Senior Machine Learning Engineer (Remote)
Company: Doma
Location: Portland
Posted on: June 21, 2022
Job Description:
Build the solution that transforms the real estate industry!Want
to infuse a $34B sector of the insurance and real estate industry
with predictive analytics and a tech-forward customer experience?
Yearning for a startup culture within a profitable nationwide
company? Join Doma and send an entirely new type of real estate
model into the world.About UsDoma and its family of brands - States
Title, North American Title Company (NATC) and North American Title
Insurance Company (NATIC) - offer solutions for lenders, real
estate professionals, title agents, and homeowners that make
closings vastly more simple and efficient, reducing cost and
increasing customer satisfaction.Our Values
- Customer Obsessed - We always put our customers first.
- Solution Driven - We solve problems that other people are
afraid to.
- People leaders - We grow all of our people into leaders.
- One Team - We believe inclusion and teamwork produce the best
results.
- Direct with Respect - We communicate with honesty and respect
to our colleagues, customers, and partners. We're looking for
someone who is thrilled by the prospect of developing machine
learning products that will have a transformative impact on the
real estate industry. This is a unique opportunity to work on some
of the core machine learning products in a company that is built
around machine intelligence. On our team, you will serve as a go-to
person for engineering best-practices, and for developing and
improving models and feature engineering pipelines.Our team works
on a variety of exciting problems, including our patented instant
underwriting model, on which the company was founded. Our team is
always evaluating new products and projects, so there is never a
dull moment!Responsibilities
- Help develop of new machine learning models in support of
exciting company-wide initiatives
- Serve as an expert on topics such as writing performant python
code and model governance
- Develop and improve the infrastructure used for building and
deploying the core machine learning models used by the Underwriting
& Risk team
- Improve pipelines for data ingestion and feature engineering
Required Skills & Experience
- 4+ years of relevant experience writing production code for
machine learning models
- Expertise in Python, SQL, Docker, etc.
- Knowledge of core programming concepts, including
object-oriented programming, unit testing, etc.
- Understanding of fundamental data science concepts, and have
experience with common tooling and packages used for machine
learning
- Experience in the domains of risk, credit, insurance, and/or
financial forecasting is a plus We want the work you do here to be
the best work of your life.We believe the most valuable investment
we can make - and the greatest boost we can give to your career -
is to build an outstanding team of colleagues who are passionate
about our mission.We currently offer the following benefits and
will continually evolve them with the goal of efficiently
attracting, retaining, and leveraging the very highest quality
talent.
- Our passionate, capable team will always be our #1 benefit
- We are proud of the team we have built so far, and we are
excited about the team we have yet to add
- Learn something new every day
- Get more done than you would anywhere else
- Competitive salaries
- Top-of-the-line computer equipment
- Multiple Medical, Dental, and Vision Benefits options to allow
you to customize to your and your Family's needs
- Paid Time Off
- Health & Dependent Care Flexible Spending Accounts (FSA)
- Short Term & Long Term Disability
- Commuter Flexible Spending Account (i.e. Transit or
Parking)
- Supplemental Life and AD&D Insurance
- Auto & Home Insurance Group Life Insurance
- Pet Insurance We believe in Equal OpportunityWe are an equal
opportunity employer and value diversity at our company. We do not
discriminate on the basis of race, religion, color, national
origin, gender, sexual orientation, age, marital status, veteran
status, or disability status.
Keywords: Doma, Portland , Senior Machine Learning Engineer (Remote), Engineering , Portland, Maine
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