Machine Learning Architect for Healthcare
21 hours ago
About Us: Tata Consultancy Services is a global leader in digital transformation driving your business growth. We believe that the relentless pursuit of leadership is our endless adventure, where challenges are opportunities to grow, and every day is a chance to make history.
">We Offer: An estimated salary of $120,000 - $180,000 per year, commensurate with experience, depending on qualifications and location, which includes cities such as Bangalore/Pune/Chennai/Noida/Mumbai/HYD/Indore.
">Job Description:
">As a Machine Learning Architect for Healthcare at Tata Consultancy Services, you will be responsible for leading the design, development, and deployment of machine learning models and AI systems to address healthcare challenges. You will collaborate with cross-functional teams, including clinicians, researchers, and IT, to identify business needs and translate them into technical solutions.
">You will:
">- ">
- Develop and implement advanced algorithms and statistical models to solve healthcare-specific problems, such as predictive analytics, patient risk stratification, and medical image analysis;">
- Develop and integrate generative AI models and large language models (LLMs) for tasks such as medical text generation, data augmentation, and synthetic data generation;">
- Optimize and enhance existing machine learning models for better performance and scalability in healthcare settings;">
- Identify and evaluate new technologies to improve performance, maintainability, and reliability of our clients' machine learning systems;">
- Apply software engineering rigor and best practices to machine learning, including CI/CD, automation, etc.;">
- Support model development, with an emphasis on auditability, versioning, and data security;">
- Facilitate the development and deployment of proof-of-concept machine learning systems;">
- Mentor and guide junior data scientists and engineers, fostering a culture of continuous learning and improvement;">
- Communicate findings and recommendations by interacting with stakeholders to build requirements and track progress;">
- Ensure data integrity, accuracy, and security, complying with healthcare regulations such as HIPAA;">
Requirements:
">To be successful in this role, you will need:
">- ">
- 4+ years of experience in data science, machine learning, or AI engineering roles like GenAI, Statistical Analysis, Data Mining, and Data Visualization, ML framework and libraries TensorFlow, PyTorch, scikit-learn, and Keras;">
- 3+ years of experience with software engineering using Java, .net, python or any backend and frontend languages;">
- 3+ years of experience in Deploying and operationalizing ML Ops;">
- 3+ years – Azure Databricks, Azure Data Factory, SQL Server/NOSQL Databases, Azure ML Studio Model evaluation and explainability. v Model training and automated retraining.">
- Experience in leading and mentoring technical teams;">
- A proven track record of successfully delivering AI/ML projects from conception to deployment;">
About You: We're looking for someone who is passionate about machine learning and has a strong background in AI engineering. If you have a proven track record of delivering AI/ML projects and can lead and mentor technical teams, we'd love to hear from you
">Ria Aarthi A.
Tata Consultancy Services
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