AI/ML Engineer
Company
Quantum Health
Location
Columbus, OH
Type
Full Time
Job Description
Location: This position is located at our Dublin, OH campus with hybrid flexibility.
We're on a mission to make healthcare simpler and more effective. We fight to ensure our members get the care they need, when they need it, at the most affordable cost - that's what makes us Healthcare Warriors™. We're committed to building diverse and inclusive teams, so if you're excited about this position, we encourage you to apply - even if your experience doesn't match every requirement.
The AI/ML Engineer supports our internal and external strategic clients by building and maintaining a large-scale ML-NLP infrastructure and ML-NLP Pipelines. The role will lead the building of sophisticated analytics, machine learning platform and tools to enable both prediction and optimization model development, extend existing ML Platform and frameworks for scaling model training, deployment and deliver insights and partner closely with various business & engineering teams to drive the integration of model outputs.
What you'll do
- Build, evolve, and scale state-of-the-art machine learning system infrastructure powering QH data.
- Build software across our entire cutting-edge data platform, including event driven data processing, storage, and serving through scalable and highly available APIs, with awesome cutting-edge technologies. Drive the development of data infrastructure
- Improve ML scaling infrastructure for data ETL, model training and lifecycle, MLOps, batch and run-time processing automation, and inference.
- Ship, support, debug, and secure AI systems in production. Build reusable production data pipelines for implemented machine learning models.
- Manage several technical project deliverables to the business
- All other duties as assigned.
What you'll bring
- Training or education in CS/AI-ML with strong track record of success
- 2+ years' experience in building and managing large volume data processing pipelines (both streaming and batch)
- Ability to manage the infrastructure and data pipelines needed to bring ML solution to production
- Hands-on distributed systems compute experience using Spark/Dataproc, Kafka, Hive or equivalent
- Minimum of 2 years' experience with scripting language Python, & Docker
- Proficiency in, at least, one modern programming language such a Java, Scala, C++, C#, Go
- 1-2 years of experience in the following (consideration given to advanced degree):
- developing ML infrastructure and MLOps in the Cloud (AWS preferred)
- Experience with CI/CD tools (e.g., Jenkins or equivalent), version control (Git), orchestration/ Job Scheduling tools (Airflow, Luigi, Oozie)
- Knowledge/experience working with AWS stack (Sagemaker, S3, Lambda, Batch, API Gateway)
- Experience with Infrastructure as code (Cloudformation/Terraform).
- CS background (preference for advanced degree)
What's in it for you
- Compensation: Competitive base pay, incentive plans and employee referral bonuses.
- Coverage: Health, vision and dental featuring our best-in-class healthcare navigation services, along with life insurance, legal and identity protection, adoption assistance, EAP, Teladoc services and more.
- Retirement: 401(k) plan with up to 4% employer match and full vesting on day one.
- Balance: Paid Time Off (PTO), 7 paid holidays, parental leave, volunteer days, paid sabbaticals, and more.
- Development: Tuition reimbursement up to $5,250 annually, certification/continuing education reimbursement, discounted higher education partnerships, paid trainings and leadership development.
- Culture: Recognition as a Best Place to Work for 15+ years, dedication to diversity, philanthropy and sustainability, and people-first values that drive every decision.
- Environment: A modern workplace with a casual dress code, open floor plans, full-service dining, free snacks and drinks, complimentary 24/7 fitness center with group classes, outdoor walking paths, game room, notary and dry-cleaning services and more! Check out our home: https://youtu.be/xRnbvCW_YgA
What you should know
- Internal Associates: Already a Healthcare Warrior? Apply internally through Jobvite.
- Process: Application > Phone Screen > Online Assessment(s) > Interview(s) > Offer > Background Check
- Diversity, Equity and Inclusion: Quantum Health welcomes everyone. We value our diverse team and suppliers, we're committed to empowering our ERGs, and we're proud to be an equal opportunity employer.
- Agencies: Quantum Health does not accept unsolicited resumes or outreach from third-parties. Absent a signed MSA and request/approval from Talent Acquisition to submit candidates for a specific requisition, we will not approve payment to any third party.
- Sponsorship: Applicants must be legally authorized to work in the United States on a permanent and ongoing future basis without requiring sponsorship.
#LI-KT1 #LI-Hybrid
Note: Compensation information published by job boards are estimates and not verified by Quantum Health. Details surrounding compensation will be disclosed throughout the interview process. Compensation offered is based on the candidate's unique combination of experience and qualifications related to the position.
Date Posted
06/20/2023
Views
8
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