Building Machine Learning Foundations for Healthcare Innovation

1 day ago

Bengaluru, Karnataka, India beBeeData Full time ₹ 2,00,00,000 - ₹ 2,50,00,000
Job Title:

Data Insights Leader

About the Role:

This is a key position that enables the development of data-driven technology solutions to establish the company as an industry leader in healthcare, financial, and clinical administration.

As a hands-on Data Insights Leader, you will focus on building and implementing machine learning models and predictive analytics solutions that drive AI-powered innovation in healthcare. Your work will span the entire healthcare revenue cycle from clinical encounters through financial transaction completion, extending into back-office operations and payer interactions.

You will lead the development of predictive machine learning models for Revenue Cycle Management analytics, including:

  • Payer Propensity Modeling: predicting payer behavior and reimbursement likelihood
  • Claim Denials Prediction: identifying high-risk claims before submission
  • Payment Amount Prediction: forecasting expected reimbursement amounts
  • Cash Flow Forecasting: predicting revenue timing and patterns
  • Patient-Related Models: enhancing patient financial experience and outcomes
  • Claim Processing Time Prediction: optimizing workflow and resource allocation
Requirements:
  • Advanced degree in Data Science, Statistics, Computer Science, Mathematics, or a related quantitative field
  • 5+ years of hands-on data science experience with a proven track record of deploying ML models to production
  • Expert-level proficiency in SQL and Python, with extensive experience using standard Python machine learning libraries
  • Cloud platform experience, preferably AWS, with hands-on knowledge of SageMaker, S3, Redshift, and Jupyter Notebook workbenches
  • Strong statistical modeling and machine learning expertise across supervised and unsupervised learning techniques
  • Experience with model deployment, monitoring, and MLOps practices
Preferred Qualifications:
  • US Healthcare industry experience, particularly in Health Insurance and/or Medical Revenue Cycle Management
  • Experience with healthcare data standards (HL7, FHIR, X12 EDI)
  • Knowledge of healthcare regulations (HIPAA, compliance requirements)
  • Experience with deep learning frameworks (TensorFlow, PyTorch)
  • Familiarity with real-time streaming data processing
  • Previous leadership or mentoring experience

We are looking for a collaborative and innovative team member who can help us shape our data science & analytics foundation. You will have the opportunity to build groundbreaking machine learning capabilities from the ground up and work with cutting-edge tools and methodologies.

  • Expert Machine Learning Engineer

    1 week ago

    Bengaluru, Karnataka, India beBeeMachineLearning Full time ₹ 1,50,00,000 - ₹ 2,50,00,000

    Healthcare innovation relies heavily on the development and implementation of cutting-edge machine learning models and algorithms. As a key member of our engineering team, you will be responsible for designing, building, and deploying these solutions to drive meaningful improvements in healthcare outcomes.The role requires strong technical expertise in...

  • Senior Machine Learning Innovator

    4 days ago

    Bengaluru, Karnataka, India beBeeMachine Full time ₹ 15,00,000 - ₹ 28,00,000

    Job DescriptionWe are seeking a skilled Machine Learning Engineer to join our team. As a key member of our organization, you will be responsible for building and deploying machine learning models that drive business growth and improve customer experience.The primary focus will be on developing machine learning solutions for content and ad platforms,...

  • Machine Learning Senior Analyst

    1 week ago

    Bengaluru, Karnataka, India Cigna Healthcare Full time ₹ 1,04,000 - ₹ 1,30,878 per year

    ResponsibilitiesUtilize Large Language Models (LLMs), Open Source, Machine Learning, and numerical programming frameworks, to build transformative solutions.Understanding of AI Models, Large Language Models, and AI specialized infrastructure especially as it relates to AI trends and issues within businesses.Work with Product Development as a Generative...

  • Machine Learning Specialist

    2 days ago

    Bengaluru, Karnataka, India beBeeMachineLearning Full time ₹ 1,04,000 - ₹ 1,30,878

    Machine Learning ExpertTo succeed in this role, you need a strong foundation in machine learning and software development. You should have a proven track record of designing and developing scalable machine learning solutions. Collaboration with cross-functional teams is key to driving innovation and delivering results.Key Responsibilities:Design and develop...

  • Healthcare AI Innovator

    6 days ago

    Bengaluru, Karnataka, India beBeeInnovation Full time ₹ 2,50,00,000 - ₹ 3,50,00,000

    Unlock the Potential of AI in HealthcareAbout the RoleWe are seeking a highly skilled Lead AI/ML Engineer to join our team. In this role, you will have the opportunity to drive innovation in healthcare by leading cutting-edge research in deep learning, foundation models, reinforcement learning, or multimodal AI.Key Responsibilities:Design, develop, and...

  • Healthcare Innovation Leader

    6 hours ago

    Bengaluru, Karnataka, India beBeeInnovator Full time ₹ 20,00,000 - ₹ 25,00,000

    At the forefront of technological advancements in healthcare, we seek a visionary Lead AI/ML Engineer to spearhead the design and deployment of innovative AI solutions.This high-impact role combines machine learning engineering with frontend/backend development and cloud native microservices. You will collaborate closely with data scientists, MLOps...

  • Innovative Machine Learning Solutions

    2 weeks ago

    Bengaluru, Karnataka, India beBeeMachineLearning Full time ₹ 90,00,000 - ₹ 1,20,00,000

    Job DescriptionWe are seeking a skilled Machine Learning Engineer to join our team and contribute to the development of innovative machine learning models. Our mission is to provide equal access to financial services, and we believe that machine learning can play a critical role in achieving this goal.The successful candidate will work closely with...

  • Machine Learning Innovation Lead

    7 days ago

    Bengaluru, Karnataka, India beBeeMachineLearning Full time ₹ 2,00,00,000 - ₹ 2,50,00,000

    About the Role:The Machine Learning Innovation Lead will spearhead the development of cutting-edge machine learning algorithms and models on cloud-based platforms. The ideal candidate should possess in-depth expertise in machine learning theory, algorithm design, and innovation.Key Responsibilities:Design and implement sophisticated machine learning...

  • Principal Machine Learning Engineer

    5 days ago

    Bengaluru, Karnataka, India beBeeTechnical Full time ₹ 2,40,00,000 - ₹ 3,20,00,000

    Transform Lives through AIOur mission is to empower professionals and businesses to achieve more in their careers.Empowering millions of companies to connect with their future customers and drive economic value requires innovative products and technology.Staff Machine Learning Engineer PositionThis role involves technical leadership within the AI team, going...

  • Machine Learning

    2 weeks ago

    Bengaluru, Karnataka, India A.G. Employvision Pvt Ltd Full time

    Machine Learning & Data Science Engineer Location: Bangalore VC funded startup at the intersection of AI & storytelling We're building creator-first tools that turn ideas into production-ready video. Join us to shape the core AI infrastructure powering multimodal content workflows. What We're Looking For An engineer with strong foundations in data...