Senior Data Scientist, Machine Learning

About the Employer
Annual Salary
Not disclosed

Job Description

Senior Data Scientist, Machine Learning

On behalf of our client, Procom is seeking a Data Engineer - Analytics for a permanent opportunity in Vancouver, BC.

You will be entitled to work with a production environment over 100 million user base.

How can we gain a fundamental understanding of what makes our members happy?

Best of all, your work will have a direct positive impact on our millions of members daily.

You will work on our AI Squad, working vertically across the... organization.

Working alongside Data Scientists, Data Engineers, BI, Architects and Product Managers, you will be solving complex problems.

Senior Data Scientist, Machine Learning

Job Details

Explore, design and build AI prototypes capable of significantly altering our users experiences

Develop detailed data models to explain user behavior and discern complicated patterns
Dive into the data to analyze subtle trends in business performance, presenting insights and stories through the data in accessible ways
Work alongside our Architects to evaluate and review the algorithms we use to match users
Design and building complex predictive models, creating forecasts, and mining deep insights from raw and unstructured data
Perform deep dives into unstructured data and build complex models to extract valuable insights into our users and the business
Perform time series analysis and forecasting for a variety of important business and operational metrics
Coordinate with the Product team to identify and measure key business areas and provide them with actionable insights
Evangelize a data-driven culture
Participate in a highly collaborative environment, we want you to share your expertise!

Senior Data Scientist, Machine Learning Mandatory Skills

M.S or PhD in a quantitative field such as physics, mathematics, computer science, statistics, biostats, or economics
Minimum of 2+ years post graduation experience as a Data Scientist, Research Scientist or Machine Learning Engineer
Familiar with cutting edge deep learning techniques and associated tools (such as PyTorch/Tensorflow)
Strong programming skills with history of deployment to production at scale

Proven track record of productionizing machine learning solutions for stakeholders at scale
Solid understanding of mathematical modeling and statistics: inference, Bayesian methods, graphical models, network theory, likelihood estimation, Monte-Carlo methods and sampling theory
Experience working with and deploying recommender systems
Understanding of how to optimize machine learning models (parallelization, batching techniques, etc)
Ability to rapidly acquire and adopt new knowledge and techniques
Ability to think creatively about problems and not afraid to go outside the box
Proficient with standard SQL and relational databases
Familiarity with Pythonand/or R and their data science/machine learning packages
Comfortable working independently on large projects (demonstrated via industry or academic experience) or as part of a diverse team of different skills as necessary
Ability to see the big picture and how your work relates to clients entire business - and the ability prioritize your research work accordingly
Experience with GCP/AWS or other cloud providers

Senior Data Scientist, Machine Learning Start Date

ASAP

Senior Data Scientist, Machine Learning Assignment Length

Permanent

Senior Data Scientist, Machine Learning Work Location100% Remote, PST Working hours, if onsite visit is required later, full vaccination (2 Two shots) proof is mandatoryShow full descriptionCollapse

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