Senior Data Scientist
2 months ago
Individually we are people, but together we are Aviva. Individually these are just words, but together they are our Values – Care, Commitment, Community, and Confidence.
Join an exciting team of data scientists and engineers at the forefront of using data to drive decisions at every level of our organization. The insurance industry is transforming, and you get to be in the driver's seat of this data-driven technology revolution.
You will work on impactful projects that range from predicting customer lifetime values to optimizing customer journeys or leveraging machine-learning algorithms to automate and predict claim outcomes and find new and innovative ways to impact our customers.
As a senior data scientist, you will be part of the Data Science and Innovation team, a dynamic team with exposure to different business partners and direct influence on future products and innovative solutions. You will be integral to the end-to-end modelling process, from ideation to production support to model monitoring. With support from our team and your paired mentor, you will develop and deploy machine learning and statistical models for practical applications that impact millions of customers. The team has already developed algorithms used in production systems, and you will be part of the team expanding these algorithms' scope. Grow your career with us as we create the InsureTech revolution
The insurance industry has entered a period of unprecedented change, disruption, and rapid technological development. Aviva recognizes that in this rapidly changing environment building a distinctive capability in Data Science is essential - demonstrating this dedication through developing our Data Science Practice. If you are passionate about Data Science and leveraging your analytical prowess to tackle business challenges, this role could be for you. We are adopting new technology and exploring new ways of working. With our constant advancement, you will be at the forefront of a fast-evolving field. These exciting roles are at the heart of an impactful Data Science team that is redefining Aviva in the Digital age. Here, we create a long-lasting legacy and optimize every customer's experience.
What you'll do
Transformation of sophisticated data sets into meaningful conclusions & recommendations
Develop innovative solutions for pattern recognition using machine learning and statistical approaches.
Maintenance of a growing set of data mining tools, frameworks & approaches
Communicate practical recommendations based on insights/model results.
Driving co-ordination/delivery accountability of project and BAU delivery based on timelines & direction.
Driving conformance/Alignment to IT/Enterprise Architecture standards (where applicable)
What you'll bring
An educational background in computer science or engineering, math, statistics, physics or a related field. A minimum of an MSc is required, and PhD is preferred.
5+ years of experience with model development and working with large datasets. This can include experience from any industry or academia (post-doc experience).
5+ programming experience in Python with a good grasp of software engineering standard methodologies such as code-reusability, modularity, use of reports, etc.
What sets you apart
A growth mindset with versatile skills and ability to work through problems from first principles.
A portfolio of projects that demonstrate your ability to draw inferences from data. This includes participation within the broader data science community, including Kaggle competitions or any personal projects with open data.
A can-do teammate willing to roll up their sleeves and do whatever is needed to move projects forward. That means, at times you will wear different hats and be a project manager, developer, modeler and chief communicator of solutions.
Outstanding communication skills and ability to translate and communicate complex algorithms to non-technical individuals. Someone who understands that it is not enough just to have a phenomenal algorithm but meaningful to build an agreement for the solution from different partners.
The best problems in the industry are yet to be articulated. We need someone who is creative, self-motivated and can lead projects independently.
What you'll get
Competitive rewards package including base compensation, eligibility for annual bonus, retirement savings, share plan, health benefits, personal wellness, and volunteer opportunities.
Our vacation package starts at 4 weeks
Exceptional Career Development opportunities.
We'll support your professional development education.
Hybrid work model
Aviva Canada has an accommodation process in place to provide accommodations for employees with disabilities. If upon commencement of employment, you require a specific accommodation because of a disability, please contact your Talent Acquisition Partner so that an appropriate accommodation can be arranged. This process applies throughout your career with Aviva Canada.
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