Sr. Full Stack Developer

2 weeks ago

Mumbai, India Clarapath Full time
Who We Are:
Founded in 2014, Clarapath’s mission is to transform the laboratory space. From our fully-automated, precision sectioning technology to world-class imaging and analysis expertise, our team is building a robotic system that will impact the future of digital pathology and improve patient care. We are looking for someone who can work on underlying software infrastructure, will take initiative, has a passion for solving complex problems and wants to make a societal impact. We offer challenging opportunities to join a uniquely innovative company that straddles the
worlds of medical devices, robotics, industrial automation, and technology.
To learn more about us, please visit us at Responsibilities:
● Design and develop predictive models, ML algorithms, statistical analyses and features
engineering to solve complex problems for hardware feedback, ease of use for customers,
retrospective data analysis and expanding product capabilities
● Evaluate the performance of AI/ML/Computer Vision models/algorithms using relevant
metrics, ensuring they meet industry-specific requirements.
● Participate in the full lifecycle of AI projects, from ideation and model development to
implementation, validation, and deployment.
● Create informative and visually appealing data visualizations and reports.
● Identify opportunities for innovation and improvement in analytics and data-driven
decision-making.
● Communicate complex computer vision concepts, and project outcomes to a diverse
audience, including technical and non-technical stakeholders.
● Provide mentorship and guidance to junior AI scientists and data scientists
Qualifications and Skills:
● Seeking candidates with a Ph.D. in computer vision, machine learning, computer science,
clinical machine learning, or a related field, or equivalent practical experience (e.g., a
Master's degree plus 6 years of relevant industry experience)
● Proven 6 years of professional experience as a Data Scientist with a significant focus on
healthcare data analysis and modeling.
● Proven expertise in developing models for diverse computer vision tasks, including
segmentation, recognition, classification, and domain adaptation.
● Exceptional programming skills in Python, with the ability to process TB-scale image
datasets using Linux/Bash.
● Proficiency in utilizing modern deep learning frameworks such as PyTorch, JAX, Keras, etc.
● Extensive hands-on experience in working with biomedical imaging modalities.
● Strong familiarity with modern representation learning approaches like self-supervised
learning, transfer learning, multi-modal modeling, few-shot learning, and more.
● Excellent communication skills, with the ability to communicate technical concepts to
non-technical healthcare stakeholders.
● Passion for creating a positive impact on the world.
Other details:
● Job location : Powai, Mumbai.
● Work Experience : 6-8 years
● WFO Role
Other Benefits:
● Group Medical Coverage (GMC) Policy
● Group Personal Accident (GPA) Policy

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