Machine Learning Engineer / ML Engineer

| Greater Boston Area

At MassMutual, we’re passionate about helping millions of people find financial freedom and this passion has driven our approach to developing meaningful experiences for our customers. The Data Engineering Team, part of Enterprise Technology and Experience, is comprised of highly skilled, collaborative, problem solvers who are motivated to create innovative solutions that exceed the changing needs of our customers and move MassMutual – and the industry – forward.

To continue our cutting-edge work, we are hiring an Machine Learning Engineer / ML Engineer to join our Team.

What great looks like for this role:

Our ideal Machine Learning Engineer / ML Engineer is a collaborative leader skilled in designing and constructing highly scalable MDM solutions. As an advanced MDM engineer, you have an in-depth understanding of master data management concepts as well as data integration techniques such as Machine Learning based string-matching algorithms, rule based matching algorithms, construction of a ‘golden record’. You are extremely conscious of data quality and are able to define data security techniques to manage the organization’s most valuable asset. You are also highly analytical and can multi task where you may need work on defining solutions for multiple projects simultaneously.

As an experienced member of the team, you will use your skills to develop, monitor, and manage the MDM ecosystem across our platform and data management best practices and standards. The team culture of working collaboratively, cross-functionally, using new technologies combined with the work/life balance provided by MassMutual are core reasons people enjoy working on the Data Engineering team at MassMutual.

Objectives of this role:

  • Design, build, and maintain a high-performance multi domain MDM platform.
  • Develop ML based matching / merging strategy to meet the mastering needs.
  • Ensure the solution implemented adhere to industry best practices.
  • Develop innovative solutions to maintain a single view of customer, product and other master data domains.
  • Implement solution based on software engineering principals

Key Responsibilities:

  • Design, build, and maintain a high-performance master data management data model & platform
  • Create standards for match, merge, unmerge and data access to enterprise master data
  • Create custom software components e.g. matching algorithms, golden record rule
  • Develop MDM solution using Machine Learning techniques e.g Spark ML / Scikit-learn / NLP 
  • Work across departments and business units to define MDM data needs
  • Translate high-level business requirements into technical specs

Basic Qualifications:

  • Bachelor’s degree in computer science or engineering or related.
  • 5 to 7 years of experience with designing and building MDM platforms.
  • 3 to 5 years of experience with ML based structured/unstructured data matching.
  • 3 to 5 years of experience with development on distributed platforms
  • 5+ years of design & coding and scripting (Python/Scala/Java) experience.
  • Strong understanding of data integration techniques.
  • Excellent communication, problem solving, organizational and analytical skills.
  • Experience developing solutions on AWS or other cloud platforms.
  • Ability to work independently.
  • Authorized to work in the USA with or without sponsorship.

Preferred Qualifications:

  • Master’s in computer science
  • Experience with Spark, Spark ML, NLP based modeling techniques
  • Experience with database technologies (Vertica, Redshift, Teradata)
  • Experience with designing an automating deployment process (CI/CD)
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Technology we use

  • Engineering
  • Product
    • .NETLanguages
    • JavaLanguages
    • JavascriptLanguages
    • KotlinLanguages
    • PythonLanguages
    • RLanguages
    • RubyLanguages
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    • Microsoft SQL ServerDatabases
    • MongoDBDatabases
    • PostgreSQLDatabases
    • SQLiteDatabases
    • TeradataDatabases
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    • IllustratorDesign
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    • PhotoshopDesign
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    • Aha!Management
    • BasecampManagement
    • ConfluenceManagement
    • JIRAManagement
    • TrelloManagement

Location

We currently have Boston office locations at both 470 Atlantic Ave and One Marina Park.

An Insider's view of MassMutual

How do you collaborate with other teams in the company?

As a Product Owner, I spend most of my time collaborating with others across different business units. On any given day, I could be spending time brainstorming design concepts of upcoming features with our design team or assisting them with presenting these concepts to outside users as part of our user testing process.

Ryan

Digital Product Owner

What makes someone successful on your team?

Successful people on my team are: passionate, curious, receptive, and engaged. Each team member is expected to be passionate about the work that they do, and the domains in which they practice. They are always solving unique problems and must be curious about finding new solutions.

David

Digital Lead

What’s the vibe like in the office?

We work in an open floor plan, so there is a lot of opportunity for networking across roles, teams and levels. Everyone is very friendly and welcomes the opportunity to get to know other people on the floor.

Kristina

Digital Product Manager

What are MassMutual Perks + Benefits

MassMutual Benefits Overview

At MassMutual, employees have the opportunity to earn a competitive salary and bonus, enroll in an
array of benefits, and participate in programs and services that support healthy lifestyles, assist them
in building financial security for themselves and their families and help them live well-balanced lives.

Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Disability Insurance
Dental Benefits
Vision Benefits
Health Insurance Benefits
Life Insurance
Wellness Programs
Retirement & Stock Options Benefits
401(K)
401(K) Matching
Child Care & Parental Leave Benefits
Child Care Benefits
Generous Parental Leave
Adoption Assistance
Vacation & Time Off Benefits
Generous PTO
Paid Volunteer Time
Paid Holidays
Paid Sick Days
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