Reverb
We're on a mission to make the world more musical.
Remote

Technical Lead, Experimentation Science (BK or SF)

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Company Description

As an Etsy employee, you can do the work you love, be yourself, and make an impact in the lives of millions. Our commitments to diversity and inclusion, team culture and the spaces where we work all reflect our mission to keep commerce human.

Job Description

Etsy is an international marketplace with 65M+ handmade and vintage items from passionate artists, designers and vintage collectors. 


Within the central Data organization, Experimentation Science team focuses on making online & offline experimentation faster and more robust for Etsy. We develop self service tools that are being consumed by our Machine Learning, Analytics, Engineering and Product partners. 


We are looking for an experienced technical leader who can help build Etsy’s next generation experimentation platform.

 

Qualifications

What You'll Do:

  • Push the state of the art and apply the latest advances to improve experimentation at Etsy.

  • Prototype, optimize, and productionize experimentation techniques for both A/B and non-traditional experiments.

  • Build ML specific experimentation solutions (interleaving, MABs, Human annotation) to speed up algorithm development.

  • Work closely with engineers to scale experimentation solutions across Etsy products.

  • Work closely with product partners to understand their needs and translate them into practical solutions.

  • Share impactful and innovative work in the wider experimentation research community, including presenting at top-tier ML/DS/Stats conferences.


Basic requirements:

  • You have a track record of building methods/tools for offline and/or online experimentation.

  • You have a strong understanding of fundamentals of experimentation science including A/B testing, and causal analysis. 

  • You are comfortable with Python, GoogleSQL, Pig, git, etc for writing robust prototype code. You are excited about learning new tools to help you get the job done.


Preferred requirements:

  • You have a Ph.D. degree in Statistics, Economics, Computer Science or related engineering fields and 5+ years of practical experimentation experience , or 8 years of experience in experimentation experience.

  • You are comfortable working with groups outside engineering and translating high-level business requirements into technical architecture. You should also be able to comfortably communicate with non-engineers about the technical details of our experimentation platform.

  • You have strong leadership skills including growing and mentoring others.

  • You have experience in experimentation in two-sided marketplaces. 


Additional Information

At Etsy, we believe that a diverse, equitable and inclusive workplace makes us a more relevant, more competitive, and more resilient company. We welcome people from all backgrounds, ethnicities, cultures, and experiences. Etsy is an equal opportunity employer. We do not discriminate on the basis of race, color, ancestry, religion, national origin, sexual orientation, age, citizenship, marital or family status, disability, gender identity or expression, veteran status, or any other legally protected status. We will ensure that individuals with disabilities are provided a reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. While Etsy supports visa sponsorship, sponsorship opportunities may be limited to certain roles and skillsets.

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What are Reverb Perks + Benefits

Reverb Benefits Overview

Get employer paid health benefits, 401k matching/pension contributions, equity (offers vary by country), 18 weeks of gender neutral parental leave, supplemental mental health benefits, and generous paid time off—whether your band is touring in Japan or your teen is touring their first college campus. And, we've embraced a flexible work model which empowers our people to do their best work一wherever they are.

Culture
Volunteer in local community
Reverb Serves promotes opportunities for employees to volunteer with local organizations.
Partners with nonprofits
Through Reverb Gives, a portion of every purchase made on Reverb helps youth music education programs get the musical instruments they need to make music.
Open door policy
OKR operational model
Team based strategic planning
Pair programming
Open office floor plan
Employee resource groups
Hybrid work model
Employee awards
Flexible work schedule
Remote work program
Diversity
Dedicated diversity and inclusion staff
Mandated unconscious bias training
Diversity employee resource groups
Hiring practices that promote diversity
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Additionally, Reverb contributes annually to employee HSA accounts (if enrolled).
Disability insurance
Dental insurance
Reverb pays 100% of monthly premiums for you & eligible dependents. Your spouse or domestic partner, children/stepchildren (up to 26), & disabled children in your guardianship of any age are covered.
Vision insurance
Reverb pays 100% of monthly premiums for you & eligible dependents. Your spouse or domestic partner, children/stepchildren (up to 26), & disabled children in your guardianship of any age are covered.
Health insurance
Reverb pays 100% of monthly premiums for you & eligible dependents. Your spouse or domestic partner, children/stepchildren (up to 26), & disabled children in your guardianship of any age are covered.
Life insurance
Wellness programs
Mental health benefits
Reverb partners with Lyra Health and Headspace, in addition to our medical coverage, to support our employees.
Transgender health care benefits
Wellness days
Abortion travel benefits
Financial & Retirement
401(K)
401(K) matching
Reverb's 401(k) retirement plan matches 50 cents on the dollar of an employee's contributions up to 6% of eligible income (3% maximum match).
Company equity
Performance bonus
Charitable contribution matching
Reverb matches eligible employee contributions up to $750 per year.
Pay transparency
Child Care & Parental Leave Benefits
Childcare benefits
Reverb sponsors the Vivvi Backup Care and Tutoring benefit, a family care service that can help you find caregivers for your whole family, including your child and parents/grandparents.
Generous parental leave
Reverb offers 18 weeks paid parental leave for the birth or adoption of a child.
Family medical leave
Adoption Assistance
Reverb's adoption assistance can be used for surrogacy as well.
Fertility benefits
Vacation & Time Off Benefits
Generous PTO
Reverb offers 20 vacation days per year for the first five years of service, which increase to 25 days in future years.
Paid volunteer time
Employees receive 40 hours per year (10 hours/quarter) of paid volunteer time.
Sabbatical
Eligible employees get 4 weeks of paid sabbatical for every 5 years of service..
Paid holidays
Paid sick days
Reverb offers unlimited sick/mental health days.
Flexible time off
Bereavement leave benefits
Office Perks
Commuter benefits
Reverb provides Commuter Transit & Parking benefits through Wageworks. This program allows you to set aside pre-tax dollars for eligible commuting expenses.
Company-sponsored outings
Free snacks and drinks
Reverb's office has snack bars, coffee stations, and espresso makers, and there's a fridge that gets stocked with La Croix (and Cold Brew in the summer months).
Some meals provided
Company-sponsored happy hours
Reverbers perform with co-workers, learn how to play, or just cheer on their teammates at music-filled happy hours.
Onsite office parking
Employees can enjoy free street parking near the office. We also work with the local alderman to provide employees with parking passes during the Cubs baseball season to make parking a breeze!
Fitness stipend
Home-office stipend for remote employees
Mother's room
Professional Development Benefits
Job training & conferences
Lunch and learns
Grow professionally and personally through REV Talks, our workshops featuring topics ranging from meditation and healthy eating to “DJing 101.”
Promote from within
Mentorship program
Continuing education available during work hours
Online course subscriptions available
Personal development training
Virtual coaching services

Additional Perks + Benefits

In addition to these perks, Reverb provides employees with a quarterly stipend to be used to support their personal wellness and work/life balance. We also want to highlight that our medical plans include coverage for gender affirming care and fertility/infertility treatments.

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