AI/Machine Learning Data Security Engineer (Louisville or Boston)

| Greater Boston Area

Description

 

The Data Governance Office (DGO) at Humana is seeking an AI and Machine Learning Data Security engineer to support the appropriate and secure use of information assets. DGO coordinates the synthetic data capability for the enterprise that creates widely usable and anonymized data sets by mathematically modeling production data and generating replicas of that data that retain the rich relationships between the data components without compromising individuals’ privacy. The synthetic data capability requires application of generative neural network methodologies supported by considerable amounts of compute, memory, and storage resources within a cloud platform to meet the dynamic demand of the multivariate regression processes. Humana is seeking a Data Science Engineer with AI and Machine Learning experience (particularly in Azure) to operate these processes and to do so with data security disciplines to protect the highly sensitive data required for modeling while in that process.

 

Responsibilities

 

Responsibilities

The successful candidate will work within the Machine Learning environment at Humana and with that team to perform activities in support of and related to the build out, maintenance, and enhancement of the Synthetic Data resources. This is a challenging environment that must innovate while respecting the rigors, policies, and constraints of a corporate analytical facility. The Machine Learning team operates in an open environment that encourages sharing of ideas, code, feedback, and documentation of their work.
Tooling includes:

  • Python, SQL, Bash, PowerScript, Scala
  • SQL Server, Hadoop, PySpark, Kafka, Databricks
  • RedHat Enterprise Linux, Windows, Docker, Azure Kubernetes Services
  • Git, Azure DevOps, Gira, Confluent

Job Description

  • Design, build out, maintain, monitor, and enhance the Synthetic Data environment in Azure
  • Interface with Data Scientists, Business Users, and Developers to support their synthetic data requests
  • Interface with the synthetic data engine vendor(s) to maintain and enhance the operation of their engine in the Azure platform
  • Research and develop enhancements to the pre-processing of data sets for introduction to the synthetic data engine
  • Periodically research and present emerging synthetic data innovations from the field to the Data Science community
  • Mentor and train Data Scientists and Engineers within Humana’s analytics community to operate synthetic data capabilities

               

Role Essentials

  • BS in Computer Science, Data Science or related field
  • 5 or more years of experience designing, developing, and testing software applications and infrastructure
  • 3 or more years of machine learning experience
  • Experience writing maintainable, testable, production-ready, and documented Python code
  • Experience in big data platforms (Hadoop, Spark, Hive, etc. . .) and big data formats (Parquet, Avro, etc. . .)
  • Experience with secure development and security features required by cloud infrastructures

Preferred Qualifications

  • Terraform deployment of Azure infrastructure configurations
  • Experience with deep learning libraries and frameworks (TensorFlow, PyTorch, Keras, etc. . .)
  • Master’s Degree in Computer Science, Data Science or related field
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Technology we use

  • Engineering
  • Product
  • Sales & Marketing
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Location

Our bright, brand new, open-concept offices are located in the bustling Seaport district surrounded by like-minded high-tech and start-up companies.

An Insider's view of Humana Studio_h

What’s the vibe like in the office?

The Boston office is very open and built to make conversations & interactions easier. It’s easy to reach out to people (at any level) to ask for help, input, or just have a casual chat. There are 2 community managers who also help to plan events throughout the week for associates (e.g., yoga, happy hour, games). It’s a super lively environment!

Nanxi Ling

Experience and Transformation Lead

What projects are you most excited about?

The opportunity to be part of launching new products and care plans from greenfield by leveraging the latest technology stack and building best in class experience for both internal and external facing user applications, that will ultimately help us a company to focus on “Whole Person Health” rather than being than being a transaction system.

Kapil Sibal

AVP, Software Engineering

What are Humana Studio_h Perks + Benefits

Humana Studio_h Benefits Overview

• 401(k) with 125% match on first 6% contributed
• Associate Incentive Plan (AIP)
• Personal Time Off (PTO)
• Two Personal Holidays in addition to other major holidays
• Volunteer Time Off (VTO)
• Tuition Assistance
• Parental Leave / Caregiver Leave
• Comprehensive medical, dental, and vision insurance with subsidized premiums
• Life & Disability Benefits
• Adoption Assistance
• $2,500 Associate Referral Bonus for qualified positions
• Wage Works parking and commutation pre-tax benefit
• Charitable Matching Gift Program
• Network Resource Groups

Culture
Volunteer in local community
Volunteerism at Humana is part of our DNA - each employee is given 2 full days per year to designate to the cause of their choice. Volunteer on your own or with your team.
Partners with Nonprofits
Humana Foundation, Bold Goal Initiatives + MANY MORE!!!
Eat lunch together
Intracompany committees
Cross organization projects and initiatives, Network Resource Groups
Daily stand up
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
Humana is ranked #42 on DiversityInc's Top 50 Companies for Diversity and Inclusion. Our CEO Bruce Broussard Chairs the Executive Diversity Council and sets our agenda.
Unconscious bias training
Humana is partnering with Cook Ross, renowned consulting firm with deep expertise in Unconscious Bias to ensure that everyone can bring their whole self to work.
Diversity manifesto
Someone's primary function is managing the company’s diversity and inclusion initiatives
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)
Humana's retirement plan is administered by Charles Schwab and offers a broad selection of stocks, bonds and international index funds to choose from.
401(K) Matching
Humana provides employees with a 401(k) matching plan managed by Charles Schwab. We match 125% of contributions up to 6% of an employee's annual gross pay.
Performance Bonus
The Associate Incentive Plan, or AIP, enables us to recognize associates for their contributions to the company's performance and outstanding contributions to those we serve.
Match charitable contributions
The Humana Foundation will match your donation dollar for dollar up to $100 per calendar year; or $2 for every $1 if you donate to an active Humana Foundation grant recipient.
Child Care & Parental Leave Benefits
Generous Parental Leave
Parental Leave provides up to 6 weeks of paid time away from work to bond with your newly born, adopted, or fostered child. The Parental Leave benefits are available to both the primary and secondary
Flexible Work Schedule
Humana provides employees with a flexible work schedule that includes Core hours but is at the discretion of leadership.
Family Medical Leave
Employees who have been with the company for 12 months are eligible for 12 weeks of family medical leave.
Adoption Assistance
We reimburse up to $5000 for eligible adoption expenses and 6 weeks of paid leave, 6 weeks unpaid.
Vacation & Time Off Benefits
Generous PTO
Paid Volunteer Time
Our employees receive 16 hours per year of paid volunteer time.
Paid Holidays
Paid Sick Days
Perks & Discounts
Beer on Tap
Casual Dress
Commuter Benefits
Humana offers a pre-tax commutation benefit through Wage Works.
Game Room
Relocation Assistance
Professional Development Benefits
Job Training & Conferences
Acme Co. offers employees professional development opportunities like Annual individual budget for training, Onsite training courses, The ability to attend job related conferences and seminars.
Tuition Reimbursement
Diversity Program
Lunch and learns
Cross functional training encouraged
Promote from within
Mentorship program
Our mentorship program includes 1-to-1 program, 1-to-many program, Cross-department program, Career mentoring, Leadership mentoring.
Online course subscriptions available
Paid industry certifications
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