Senior Python Software Engineer (Remote US)

| Remote
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Summary

GumGum is a global technology and media company specializing in contextual intelligence. For over a decade, we have applied our proven machine learning expertise to extract value from digital content for the advertising industry. The company’s contextual advertising engine, Verity™, comprehends the meaning of text, images and video online, allowing marketers to safely and precisely place ads where people are most engaged. Combining that contextual targeting and brand safety intelligence with proprietary high-impact ad formats, GumGum’s advertising solutions deliver industry leading efficiency, accuracy and performance.

The Senior Python Engineer spearheads GumGum's effort in scaling our AI Platform using bleeding edge technologies and frameworks for a product we call Verity. This role is responsible for the design and implementation of our backend cloud based services that implement machine learning technologies. 

Engineering team members at GumGum are encouraged to share ideas which can often influence product decisions. The person in this role will need to stay relevant and up to date with state-of-the-art technology. The person in this role will make a significant impact on Verity’s product offerings which will be key to generating revenue streams for the business.

Responsibilities

  • Design and implement backend microservices for:
    • the Verity Computer Vision system which processes image and video at scale
    • the Verity Natural Language Processing system which processes html and text at scale
  • Enhance existing microservices to be more cost effective and scalable
  • Implement automated unit and integration testing 
  • Implement logging and performance monitoring of microservices  
  • Review suggested code changes from others, make suggestions to improve product and system performance
  • Participate on rotational on-call to support the Verity Platform production system during business and non-business hours
  • Take ownership of parts of our Python projects for Verity and products alongside the rest of the MLE team members
  • Perform hands-on Machine Learning tasks and statistical analyses in Python
  • Write efficient, clean, documented, scalable and maintainable Python code following the Object Oriented Paradigms and Design Patterns.
  • Collaborate regularly with cross-functional teams to build upon existing Verity products, brainstorm creative solutions for new products, and to share technical learnings with each other.

Minimum Qualifications

  • Bachelor's degree in Computer Science, Electrical Engineering, Applied Mathematics or Physics, Machine Learning or a related technical field is required
  • 5+ years experience developing python based microservices using advanced techniques is required
  • 3+ year experience developing in a cloud environment
  • Experience with designing and implementing scalable systems is required
  • Experienced with modern testing, debugging and automation techniques is required
  • Experienced with designing, developing and extending complex distributed systems in a cloud environment such as AWS is preferred
  • Experienced with various types of data persistence and caching technologies such as DynamoDB, Elasticache (Memcached, Redis) is preferred
  • Experience using machine learning libraries is preferred
  • Experience in CI/CD and deployment automation in a dockerized environment is preferred
  • Experience with Spark is preferred
  • Experience with Spark Structured Streaming is preferred
  • Experience with Databricks is preferred
  • Expert ability to write robust code in python
  • Strong communication skills to effectively collaborate with cross-functional teams including both technical and non-technical team members
  • Project management and excellent prioritization skills
  • Understanding of software architecture including UI, frontend, and backend
  • Ability to rapidly and effectively change context throughout the day
  • Quick learner with the ability to be effective in new technologies at speed
  • Organized self-starter with proactive attitude
  • Critical thinker, able to break down complex problems and work with ambiguity 
  • Team player that works well with others in a cross functional team
  • An advocate for continuous learning such that they are motivated to stay on top of latest developments

Benefits & Perks

  • Medical Coverage including 100% premium coverage for employee + spouse/family 
  • Vision Coverage including 100% premium coverage for employee + spouse/family
  • Dental Coverage including 100% premium coverage for employee + spouse/family
  • Flexible Spending Account (FSA)
  • Employer-Matched 401(k) Retirement Plan
  • Life Insurance and AD&D
  • Business Travel Accident Insurance
  • Short-Term and Long-Term Disability 
  • Stock Incentive Program (role dependent)
  • Paid Parental Leave - Birth parents can receive up to 16-18 weeks for birth recovery and baby bonding. Non-birth parents can receive up to 10 weeks for baby bonding
  • Transitional Return-to-Work Schedule 
  • Modern Family Support: Cleo App
  • Employee Assistance Program
  • Legal and Identity Theft Protection
  • Student Loan Repayment Assistance
  • WFH Stipend 
  • Wellness Reimbursement 
  • Flexible Time Off 
  • Veterinary Discounts
  • WeWork Monthly Pass
  • Pet friendly organization - We love our fur babies! Check us out on Instagram @dogsofgumgum
  • Incredible work/life balance with a collaborative and friendly work space
  • A team that has transitioned to remote work impressively, and remains highly collaborative and connected
  • GumGum Gives Back volunteering opportunities
  • Virtual company events and (optional) in-person celebrations
  • Virtual monthly team bonding events
  • Anniversary recognition and awards

Career & Development Focus

  • Ongoing learning and development for education opportunities such as webinars, books, classes, relevant conferences and events
  • Opportunities to pursue business related side projects and yearly Hackathon
  • Highly encouraged to contribute to open source software, including our own open source software
  • Environment of learning from peers, including meetups, presentations and blog posts
  • Opportunity to work with cutting edge technology
  • Life Skills sessions - geared towards the whole life/ health / person
  • Leadership Bites Dinner Series - connecting current and future GumGum leaders over great food and meaningful conversation
  • The VOICE Coalition - through our council committee, The VOICE Coalition’s mission is to build an equitable, supportive, and inclusive culture where all voices are heard and all differences are celebrated through thoughtful, engaging, and authentic programming and community involvement. We’ve created awareness and appreciation for our employees through Hispanic Heritage month, Women of GumGum, Asian Pacific American, GG Pride, etc.

Optional return to office: Our big vision for our futuristic “Farmhouses” in 2022!

  • Offices will now be referred to as the “GumGum Farmhouse” -- a futuristic space centered around a bigger purpose: flexibility, sustainability, community, and growth!
  • GumGum will continue to be a flexible/remote-friendly environment, however, offices will re-open in 2022 for any employees who choose to come in to collaborate, participate in an event, host your clients, contribute to our growing of plants/herbs/vegetables/etc.

Our Values…

Thoughtful…We listen to understand different perspectives, show everyone respect, and relentlessly seek solutions for our clients (internal and external)

Agility…We are quick, nimble, and change direction gracefully, while maintaining control.

Grit…We bring energy and perseverance to everything we do.

Our Culture...

GumGum expands globally! Our company recently acquired JustPremium, a European-based company that utilizes creatives as a means to develop digital environments. JustPremium’s rich media is one of the largest in the world, and brings forward higher performing ads that adds value to GumGum’s already thriving contextual intelligence. With this acquisition, we now have 375 + employees globally, as well as new market expansion including Germany, France, Spain, Netherlands, Belgium, Sweden, Denmark, and Mexico. Together we will become the most powerful global solution for a cookieless future through contextual technology and high-impact creatives.

GumGum recently earned LA’s Best Places to Work Award in 2021 by BuiltInLA, and Inc. Magazine’s Best Places to Work in 2020 and it’s no surprise why. With company-sponsored social hours, annual holiday celebrations and on-site gatherings, GumGummers enjoy a fun, creative and collaborative workplace. We provide ourselves on our strong track record of giving employees the autonomy and support they need to succeed. 

Check us out on Instagram: @gumgum

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Technology we use

  • Engineering
  • Product
  • Sales & Marketing
    • JavaLanguages
    • JavascriptLanguages
    • PythonLanguages
    • RLanguages
    • ScalaLanguages
    • SqlLanguages
    • FluxLibraries
    • jQueryLibraries
    • ReactLibraries
    • ReduxLibraries
    • CaffeFrameworks
    • DjangoFrameworks
    • ExpressFrameworks
    • JupyterFrameworks
    • Node.jsFrameworks
    • SparkFrameworks
    • SpringFrameworks
    • TensorFlowFrameworks
    • AWS (Amazon Web Services)Frameworks
    • MySQLDatabases
    • RedisDatabases
    • SnowflakeDatabases
    • LookerDatabases
    • Google AnalyticsAnalytics
    • HotijarAnalytics
    • IllustratorDesign
    • PhotoshopDesign
    • SketchDesign
    • Figma Blender Cinema 4DDesign
    • After EffectsDesign
    • SketchDesign
    • Tumult HypeDesign
    • Adobe XDDesign
    • FigmaDesign
    • BlenderDesign
    • Cinema 4DDesign
    • AsanaManagement
    • ConfluenceManagement
    • JIRAManagement
    • TrelloManagement
    • SuluCMS
    • SalesforceCRM
    • SplashCRM
    • CerosCRM
    • HubSpotEmail
    • MarketoLead Gen
    • PardotLead Gen
    • HubSpotLead Gen

Location

Our company is in a trendy area with plenty of bars and restaurants. Plus, the office is easy to get to with various train and bus stops near the area

An Insider's view of GumGum

What are some social events your company does?

There's social events that range from meeting the CEO with the class of new hires, leadership bites, internal challenges to win gifts and prizes, wellness gatherings for you to learn more about your own mental and physical health, direct team bonding events, and what we call Quarterly Causes to give back to big issues in the world.

Dom Linton

People Operations Coordinator

What's the biggest problem your team is solving?

One of the challenges our team faces is training a deep learning model with minimal biases. The goal is to discern between safe and threatening content such that brands are only aligned with brand suitable content. Our priority is to ensure that our data is diverse and representative resulting in a model that is more objective than subjective.

Iris Fu

Senior Manager, Computer Vision

What makes someone successful on your team?

Product Marketers at GumGum succeed not only for being analytical and creative but also for being curious, diligent, and collaborative while delivering value to stakeholders and customers alike.

Rossmary Gil

Director of Product Marketing

How do you make yourself accessible to the rest of the team?

A team isn’t truly a team unless everyone involved is open to new ideas, approaches and feedback—including the leadership group. And I believe a successful company is when leadership clearly articulates their values to the employees with the hope that they share these values and beliefs. Keeping open dialogue throughout the company is essential.

Phil Schraeder

CEO

What's the biggest problem your team is solving?

The Data Engineering team at GumGum is excited to be migrating our key systems to a new stack consisting of Astronomer AirFlow, DataBricks Spark streaming and Snowflake for warehousing. Our ultimate goal is to build a single data model and process to unify our batch and streaming pipelines, reducing cost and the time to implement new features

Corey Gale

Senior Engineering Manager, DevOps and Data Engineering

What are GumGum Perks + Benefits

GumGum Benefits Overview

Benefits should work as hard as you do. We offer comprehensive employee benefits, so you’re ready for anything.

Culture
Volunteer in local community
Partners with Nonprofits
Friends outside of work
Eat lunch together
Intracompany committees
Open door policy
Team owned deliverables
Team based strategic planning
Group brainstorming sessions
Pair programming
Open office floor plan
Diversity
Documented equal pay policy
Dedicated Diversity/Inclusion Staff
Highly diverse management team
Unconscious bias training
We are committed to providing unconscious bias awareness training to all new GumGum team members that join us on a quarterly basis
Diversity Employee Resource Groups
We launched a DEI&B council called The VOICE Coalition - a community dedicated to building an equitable, supportive, and inclusive culture where all voices are heard and all differences are celebrated
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Disability Insurance
Dental Benefits
Vision Benefits
Health Insurance Benefits
Life Insurance
Pet Insurance
Wellness Programs
Team workouts
Mental Health Benefits
Retirement & Stock Options Benefits
401(K)
401(K) Matching
Company Equity
Employee Stock Purchase Plan
Performance Bonus
Match charitable contributions
Child Care & Parental Leave Benefits
Generous Parental Leave
Flexible Work Schedule
GumGum provides employees with a flexible work schedule that includes Flexible start and end times.
Remote Work Program
Family Medical Leave
Return-to-work program post parental leave
Company sponsored family events
Vacation & Time Off Benefits
Unlimited Vacation Policy
Paid Holidays
Paid Sick Days
Perks & Discounts
Casual Dress
Commuter Benefits
GumGum offers a commuter subsidiary for employees who chose to opt out of their free parking pass.
Company Outings
Game Room
Stocked Kitchen
Some Meals Provided
Happy Hours
Parking
Pet Friendly
We love our dogs in the office!
Recreational Clubs
We have various leagues from soccer, softball, and our newest addition - surfing!
Relocation Assistance
Fitness Subsidies
GumGum reimburses up to $50/month for any health and fitness activities.
Home Office Stipend for Remote Employees
GumGum offers $50/month home office stipend during Covid.
Professional Development Benefits
Job Training & Conferences
Tuition Reimbursement
GumGum offers a tuition contribution plan of at least $50/month via Goodly. Employees who have been with GumGum 4+ years can opt in for a contribution plan of $200/month.
Diversity Program
Lunch and learns
Promote from within
Time allotted for learning
Online course subscriptions available
Paid industry certifications

Additional Perks + Benefits

Life Skills for Gummies is a program that was was launched by our PeopleOps team as a learning series focused around everyday life skills! Our CEO actually pitched this program as he wanted to offer courses to Gummers that help with everyday life (outside of the workplace). Topics range from money management to nutrition, meditation, buying a home, stocks & investments, urban gardening, etc. This program has seen extreme success and we are constantly surveying employees to offer classes that resonate with them!

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