Data Science - Staff

Location

Bangalore | India

Job description

• Watched a movie onlineAccessed an emailUsed a cloudOdds are that you are already been using Equinix data centers in some form.
• Equinix operates International Business Exchange where the information-driven world lives and thrives. Equinix Data Centers provide a platform where many of the world s best brands are launching their next breakthrough innovations.
• As a Full stack Data Scientist, you will be responsible to build, and optimizing our AI/ML systems. You will evaluate existing machine learning (ML) processes, perform statistical analysis to resolve data set problems, and improve the accuracy of our AI softwares capabilities.

Key Responsibilities

• Research and implement appropriate AI algorithms and tools

• Envision, implement, and deliver production-level Classical Machine Learning models(Regression, Classification, and clustering), NLP models (Sentiment, Summarization, Chatbot/QA, Info Retrieval), Computer Vision(Image Classification, Object Detection, Semantic Segmentation and Instance Segmentation using Yolo V7, DDRNet, RFTM using pre-trained datasets(Coco, Cityscapes)

• Deploy ML models into production using cutting-edge deployment strategies, conduct A/B tests to objectively measure improvements

• Keep innovating and optimizing the machine learning workflow, from data exploration, and model experimentation/prototyping to production

• Apply cutting-edge technologies and toolchains in big data and machine learning to build a machine learning platform on Cloud (ML ops)

• Building Features, running tests, performing statistical analysis, and interpreting test results

• Proficient in any of the deep learning frameworks such as PyTorch, TensorFlow, Keras

• Develop a model pipeline in a Developer environment, check in to Git, use GitHub actions, containerize the application, and deploy it to VM, App Engine, or K8 Cluster

Qualifications

• 1+ years with Ph.D. OR 2+ Years with a Masters OR 4+ Years with Bachelors in Data Science, Computer Science, or Machine Learning

• Experience coding in Python (needed)

• Excellent understanding of software engineering principles and design patterns

• Experience in one of the cloud platforms

• Ability to communicate the results of the analysis

• Highly effective time management, communication, and organizational skills

Job tags

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