘vacation bank’. We take a minimum of two weeks off per year, and we are empowered to take more than that as long as we make sure to balance it with our workload.

Stock options

• IrisCX has an employee stock option plan – one of the perks of joining a company as one of its foundational team members! Stock options are built directly into our compensation plan and are offered as a bonus when we hit collective company goals.

Benefits

• All full-time IrisCX team members have access to our employer-paid comprehensive benefits plan and digital wellness benefit.
• We also offer stipends for mobile phones and remote work setup.
• We also offer stipends for mobile phones and remote work setup.

At IrisCX, you’re empowered to work wherever you want. We work asynchronous-first, with the goal of reducing company-wide meetings and empowering our team to choose the working hours that serve them best. Some customer-facing jobs may require a specific time zone and working hours.