Staff Machine Learning Engineer

| East Bay
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Credit Karma is a mission-driven company, focused on championing financial progress for our more than 100 million members in the U.S., Canada and U.K.  While we're best known for pioneering free credit scores, our members turn to us for tips as they work on their  financial goals, including helping them monitor their credit, identity monitoring, searching for credit cards, shopping for loans (car, home and personal), and growing their savings* -- all for free. Credit Karma has grown significantly through the years: we've added more than 70 million members in the last five years alone and now have more than 1,100 employees across our offices in Oakland, Charlotte, Los Angeles and London. 

*Banking services provided by MVB Bank, Inc., Member FDIC

As we scale our AI capabilities, you will play an instrumental role in training data generation for supervised and RL models, enhance our training pipelines using TFX and Kubeflow, onboard new training and serving libraries from the TF ecosystem and improve our online model monitoring leveraging data quality and explainability. You will also play a leading role in architecting how we acquire and ingest data from external and internal sources.

What you'll do:

  • As a Machine Learning Engineer, you'll be a member of a team of Machine Learning Engineers and Data Engineers working closely with Data Scientists
  • You'll be working on the machine learning infrastructure and recommendation systems to help data scientists develop and run models which will be used to improve user experience through better personalization
  • You'll build scalable platforms for machine learning, prediction serving, and personalized recommendation serving

What's great about the role:

  • The machine learning platform provides tools and services for building feature transformations, distributed deep learning models, model lifecycle management, counterfactual simulation and budget optimization for continuously improving user engagement and revenue generation
  • The machine learning platform provides capabilities for feature engineering, monitoring feature quality and serving features at scale for the models
  • You will be using a variety of technologies such as Apache Beam, Apache Spark, Tensorflow, Scikit-Learn, TF-Serving and Apache Airflow on large amounts of data
  • Technologies for production serving and personalization also include Scala, GCP, BigTable, BigQuery, GRPC, Thrift, GKE, Splunk and Grafana

Minimum Basic Requirement:

  • Bachelor's degree (or foreign equivalent) in Computer Science, Engineering, Computer Information Systems, Mathematics, Physics, or a related field & 5+ years of experience involving: application of cloud technologies, infrastructure, and application of distributed systems
  • Deep knowledge of personalization and recommendations systems
  • Building and operating machine learning platform

Preferred Qualifications:

  • Master's degree in Computer Science, Engineering, Computer Information Systems, Mathematics, Physics, or a related field
  • Modern data technologies include technologies such as in-memory, distributed and serverless processing (e.g. spark/dataflow/cloud-functions), key/value vs. document vs. column oriented datastores (e.g. bigquery, bigtable, cloud-search), message queues (kafka/pub-sub), elastic scaling (kubernetes, instance-groups), etc
  • Modern machine learning and optimization technologies include familiarity with toolkits like sklearn, scipy, tensorflow and pytorch

Equal Employment Opportunity:

Credit Karma is proud to be an Equal Employment Opportunity Employer. We welcome all candidates without regard to race, color, religion, age, marital status, sex (including pregnancy, childbirth, or related medical condition), sexual orientation, gender identity or gender expression, national origin, veteran or military status, disability (physical or mental), genetic information or other protected characteristic. We prohibit discrimination of any kind and operate in compliance with applicable fair chance laws. 

Credit Karma is also  committed to a diverse and inclusive work environment because it is the right thing to do. We believe that such an environment advances long-term professional growth, creates a robust business, and supports our mission of championing financial progress for everyone. We offer generous benefits and perks with a single eye to nourishing an inclusive environment that recognizes the contributions of all and fosters diversity by supporting our internal Employee Resource Groups. We’ve worked hard to build an intensely collaborative and creative environment, a diverse and inclusive employee culture, and the opportunity for professional growth. As part of the Credit Karma team, your voice will be heard, your contributions will matter, and your unique background and experiences will be celebrated.

COVID-19 update (US Jobs Only):

Credit Karma believes that vaccines are one of the most powerful tools to fight COVID-19 and save lives. We also believe that in order to work toward our mission of helping people make financial progress, people first and foremost need their health. All employees are required to be fully vaccinated against COVID-19 prior to their start date unless otherwise approved for an exception as may be required by law.

Privacy Policies:

Credit Karma is strongly committed to protecting personal data. Please take a look below to review our privacy policies:

  • GDPR Privacy Policy
  • California Consumer Privacy Act (CCPA)
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Technology we use

  • Engineering
  • Product
    • GolangLanguages
    • JavaLanguages
    • JavascriptLanguages
    • KotlinLanguages
    • PythonLanguages
    • RLanguages
    • ScalaLanguages
    • SqlLanguages
    • SwiftLanguages
    • Objective-CLanguages
    • TypescriptLanguages
    • ReactLibraries
    • ReduxLibraries
    • AngularJSFrameworks
    • Backbone.jsFrameworks
    • HadoopFrameworks
    • Node.jsFrameworks
    • SpringFrameworks
    • TensorFlowFrameworks
    • KubernetesFrameworks
    • KafkaFrameworks
    • GraphQLFrameworks
    • HiveDatabases
    • MongoDBDatabases
    • MySQLDatabases
    • Google AnalyticsAnalytics
    • FigmaDesign

What are Credit Karma Perks + Benefits

Credit Karma Benefits Overview

Health and Wellness
Our employees’ physical and mental well-being is important to us. We offer competitive benefits to make sure employees are taken care of inside and outside of the office. We offer medical, dental, vision, mental health and life insurance coverage. We also offer a 401(k) matching plan, paid time off, holidays (including your birthday), and generous paid bonding for all new parents within the first year of birth. In addition to gym subsidy, we offer yoga, meditation sessions and a spa to relax. And because the belief is that all employees should share in the success of Credit Karma, every one receives stock options.

Professional Development
Credit Karma is committed to learning and development programs for employees, both professionally and personally. We offer a generous annual stipend for continued education, training workshops, conference opportunities, etc. We also have mentorship, coaching for developing leaders and a people manager onboarding program. Our Internal mobility program is designed to help our employees take ownership of their career and make progress within Credit Karma.

Perks
The fun and relaxed office environment means a casual dress code, ping-pong breaks, arcade games, and regular company events, such as happy hours, field day, and sporting events. Employees never go hungry with a fully stocked kitchen, filled with breakfast foods, drinks, and endless snacks. There is even an onsite barista.

Culture
Volunteer in local community
Friends outside of work
Intracompany committees
Open door policy
Team owned deliverables
Group brainstorming sessions
Open office floor plan
Diversity
Dedicated Diversity/Inclusion Staff
Highly diverse management team
Unconscious bias training
Diversity Employee Resource Groups
Hiring Practices that Promote Diversity
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Dental Benefits
Vision Benefits
Health Insurance Benefits
Life Insurance
Wellness Programs
Team workouts
Mental Health Benefits
Retirement & Stock Options Benefits
401(K) Matching
Company Equity
Performance Bonus
Match charitable contributions
Child Care & Parental Leave Benefits
Child Care Benefits
Generous Parental Leave
Family Medical Leave
Company sponsored family events
Vacation & Time Off Benefits
Generous PTO
Paid Volunteer Time
Paid Holidays
Paid Sick Days
Perks & Discounts
Beer on Tap
Casual Dress
Commuter Benefits
Company Outings
Game Room
Stocked Kitchen
Happy Hours
Recreational Clubs
Fitness Subsidies
Professional Development Benefits
Job Training & Conferences
Diversity Program
Lunch and learns
Cross functional training encouraged
Promote from within
Mentorship program
Time allotted for learning

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