Senior Data Scientist
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Job Location:
Monthly Salary:
Posted on:
9 hours ago
Vacancies:
1 Vacancy
Job Summary
Greetings from COLAN INFOTECH PVT LTD.
We have a significant opening for a Senior Data Scientist role with a focus on Computer Vision.
Experience: 5years to 10years
Skills: Deep learning Computer vision Image processing Machine learning Pytorch Gen AI
No of openings: 5
Interested candidates can drop their CV at:
Please find the JD below
Job Description:
Role Overview
We are seeking a highly experienced Senior Data Scientist specializing in Computer Vision and Generative AI to lead cutting-edge R&D and model deployment efforts. You will drive innovation in vision-language and diffusion-based systems from research prototypes to scalable production-grade pipelines.
Key Responsibilities
Design train and optimize deep learning models for image generation image-to-image translation and text-to-image synthesis.
Conduct advanced R&D in Generative-AI including Diffusion Models Transformers VAEs and GANs.
Explore Vision-Language and multi-modal learning (text image 3D) with models like CLIP Flamingo PixArt-α and Qwen2-VL.
Implement distributed training and model parallelism using PyTorch Deep Speed and Hugging Face Accelerate.
Lead experiments with LoRA QLoRA adapters and parameter-efficient fine-tuning methods.
Develop evaluation pipelines for visual realism garment fidelity and human perceptual quality metrics.
Collaborate with product and engineering teams to deploy models to production using Triton Torch Serve or Fast-API.
Design automated ML-Ops pipelines for training evaluation and deployment (CI/CD monitoring retraining).
Mentor junior ML-engineers and data scientists ensuring best practices in model reproducibility experiment tracking and code quality.
Required Skills & Experience
Hands-on experience in applied ML/AI focusing on Computer Vision and Generative Models.
Proficiency in image generation in painting style transfer human parsing and pose estimation.
Hands-on experience with Stable Diffusion ControlNet LoRA fine-tuning and Hugging Face Diffusers.
Strong knowledge of architectures such as U-Net ViT Transformer-based encoders/decoders VAE and GAN variants.
Expertise in distributed training data parallelism and GPU/TPU acceleration.
Experience with synthetic data generation texture alignment and dataset curation pipelines.
Proven track record of deploying production-grade ML systems (Fast-API Triton Torch Serve or REST APIs).
Proficient with Python PyTorch OpenCV NumPy Hugging Face and WandB/MLflow.
Interested candidate can drop their CV to:
Required Experience:
Senior IC
Key Skills
- Laboratory Experience
- Mammalian Cell Culture
- Biochemistry
- Assays
- Protein Purification
- Research Experience
- Next Generation Sequencing
- Research & Development
- cGMP
- Cell Culture
- Molecular Biology
- Flow Cytometry
About Company
Colan Infotech is among the 50 fastest growing companiesâ according to Silicon India and âThe 50 best companies to work forâ rated by Silicon Review. At Colan Infotech, you would walk across tech-minded people who conquer the frontiers of technology for a successful business. ... View more
