Data Scientist II

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Who we are at Embroker

Embroker makes commercial insurance simple. 

Since 2015, our team has worked to bring the insurance industry into the 21st century and beyond. Backed with $150M in funding, Embroker is creating the go-to business insurance for high-growth companies. Our digital-first experience combines the best policies with the right rates that fit customer needs.

Nothing is possible without our team. As part of the Embroker Pack, you will have a direct and enormous impact on daily operations, team interactions, and culture. You’ll build cool things, meet great people, and grow with us. All from the comfort of your couch.

We are helping businesses plan for tomorrow, so they can change the world today. Are you in?


The value of this position 

The company has been incredibly successful in selling its flagship business insurance product to institutional backed startups. Now, the company is expanding this offering to all private companies.The data science team has been tasked with optimally pricing this product and creating an automated premium quoting engine for Cyber Insurance using machine learning. This position is 100% remote based in India. 


What you will own in this role 

As a founding member of the data science team, the data scientist will be an integral part of optimizing premium pricing, predicting tail risk triggers, and creating an automated price quoting engine. The data scientist:

  • Will have two to five years of data science and/or machine learning experience
  • Is excited about expanding use cases for existing models, making improvements to current models, and working closely with business to put models into production.

After some experience, the data scientist would be also involved in:

  • Identifying new datasets,
  • Researching optimal algorithms to reduce portfolio loss, and
  • Deriving insights to improve products and customer experience.

As a fully remote organization, the candidate will need to be self-driven.


What experience we think is the right fit 


Core competencies:

  •   Hands-on experience with data-centric language (Python) not only to manipulate data and draw insights from diverse data sets but also to integrate models into production services.
  •   Hands-on experience in various Python libraries (Matplotlib, Numpy, Pandas, and Scikit-Learn) and Jupyter Notebook
  •   Knowledge and experience in statistical and data mining techniques, e.g., regression, clustering, classification
  •   Working cross-functionally to define problem statements, collect data, build analytical models, and drive solutions
  •   Ability to communicate data driven stories to technical- and non-technical audience

 

Preferred competencies:

  •   Hands on experience in Keras and SQL
  •   Familiarity with neural networks, natural language processing, recommender systems
  •   Domain knowledge in insurance, financial services, advertising, or marketing industry

 

To apply:

  •   Resume
  •   Link to Github


Our Pack at Embroker lives our values

  • Pack First
    We succeed and fail as one team. We always optimize for what is best for our entire organization. We communicate honestly and openly, treat each other with mutual respect, and assume positive intent in interactions. 
  • Create Magic
    We deliver delightful experiences at every customer touchpoint and dedicate ourselves to make each one exceptional. We build transformational world-class products by applying our full creativity to find solutions to even the hardest problems. 
  • Be All-In
    We make focused commitments. We are accountable to ourselves and each other to deliver on time. We 
  • move fast and attack challenges with relentless positivity. We build things that make us proud.


We believe that systemic structures and practices disproportionately disadvantage the most marginalized people in society — including people of color, people from working-class backgrounds, women, and LGBTQ people. We believe that these communities must be represented and included in the work we do, to make our Pack stronger, more creative, and improve the way we do business. We strongly encourage applications from people with these identities or who are members of other marginalized communities.

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Technology we use

  • Engineering
  • Product
  • Sales & Marketing
  • People Operations
    • GolangLanguages
    • PythonLanguages
    • RLanguages
    • SqlLanguages
    • CSS Languages
    • HTMLLanguages
    • ReactLibraries
    • ReduxLibraries
    • JupyterFrameworks
    • KubernetesFrameworks
    • Node.jsFrameworks
    • SnowflakeDatabases
    • AWS (Amazon Web Services)Services
    • GitHubServices
    • GitLabServices
    • Google CloudServices
    • Google AnalyticsAnalytics
    • LookerAnalytics
    • CanvaDesign
    • FigmaDesign
    • ConfluenceManagement
    • Google DriveManagement
    • Google DocsManagement
    • Google SlidesManagement
    • JIRAManagement
    • Monday.comManagement
    • WordpressCMS
    • DocuSignCRM
    • HubSpotCRM
    • SalesforceCRM
    • PardotEmail
    • MailreachEmail
    • ApolloLead Gen
    • SlackCollaboration
    • ZoomCollaboration
    • Monday.comProject Management

An Insider's view of Embroker

How does your team reward individual success?

Pack First: We succeed and fail as one team. We optimize for what is best for our entire organization. We always assume positive intent.
Create Magic: We strive to amaze and delight at every touchpoint. We make our work fun through teamwork, play, and positive energy.
Be All In: We are 100% committed. We move fast and are proud of what we build.

Yuyi Kitano Lum

Marketing Operations Specialist

What does your typical day look like?

I work with everybody because everybody works with email. So I’m working with Sales, the Customer Success team, the Sales Development Reps and the DemandGen team, which research the leads that we reach out to. My job touches everybody so I have all these different chains of communication going on every single day.

David Li

Marketing Operations Manager

What makes someone successful on your team?

My team is really good at coming up with solutions for problems. I am really proud of us for that. I know that’s very broad, but whenever a problem comes our way, I feel we’re well equipped to problem solve on the fly. We are here to take these inefficient processes, chop them down, and make it a lot easier and more pleasant to work.

David Li

Marketing Operations Manager

What is your vision for the company?

VISION:
Embroker is the radically simple destination for industry tailored commercial insurance

Ben

CEO

How does your team reward individual success?

Via Bonusly we award for our 3 Pack Values
PACK FIRST
CREATE MAGIC
BE ALL IN

Deanna

General Counsel; VP of Compliance

What are Embroker Perks + Benefits

Embroker Benefits Overview

Our Pack is enrolled in Medical, Dental, and Vision benefits on the first of the month after your date of hire. Embroker’s Flexible Time Off policy allows employees to take paid time off as needed for personal, religious, and cultural reasons. Paid sick days are covered under this policy. We offer 12 weeks of Paid Parental leave following the birth, adoption, or placement of a child. We also have a 401(k) Retirement Benefit for our US Employees.

Culture
Partners with nonprofits
Open door policy
OKR operational model
Team based strategic planning
Pair programming
Open office floor plan
Employee resource groups
Quarterly engagement surveys
Hybrid work model
In-person revenue kickoff
Employee awards
Flexible work schedule
Remote work program
Diversity
Highly diverse management team
Mandated unconscious bias training
Diversity manifesto
Hiring practices that promote diversity
Interview training, sourcing commitments, data analysis of hiring practices.
Diversity recruitment program
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Disability insurance
Dental insurance
Vision insurance
Health insurance
Life insurance
Pet insurance
Wellness programs
Team workouts
Mental health benefits
Wellness days
Financial & Retirement
401(K)
401(K) matching
Company equity
Employee stock purchase plan
Performance bonus
Charitable contribution matching
Child Care & Parental Leave Benefits
Childcare benefits
You can contribute $5,000 FSA to cover dependant care.
Generous parental leave
All Pack members are eligible for Paid Parental Leave, for up to twelve (12) weeks, in a twelve-month period following the birth of a child, adoption of a child, or new placement of a foster child.
Family medical leave
Return-to-work program post parental leave
Vacation & Time Off Benefits
Unlimited vacation policy
Generous PTO
Paid holidays
Paid sick days
Flexible time off
Bereavement leave benefits
Company-wide vacation
Office Perks
Commuter benefits
Free snacks and drinks
Some meals provided
Company-sponsored happy hours
Pet friendly
Fitness stipend
Home-office stipend for remote employees
Meditation space
Professional Development Benefits
Job training & conferences
Lunch and learns
Promote from within
Mentorship program
Continuing education available during work hours
Online course subscriptions available
Customized development tracks
Paid industry certifications
Virtual coaching services

Additional Perks + Benefits

We truly value thier well-being and support them in every way we can.
1. Rightway
2. One Medical
3. EAP
4. Bonusly
5. WFH Allowance

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