Information Technology
Cloudesign Technology Solutions
Overview
Position: Senior Data Scientist
Location: Mumbai (MIDC/ Lower Parel) OR Goa (Panaji)
Experience: 4 - 12 years
Job Description:
You are a data pro with deep statistical knowledge and analytical aptitude. You know how to make sense of massive amounts of data and gather deep insights. You will use statistics, data mining, machine learning, and deep learning techniques to deliver data-driven insights for clients. You will dig deep to understand their challenges and create innovative yet practical solutions.
Responsibilities:
- Meeting with the business team to discuss user interface ideas and applications.
- Selecting features, building and optimizing classifiers using machine learning techniques
- Data mining using state-of-the-art methods
- Doing ad-hoc analysis and presenting results in a clear manner
- Optimize application for maximum speed and scalability
- Assure that all user input is validated before submitting code
- Collaborate with other team members and stakeholders
- Taking ownership of features and accountability
Requirements:
- 4+ years’ experience in developing Data Models
- Excellent understanding of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, etc.
- Excellent understanding of NLP and language processing
- Proficient understanding of Python or PySpark
- Good experience of Python and databases such as MongoDB or MySQL
- Good applied statistics skills, such as distributions, statistical testing, regression, etc.
- Build Acquisition Scorecard Models
- Build Behaviour Scorecard Models
- Created Threat Detection Models
- Created risk profiling model or classification model
- Build Threat/Fraud Triggers from various sources of data
- Experience with Data Analysis Libraries - NumPy, Pandas, Statsmodels, Dask
- Good understanding of Word2vec, RNNs, Transformers, Bert, Resnet, MobileNet, Unet, Mask-RCNN, Siamese Networks, GradCam, image augmentation techniques, GAN, Tensorboard
- Ability to provide accurate estimates for tasks and detailed breakdowns for planning and managing sprints
- Deployment - Flask, Tensorflow serving, Lambda functions, Docker is a plus
- Previous Experience leading a DS team is a plus
Personal Qualities:
- An ability to perform well in a fast-paced environment
- Excellent analytical and multitasking skills
- Stays up-to-date on emerging technologies
- Data-oriented personality
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