Machine Learning Scientist
3 weeks ago
**Machine Learning Scientist**
Gurugram, Haryana, India
This role is under the Machine Learning Team (part of the Pricing, Analytics, and Models team) which works with internal and external stakeholders to deliver leading-edge advanced analytical insights to benefit the businesses of AXA XL.
**DISCOVER your opportunity**
What will your essential responsibilities include?
- Support the gathering and validation of data required.
- Build algorithms and design experiments to merge, manage, interrogate, and extract data for building modeling data.
- Discover business insights in data using exploratory data analysis.
- Perform statistical analyses of internal and external data to elicit insights into risk which will form the basis of decision-support tools.
- Build project methodology; specify statistical models/analysis approach to be used.
- Work closely with pricing actuaries, underwriters, and other stakeholders to communicate and receive feedback on insights arising from statistical analyses and adapt analyses accordingly.
- Work with IT to implement models and create architecture to support data collection and validation.
This role will report to the Head of Machine Learning, Strategic Analytics
**SHARE your talent**
We’re looking for someone who has these abilities and skills:
**Required Skills and Abilities**:
- Masters in statistics, mathematics, economics, or another quantitative field.
- 3-5 years of relevant experience, experience in insurance preferred.
- Excellent working knowledge of R, Python, or similar (Experience in Azure Databricks is a plus).
- Ability to work with incomplete and messy data to extract useful information.
- Understanding of core analytical techniques like Cluster & Factor Analysis, Regression, Logistic Regression, GLMs, CART/CHAID/Decision Trees, Data Mining, Machine Learning Algorithms, Sampling Techniques, Design of Experiments, etc.
**Desired Skills and Abilities**:
- Excellent verbal and written communication skills; can effectively convey complex concepts to non-analytical people.
- Able to both work well self-directly and collaborate with people from multiple functions
- Internally driven and intrinsic motivation.
- Possesses natural curiosity and thinks outside the box
- Outstanding execution skills.
**FIND your future**
AXA XL, the P&C and specialty risk division of AXA, is known for solving complex risks. For mid-sized companies, multinationals, and even some inspirational individuals we don’t just provide re/insurance, we reinvent it.
How? By combining a comprehensive and efficient capital platform, data-driven insights, leading technology, and the best talent in an agile and inclusive workspace, empowered to deliver top client service across all our lines of business property, casualty, professional, financial lines, and specialty.
With an innovative and flexible approach to risk solutions, we partner with those who move the world forward.
**Inclusion & Diversity**
AXA XL is committed to equal employment opportunity and will consider applicants regardless of gender, sexual orientation, age, ethnicity and origins, marital status, religion, disability, or any other protected characteristic.
At AXA XL, we know that an inclusive culture and a diverse workforce enable business growth and are critical to our success. That’s why we have made a strategic commitment to attract, develop, advance, and retain the most diverse workforce possible, and create an inclusive culture where everyone can bring their full selves to work and can reach their highest potential. _It’s about helping one another — and our business — to move forward and succeed._
- Five Business Resource Groups focused on gender, LGBTQ+, ethnicity and origins, disability, and inclusion with 20 Chapters around the globe
- Robust support for Flexible Working Arrangements
- Enhanced family-friendly leave benefits
- Named to the Diversity Best Practices Index
- Signatory to the UK Women in Finance Charter
**Sustainability**
At AXA XL, Sustainability is integral to our business strategy. In an ever-changing world, AXA XL protects what matters most for our clients and communities. We know that sustainability is at the root of a more resilient future. Our 2023-26 Sustainability strategy, called “Roots of resilience”, focuses on protecting natural ecosystems, addressing climate change, and embedding sustainable practices across our operations.
Our Pillars:
- ** Valuing nature**:How we impact nature affects how nature impacts us. Resilient ecosystems - the foundation of a sustainable planet and society - are essential to our future. We’re committed to protecting and restoring nature - from mangrove forests to the bees in our backyard - by increasing biodiversity awareness and inspiring clients and colleagues to put nature at the heart of their plans.
- ** Addressing climate change**:The effects of a changing climate are far-reaching and significant. Unpredictable weather, increasing t
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