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Senior Data Scientist

2 months ago

Bengaluru, India SetupmyHR Full time
About the Job
Our Client : Our Client is an leading AI-powered platform enables a new generation of efficiency and process compliance in manufacturing, warehouse, retail, and multisite frontline operations. Enterprises leverage advanced deep learning and computer vision capabilities from the platform to bring real time visibility and actionable insights.
Position : Sr. Data Scientist / Sr. Machine Learning Engineer
Location : Bangalore
Work from Office - 5days
Experience : 5+years and above
Sr. Data Scientist / Sr. Machine Learning Engineer
All of our team members are expected to learn, learn, and learn We are working on cutting edge technologies and areas of artificial intelligence that have never been explored before. We are looking for motivated software engineers with strong coding skills that want to work on problems and challenges they have never worked on before. All of our team members wear multiple hats so you will be expected to simultaneously work on multiple aspects of the products we ship.
Responsibilities
● You will be a key member of the data science team to design, develop, and implement machine learning algorithms and models. The responsibilities include writing specifications, design documents, unit test plans, developing algorithms, rapid prototyping and coding in Python, and C++. You will be responsible for developing high performance, optimized models, and tuning models.
● Participate heavily in brainstorming of system architecture and feature design
● Interface with external customers and key stakeholders to understand and document design requirements
● Work cross functionally with Engineering, Data Science, Product, UX, BD, and Infrastructure teams
● Drive best coding practices across the company (i.e. documentation, code reviews, coding standards, etc)
● Complete projects with little or no supervision from senior leadership
Required Qualifications
● 5+ years of relevant industry experience
● Experience in Linear algebra, statistics & Probability skills, such as distributions, statistical testing, regression, Deep Learning
● Strong background in computer vision, object detection and object segmentation
● Experience with Video Management System, Video Processing, and Video Codecs
● Experience in machine learning frameworks such as Tensorflow, Pytorch, or Yolo
● Strong industry experience in using design patterns, algorithms and data structures
● Industry experience in using feature engineering, model performance tuning, and optimizing machine learning models
● Hands on development experience in Python and packages such as NumPy, Sci-Kit Learn and Matplotlib
● Additionally, must have at least 4+ years experience back-end web development with the following tools: Python, Flask, FastAPI,AWS or Azure, GCP, Java or C/C++, ORM, Mongo, Postgres, TimescaleDB
Desired Experience/Skills
● Experience in Python, and Java are desired.
● You have a strong background in computer vision and/or machine learning
● Experience with the following tools: Google Cloud Platform, Amazon AWS, Objective C/Swift
● Experience with open source projects in a startup environment
● M. Tech, MSE, BTech or BE in Computer Science, Electronics and Communications or Information Technology, and preferably Diploma courses in Data Science