Hexaware I Tech Job I India | Analytics Data science and IOT Principal | NA | 12 years
By - Preeti
27-Sep-2024
Required Experience:
12+ years of experience is required.
Responsibilities:
5+ years of relevant AI and Deep Learning experience in computer vision or image processing projects, preferably in medical devices, biotech, or deep industry domains.
Excellent understanding of mathematical concepts related to deep learning, such as optimizers and dropout ratios; must be able to derive formulas during whiteboarding sessions.
Published research papers in leading academic journals with significant citations.
Ability to design neural network architectures from scratch for computer vision problems using PyTorch or Keras.
Working knowledge of Python, PyTorch, ONNX, TensorFlow, and C++.
Proven track record of shipping or releasing AI products or features.
Experience in developing AI models for medical devices.
Working knowledge of ultrasound or experience applying AI models to ultrasound data.
Familiarity with programming GPUs or leveraging GPUs in AI inference chains.
Experience deploying models on smartphones (edge AI with inference running on the device).
Experience with Kotlin and/or Swift.
Excellent in mathematical skills includes Differential Calculus/ Linear Algebra, etc
The Role Offers:
You will lead the charge to revolutionize ultrasound imaging by making ultrasound Easy.
You will collaborate with our customers, Clinical team, SW teams, Imaging Team, and Regulatory team to deliver novel AI features for our platforms, enabling both novice and expert clinicians to quickly and easily acquire and interpret complex ultrasound images.
This role is best suited for someone that enjoys working with the best and brightest, is extremely intelligent and curious, takes ownership for major objectives, gets their hands dirty with the code, and is capable of working independently
Essential Skills:
AI and Deep Learning experience in computer vision or image processing projects, preferably in medical devices, biotech, or deep industry domains.
Good to have Skills:
Exposure of LLMs, LoRA, embeddings, foundation models, and USL.
Experience working with databases and SQL.
Essential Qualification:
MS/PhD in a relevant technical field from premium institutes such as or equivalent to IIIT, IISc, or IITs
Must have a CGPA of over 8.0 in academic studies (Master’s/PhD).
