Modernizing Medicine

Machine Learning Ops Engineer 2

Remote Hyderabad, India
Machine Learning Spring AWS GCP Azure
Description

We are united in our mission to make a positive impact on healthcare. Join Us! 

  • South Florida Business Journal, Best Places to Work 2024
  • Inc. 5000 Fastest-Growing Private Companies in America 2024
  • 2024 Black Book Awards, ranked #1 EHR in 11 Specialties
  • 2024 Spring Digital Health Awards, “Web-based Digital Health” category for EMA Health Records (Gold)
  • 2024 Stevie American Business Award (Silver), New Product and Service: Health Technology Solution (Klara)

Who we are:

We Are Modernizing Medicine (WAMM)! We’re a team of bright, passionate, and positive problem-solvers on a mission to place doctors and patients at the center of care through an intelligent, specialty-specific cloud platform. Our vision is a world where the software we build increases medical practice success and improves patient outcomes. Founded in 2010 by Daniel Cane and Dr. Michael Sherling, we have grown to over 3400 combined direct and contingent team members serving eleven specialties, and we are just getting started! ModMed is based in Boca Raton, FL, with office locations in Santiago, Chile, Berlin, Germany, Hyderabad, India, and a robust remote workforce with team members across the US.


 

ModMed is hiring a driven ML Ops Engineer 2 to join our positive, passionate, and high-performing  team focused on scalable ML Systems. This is an exciting opportunity to You as you will collaborate with data scientists, engineers, and other cross-functional teams to ensure seamless model deployment, monitoring, and automation. If you're passionate about cloud infrastructure, automation, and optimizing ML pipelines, this is the role for you within a fast-paced Healthcare IT company that is truly Modernizing Medicine!

Key Responsibilities:

Model Deployment & Automation: Develop, deploy, and manage ML models on Databricks using MLflow for tracking experiments, managing models, and registering them in a centralized repository.

Infrastructure & Environment Management: Set up scalable and fault-tolerant infrastructure to support model training and inference in cloud environments such as AWS, GCP, or Azure. 
 
Monitoring & Performance Optimization: Implement monitoring systems to track model performance, accuracy, and drift over time. Create automated systems for re-training and continuous learning to maintain optimal performance.

Data Pipeline Integration: Collaborate with the data engineering team to integrate model pipelines with real-time and batch data processing frameworks, ensuring seamless data flow for training and inference.

Skillset & Qualification

Model Deployment: Experience with deploying models in production using cloud platforms like AWS Sagemaker, GCP AI Platform, or Azure ML Studio.

Version Control & Automation: Experience with MLOps tools such as MLflow, Kubeflow, or Airflow to automate and monitor the lifecycle of machine learning models.

Cloud Expertise: Experience with cloud-based machine learning services on AWS, Google Cloud, or Azure, ensuring that models are scalable and efficient.

Engineers must be skilled in measuring and optimizing model performance through metrics like AUC, precision, recall, and F1-score, ensuring that models are robust and reliable in production settings.

Education: Bachelor’s or Master’s degree in Data Science, Statistics, Mathematics, or a related technical field.

ModMed in India Benefit Highlights:

  • High growth, collaborative, transparent, fun, and award-winning culture
  • Comprehensive benefits package including medical for you, your family, and your dependent parents
  • The company supported community engagement opportunities along with a paid Voluntary Time Off day to use for volunteering in your community of interest
  • Global presence, and in-person collaboration opportunities; dog-friendly HQ (US), Hybrid office-based roles and remote availability
  • Company-sponsored Employee Resource Groups that  provide engaged and supportive communities within ModMed

ModMed Benefits Highlight:  At ModMed, we believe it’s important to offer a competitive benefits package designed to meet the diverse needs of our growing workforce. Eligible Modernizers can enroll in a wide range of benefits:

India

  • Meals & Snacks: Enjoy complimentary office lunches & dinners on select days and healthy snacks delivered to your desk,
  • Insurance Coverage: Comprehensive health, accidental, and life insurance plans, including coverage for family members, all at no cost to employees,
  • Allowances: Annual wellness allowance to support your well-being and productivity,
  • Earned, casual, and sick leaves to maintain a healthy work-life balance,
  • Bereavement leave for difficult times and extended medical leave options,
  • Paid parental leaves, including maternity, paternity, adoption, surrogacy, and abortion leave,
  • Celebration leave to make your special day even more memorable, and company-paid holidays to recharge and unwind.

United States

  • Comprehensive medical, dental, and vision benefits, including a company Health Savings Account contribution,
  • 401(k):  ModMed provides a matching contribution each payday of 50% of your contribution deferred on up to 6% of your compensation. After one year of employment with ModMed, 100% of any matching contribution you receive is yours to keep.
  • Generous Paid Time Off and Paid Parental Leave programs,
  • Company paid Life and Disability benefits, Flexible Spending Account, and Employee Assistance Programs,
  • Company-sponsored Business Resource & Special Interest Groups that provide engaged and supportive communities within ModMed,
  • Professional development opportunities, including tuition reimbursement programs and unlimited access to LinkedIn Learning,
  • Global presence and in-person collaboration opportunities; dog-friendly HQ (US), Hybrid office-based roles and remote availability for some roles,
  • Weekly catered breakfast and lunch, treadmill workstations, Zen, and wellness rooms within our BRIC headquarters.

PHISHING SCAM WARNING: ModMed is among several companies recently made aware of a phishing scam involving imposters posing as hiring managers recruiting via email, text and social media. The imposters are creating misleading email accounts, conducting remote "interviews," and making fake job offers in order to collect personal and financial information from unsuspecting individuals. Please be aware that no job offers will be made from ModMed without a formal interview process, and valid communications from our hiring team will come from our employees with a ModMed email address (first.lastname@modmed.com). Please check senders’ email addresses carefully.  Additionally, ModMed will not ask you to purchase equipment or supplies as part of your onboarding process. If you are receiving communications as described above, please report them to the FTC website.

Modernizing Medicine
Modernizing Medicine
Electronic Health Record (EHR) Health Care Software

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