Data Science - Analytics

| Greater NYC Area | Hybrid
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We’re the leading provider of digital identity management and transaction fraud detection. We support innovative FinTech companies and top tier banks to manage KYC, AML, and other components of client onboarding. Alloy’s API enables its clients to access over 50 third party data sources in real-time to improve decision-making and streamline client experiences. We're backed by venture capital firms that have taken countless companies to IPO like Canapi, Bessemer Venture Partners, Primary Venture Partners, Eniac Ventures, and others. We are well-positioned to bring on incredibly talented individuals who can help take us to the next level!

Why we’re hiring

Alloy is rapidly growing, leading to more clients, more questions, and more data! As a part of the Data Team, you will scale and improve existing processes to our growing client base and you will dive into new areas as we further our reach into multi-product offerings.

You’ll get to work with a modern tech and data science stack - Postgres, Python (pandas, scikit-learn, jupyter), AWS - that values collaboration, working reproducibly, and the craft of good software engineering practices.  You’ll be a valued member of a friendly and experienced engineering team, working closely with backend and frontend engineers. Our data team's culture values curiosity, learning, connecting data to Alloy's strategy, open source tools, rigor, and a spirit of relentless resourcefulness.

If you are analytical, good at tackling big, complex questions, and like the pace and career growth opportunities afforded by working at a fast-growing early stage startup, then we'd like to meet you!

What you'll be doing

Working across the Machine Learning and Analytics verticals of the Data team, this role will expose you to a mix of client and internal facing projects. You'll get to work with deployed machine learning models and on strategic client analysis that shapes the onboarding decisions made by top 20 US banks. More specifically, this role will:

Support risk and fraud detection efforts:

  • analyze the performance of fraud detection models with an eye toward improving precision and recall
  • scale up our data pipeline, helping expand the coverage of our fraud models

Generate internal and client-facing data analysis

  • provide internal and external stakeholders with key insights surrounding client use of the product
  • enable clients to better understand how ruleset changes will impact evaluation outcomes, fraud capture rates, and false positives

Improve automation and monitoring

  • regularly validating the performance of our models on recent applications and triggering retraining of models as new training data becomes available
  • instrument model input and output to detect meaningful or unexpected changes in pipelines
  • approach analyses with a focus on reproducibility - automation is key, and if one client has a question, it's likely others do too

Who we're looking for

Required

  • Technical:
    • Content knowledge equivalent with an undergraduate degree in stats / machine learning, either through a formal degree, bootcamp, or self-guided study
    • Python
    • Core data science libraries (numpy, pandas, scikit-learn)
    • Core data visualization and graphing techniques
    • core SQL (selects, joins, inserts)
    • git
  • Non-Technical
    • curious, humble
    • excellent teammates / friendly collaborators
    • quick learners
    • strong verbal communicators who can explain nuanced technical concepts to a variety of audiences
    • strong writers good at communicating insights gleaned from exploratory analyses
    • "product sense" and a desire to understand Alloy's business, strategy and priorities

Nice to Have

  • Finance experience
  • Prior startup or product management experience
  • AWS (s3, lambda, sagemaker, athena)
  • Airflow
  • Advanced SQL (postgres PL/pgSQL, functions, materialized views, window operations)
  • Other relevant data science experience (R, Julia, etc)
  • Causal inference / econometric coursework
  • probabilistic programming experience (STAN, pymc)
  • command line / bash scripting experience
  • emacs & vim dorks welcome
  • experience with modular python packaging/ shared/version controlled repos
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Technology we use

  • Engineering
  • Product
  • Sales & Marketing
    • JavascriptLanguages
    • PythonLanguages
    • RLanguages
    • SqlLanguages
    • ReactLibraries
    • DjangoFrameworks
    • Node.jsFrameworks
    • PostgreSQLDatabases
    • RedisDatabases
    • Google AnalyticsAnalytics
    • SisenseAnalytics
    • IllustratorDesign
    • InVisionDesign
    • PhotoshopDesign
    • SketchDesign
    • TrelloManagement
    • NotionManagement
    • SalesforceCRM
    • SendGridEmail
    • MarketoLead Gen

Location

Located in a perfect spot downtown, Alloy HQ is in the midst of all that NYC has to offer with endless lunch spots, things to do, and plenty of happy hour options. We're a 3-minute walk from Union Sq, a central hub for convenient commutes.

An Insider's view of Alloy

What’s the vibe like in the office?

The best way I can describe it is a silly encouraging family who happens to love KYC. I am surrounded by supportive, brilliant co-workers, who are all very much themselves with an undisputed passion for the company as well as a leadership team that genuinely cares about the well being of their employees.

Leigh

Software Engineer

What's the biggest problem your team is solving?

Basic financial services should be safe and seamless for EVERYONE to sign up for. With every client my team (sales) brings on, we’re making financial products more accessible.

Monica

Senior Mgr Business Dev (Partnerships)

What makes someone successful on your team?

Curiosity and grit will set you up for success on our team! When I joined Alloy, I learned about the relationship between identity and bank applications. From there, I created a knowledge base for clients, and today I manage our support team.

William

Manager, Client Support

What is your vision for the company?

Alloy wants to enable fair, safe and seamless financial services for better identity decisions and more inclusive banking.

Laura

Chief Revenue Officer

How do you empower your team to be more creative?

One of Alloy’s values is to “be bold”. This helps the team to have a go-getter, proactive attitude towards challenges big and small as we scale. We also feel supported by our team to try out new strategies, set 1:1 time with SME's across the org. for advice, and be encouraged to fail because we learn so much and grow in that experience.

Priscilla

Sr Tech Recruiter

What are Alloy Perks + Benefits

Alloy Benefits Overview

Perks & Benefits
- Unlimited PTO plan encourages team members to take time off so they come back refreshed
- FSA/FSA Dependent/HSA with $100/mo employer contribution
- Premium medical, dental, and vision coverage for employees and their dependents
- Care Teams that provide integration of COVID-19 screening and testing, 24/7 primary care both virtually and in person in our offices, mental health, benefits navigation and more
- $200 matching donations for employee's choice of non-profit
- $250 home office stipend to get your remote working environment up to par
- $150/mo wellness benefits contribution to spend as you'd like on gym memberships or ClassPass
- $50/mo employee appreciation fund - spend it on anything from groceries, wfh supplies, netflix, spotify, etc.
- $1000/yr annual Learning & Development stipend - for anything that will make you better at what you do.
- $5,000 employee referral program ($1,000 charitable donation to employee's choice of a non-profit + $4,000 directly to the employee)
- Free therapy sessions through our healthcare partners for every team member to support your mental health
- Up to 16 weeks parental leave options and support in returning to work
- Flexible work hours to accommodate your needs
- Memorable team events, retreats, and off sites throughout the year like visiting a goat sanctuary bee farm, plant propagating class
- In office Mother's rooms
- In office massages to help relax
- Conveniently located office (New York’s Union Square)
- Pet-friendly work environment
- And oh so many snacks & beverages

Culture
Partners with nonprofits
Open door policy
OKR operational model
Pair programming
Open office floor plan
Employee resource groups
Employee-led culture committees
Hybrid work model
Employee awards
Flexible work schedule
Remote work program
Our remote work program includes work from home until at least 2021
Diversity
Dedicated diversity and inclusion staff
Mandated unconscious bias training
Mean gender pay gap below 10%
Diversity employee resource groups
Hiring practices that promote diversity
Inclusive candidate experiences Hiring and unconscious bias training
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Disability insurance
Dental insurance
Vision insurance
Health insurance
Life insurance
Wellness programs
Team workouts
Alloy's team fitness initiatives include weekly remote workout or yoga sessions.
Mental health benefits
Four free therapy sessions!
Wellness days
Abortion travel benefits
Financial & Retirement
401(K)
Alloy's 401(k) retirement plan offers a broad selection of stocks, bonds and international index funds to choose from with low expense ratios and fees.
401(K) matching
Alloy provides employees with a 401(k) matching plan. We match 100% of contributions up to 4% of an employee's annual gross pay.
Company equity
Alloy offers stock options, including vesting over a three-year period with a standard one year cliff.
Performance bonus
Charitable contribution matching
Alloy matches up to $200 per employee charitable contributions.
Pay transparency
Child Care & Parental Leave Benefits
Generous parental leave
We provide up to 16 weeks of parental leave for the primary caretaker. Alloy. also provides 16 weeks of leave for the secondary caretaker.
Family medical leave
Return-to-work program post parental leave
Vacation & Time Off Benefits
Unlimited vacation policy
Generous PTO
Paid holidays
Paid sick days
Employees receive 40 hours per year of paid sick leave.
Flexible time off
Bereavement leave benefits
Office Perks
Commuter benefits
Company-sponsored outings
Free snacks and drinks
Alloy has a fully stocked kitchen including unlimited snacks, coffee, tea and all of the flavored LaCroix + Spindrift you can handle.
Some meals provided
We provide free breakfast on Monday. Employees get free lunch on Monday, Wednesday.
Company-sponsored happy hours
Happy hours are hosted once per month with memorable events throughout the month held virtually.
Onsite office parking
We offer employees parking for bikes in our office!
Pet friendly
Alloy's pet policy is dog friendly daily
Relocation assistance
Fitness stipend
Home-office stipend for remote employees
$500 no questions asked stipend
Mother's room
Professional Development Benefits
Job training & conferences
Tuition reimbursement
Lunch and learns
Promote from within
Continuing education stipend
We offer $1000 annually for continuing education.
Customized development tracks

Additional Perks + Benefits

Our culture and community supports team members to feel appreciated, motivated, and pride in their work. Alloy works tirelessly to provide team members with meaningful and thoughtful benefits & perks whether if it is to support those big moments in life like birthdays, anniversaries or new additions to the family or to celebrate company milestone like our recent Series B raise! We love to show gratitude for hard work and successes through things like CEO Care Packages, a shoutout in the #props slack channel or by an Executive Leader in company-wide meetings for a job well done, pick me up gestures, and other fun surprises. We care a lot about our team members, which is why we also conduct an annual survey to assess our benefits offerings. Because of that, we're continuously making improvements to things like our health insurance plans, 401k matching program, or HSA employer monthly contributions to name a few. In addition, every employee receives stock options in the company sharing in the company's success.

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