Quantiphi

Associate Architect - Machine Learning Engineer

Mumbai, India
Pandas Machine Learning Docker Microservices PyTorch Keras Flask Django Kubernetes FastAPI Python TensorFlow OpenCV Deep Learning API
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Description

While technology is the heart of our business, a global and diverse culture is the heart of our success. We love our people and we take pride in catering them to a culture built on transparency, diversity, integrity, learning and growth.


If working in an environment that encourages you to innovate and excel, not just in professional but personal life, interests you- you would enjoy your career with Quantiphi!

Roles and Responsibilities:

  • Ability to work on engagements related to different domains

  • Work in a highly collaborative and fast-paced environment by interacting with the stakeholders and various IT teams within the company to facilitate the design and development of ML/AI solutions

  • Responsible for the successful delivery of all allocated projects with respect to schedule, quality, and customer satisfaction

  • Work with the pre-sales team on RFP, RFIs and help them solutioning for different AI/ML use cases

  • Evaluate latest technologies, decide technical feasibility, and drive solution implementations

  • Follow Agile standards and methodologies in all phases of the project and ensure excellence in delivery to customers

  • Refine coding standards, software development guidelines, and best practices within the organization, and ensure adherence to those

Skills required:

  • Strong interpersonal and written skills with clear and precise communication

  • Stakeholder interaction experience both within the organization and outside with clients

  • Strong analytical and quantitative skill set with proven experience solving business problems across domains

  • Hands-on with Python programming and ML libraries/frameworks like Scikit-Learn, Pandas, TensorFlow, Pytorch, Keras, OpenCV, XGBoost etc.

  • Distributed training for deep learning using frameworks like PyTorch, TensorFlow

  • Knowledge of statistical modelling and popular machine learning models.

  • Experience with Deep Learning/Computer Vision techniques like CNNs, Faster RCNN, Mask RCNN, YOLO, SSD, Detectron2 for various use cases related to image such as Image Classification, Object Detection,

  • Image Segmentation, Image similarity (Siamese network) etc and Advanced image processing using OpenCV, Feature Detection and Matching using SIRF/SURF/FAST/BRIEF

  • Experience of Traditional NLP, GenAI, Forecasting modeling would be a plus

  • Should possess knowledge of multiple cloud platforms (AWS-Preferable) and machine learning services offered by them.

  • Experience in building end to end machine learning pipelines, deployment using any ML Ops Framework, model performance monitoring, CI/CD.

  • Experience in building APIs using frameworks such as Flask, Django, FastAPI

  • Docker containerization of microservices, deployment on cloud compute resources and orchestrationusing popular frameworks like Kubernetes

If you like wild growth and working with happy, enthusiastic over-achievers, you'll enjoy your career with us!

Quantiphi
Quantiphi
Artificial Intelligence (AI) Cloud Data Services InsurTech Machine Learning Software

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