Principal Applied Scientist
Headlamp Health
This job is no longer accepting applications
See open jobs at Headlamp Health.See open jobs similar to "Principal Applied Scientist" super{set}.Job Title: Principal AI/ML Scientist (Healthcare) Job Description:
We are seeking a highly motivated and experienced AI/ML Founding Engineer to join our dynamic healthcare startup. As a strategic thinker, visionary leader, and hands-on practitioner in AI/ML techniques, including NLP, LLMs, and deep learning methods, you will play a pivotal role in shaping our AI-driven solutions for the healthcare industry. Additionally, experience with MLOps practices and frameworks is essential for ensuring the seamless integration and operationalization of AI/ML models in real-world healthcare environments.
Key Responsibilities:
Strategic Leadership: Provide strategic direction and leadership in the development and implementation of AI/ML initiatives aligned with our company's vision and goals.
Product Innovation: Drive innovation in AI/ML-powered healthcare solutions, from concept ideation to product development and deployment, while incorporating MLOps best practices.
Algorithm Development: Design, develop, and deploy advanced AI/ML algorithms and models, with a focus on NLP, LLMs, and deep learning techniques, while adhering to MLOps principles for model reproducibility, scalability, and reliability. Data Analysis: Conduct in-depth data analysis and exploration to extract actionable insights from healthcare data, leveraging MLOps methodologies to streamline data ingestion, preprocessing, and feature engineering pipelines. Model Evaluation: Evaluate the performance and efficacy of AI/ML models using appropriate metrics and validation techniques, with a focus on MLOps-driven model monitoring, logging, and versioning to ensure model robustness and compliance.
Collaboration: Collaborate closely with cross-functional teams, including data scientists, engineers, DevOps specialists, and product managers, to drive AI/ML initiatives and integrate solutions into our products and services, while adhering to MLOps workflows and practices.
Research and Development: Stay abreast of the latest advancements in AI/ML research, MLOps methodologies, and healthcare technology trends, and incorporate innovative approaches into our development processes to optimize model performance and operational efficiency.
Technical Leadership: Provide technical guidance and mentorship to junior team members, fostering a culture of learning and excellence in AI/ML engineering and MLOps practices.
Qualifications:
- ● Advanced degree (Ph.D. preferred) in Computer Science, Engineering, or related field with a focus on AI/ML.
- ● Proven track record of strategic leadership and hands-on experience in AI/ML techniques, including NLP, LLMs, and deep learning methods, as well as proficiency in MLOps practices and frameworks.
- ● Experience in healthcare or biomedical informatics is highly desirable, with a deep understanding of healthcare data and regulatory requirements (HIPAA, GDPR, etc.).
- ● Proficiency in programming languages such as Python, R, or Java, and familiarity with AI/ML frameworks (TensorFlow, PyTorch, scikit-learn, etc.), as well as MLOps tools and platforms (e.g., Kubeflow, MLflow, TFX, etc.).
- ● Strong analytical and problem-solving skills, with the ability to translate business requirements into technical solutions and deliver actionable insights using MLOps-driven workflows.
- ● Excellent communication and collaboration skills, with the ability to effectively communicate complex technical concepts to non-technical stakeholders.
- ● Passion for healthcare innovation and a commitment to improving patient outcomes through AI-driven solutions and MLOps best practices.
- Location: [Bangalore]
- Join us in revolutionizing healthcare with AI/ML and MLOps! If you're a visionary leader with a passion for innovation and a drive to make a meaningful impact, we want to hear from you. Apply now to be part of our dynamic team!
This job is no longer accepting applications
See open jobs at Headlamp Health.See open jobs similar to "Principal Applied Scientist" super{set}.