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Serverless Machine Learning Architect

| Greater Boston Area

DESCRIPTION:

Agero is looking to hire a Serverless Machine Learning Architect who has rich experience in cloud technologies in varied environments, including, but not limited to, AWS and Google Cloud Platforms implementing and operationalizing Continuous Learning pipelines at scale using Serverless computing

The Serverless Machine Learning Architect will focus on designing and developing enduring architectures to support large scale fast data ingestion, continuous feature creation, bias detection, bias compensation, continuous learning, model retraining, contextual data aggregation processes to maximize the interpretation of our data and provide reliable predictive models. Should be able to solve complicated network problems with Machine Learning, Data Mining or Statistical Inference techniques. Should be able to design, document and lead the implementation of software systems to help ensure optimal implementation of the neural network models, real-time analytics with enterprise data. Successful candidates will have deep understanding of multi-sided platforms and are curious about simple and clean architectures that enable great user experiences.

ESSENTIAL FUNCTIONS:

  • Articulate complex architectures to non-technical audiences
  • Document solutions and train operational teams on supportability
  • Enterprise scale cloud environment delivering PaaS and/or SaaS solutions
  • Use Machine Learning to resolve domain issues
  • Automation and configuration management
  • Build production infrastructure using code and repeatable designs in a fast paced environment

Requirements

Requirements

 EDUCATION: Master's Degree in Machine Learning, Data Mining, Statistical Inference, Mathematical modeling or similar fields with 5 years of relevant experience or Ph.D degree in Computer Science or related quantitative field.

AWS Certification

EXPERIENCE:

  • 6+ years of experience in designing software architecture
  • 10+ years of hands-on software development experience
  • 3+ years of hands-on experience in building Machine learning centric data architecture
  • Hands on experience in AWS provisioning of systems, securing of VPC, implementation of Security Groups, Identity and Access Management, Backups, Restore and Disaster Recovery
  • Experience with deep learning frameworks such as TensorFlow, PyTorch, Keras, Pandas, NumPy, scikit-learn
  • Operational experience with AWS Serverless architectures, a plus
  • Solid knowledge of AWS platform and its services - including but not limited to: AMIs, Route53, VPC, EC2, S3, EBS, ELB, SQS, Lambda, CloudWatch
  • Multi-region, multi-tenant environment a plus

 SKILLS: Excellent oral and written and presentation skills. Proven analytical skills and experience. Ability to work in a fast-paced entrepreneurial environment. Utilizes sound judgment, decision making skills, strategic thinking and follow through.

WORKING RELATIONSHIPS: Works closely with all departments throughout the organization. Be the Company voice to the client and the voice of the client to operations.

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Technology we use

  • Engineering
  • Product
  • Sales & Marketing
    • .NETLanguages
    • GolangLanguages
    • JavaLanguages
    • JavascriptLanguages
    • PerlLanguages
    • PythonLanguages
    • ScalaLanguages
    • D3JSLibraries
    • jQueryLibraries
    • jQuery UILibraries
    • ReactLibraries
    • Twitter BootstrapLibraries
    • Backbone.jsFrameworks
    • FlaskFrameworks
    • Node.jsFrameworks
    • Ruby on RailsFrameworks
    • MongoDBDatabases
    • PostgreSQLDatabases
    • RedisDatabases
    • SQLiteDatabases
    • Google AnalyticsAnalytics
    • OptimizelyAnalytics
    • IllustratorDesign
    • InVisionDesign
    • PhotoshopDesign
    • SketchDesign
    • Aha!Management
    • ConfluenceManagement
    • TrelloManagement
    • DrupalCMS
    • WordpressCMS
    • HubSpotCRM
    • Microsoft DynamicsCRM
    • SalesforceCRM
    • ZohoCRM

Location

We are located in Medford, MA, right at Wellington Station with close access to the MBTA, I-93, Assembly Row, and a stones throw away from Boston.

An Insider's view of Agero

What projects are you most excited about?

“We're passionate about making the roads safer with our Driver360 mobile platform. We’ve developed crash detection technology that helps people when they're most in need, and we're using billions of miles of driving data to study crash risk factors and find ways to help people avoid crashing in the first place.”

Michael

Sr Data Scientist, Business Intelligence

How has your career grown since starting at the company?

Agero has provided me the opportunity to work on a number of different products and technologies, from call center to in-vehicle Telematics to web and mobile products. Additionally, I’ve had leadership positions with several groups, including PMO, QA, and now Product Management, which has allowed me to learn and grow throughout my tenure.

Luke

VP, Project Management

What's the biggest problem your team is solving?

Our Engineering/IT teams are moving to the Amazon AWS cloud, which involves a lift/shift for some applications as well as rewriting other applications to be more micro service orientated. This effort is a huge transformation which includes new roles, training and re-thinking how IT operates as a cloud service organization.

Karen

Director, DevOps

What are Agero Perks + Benefits

Health Insurance & Wellness Benefits
Dental Benefits
Vision Benefits
Health Insurance Benefits
Onsite Gym
Retirement & Stock Options Benefits
401(K)
401(K) Matching
Child Care & Parental Leave Benefits
Flexible Work Schedule
Vacation & Time Off Benefits
Paid Volunteer Time
Perks & Discounts
Casual Dress
Commuter Benefits
Game Room
Happy Hours
Parking
Professional Development Benefits
Job Training & Conferences
Tuition Reimbursement

Additional Perks + Benefits

We’ve got the benefits you’re use to and some you aren’t – including flexible health and dental care from your choice of doctors. We take care of the time off and allow you to make decisions about how much you want to carry over from year to year so you can recharge your batteries and achieve harmony both inside and outside of the workplace. How many places set you up with laptops and two monitors as standard fare? We’ve got more discounts and perks than you can count on 2 hands – and they are meaningful!

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