Data Architect - India - 3Pillar Global

3Pillar Global

Verified Company

India

2 weeks ago

Posted by:

Deepika Kaur

beBee Recuiter

Description

We are 3PILLAR GLOBAL

In 2023, 3Pillar Global India was named as a "Great Place to Work" for the fifth year in a row based on how our employees feel about our company, collaborative culture, and work/life balance - come join our growing team
*****We are looking for a Data Architect with 12 to 17 years of experience to be part of the product engineering team.

Responsibilities:

Assessments of existing data components, Performing POCs, Consulting with the stakeholders
Proposing endtoend solutions to an enterprise's dataspecific business problems, and taking care of data collection, extraction, integration, cleansing, enriching, and data visualization
Ability to design large data platforms to enable Data Engineers, Analysts & Scientists

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Data Science: Lead the development and design efforts of model architecture, ensuring high-quality results
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Mentorship and Code Review: Mentor junior developers, conduct code reviews, and enforce coding standards to maintain code quality and facilitate skill development within the team.
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Performance Optimization: Identify and resolve performance, optimizing model and backend integration for efficiency and more accurate results
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Documentation and Collaboration: Create and maintain technical documentation, collaborate with cross-functional teams, and contribute to project planning and estimation, ensuring effective communication and project success.

Provide thought leadership by representing the Practice / Organization on internal/external platforms

Requirements:

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Must have:

Experience working with AWS, Devops, IAAC, and common Deep Learning frameworks in Python.
At least one of the following: Tensorflow, PyTorch, JAX, ONNX, or Keras.
Experience with the standard ML tools in Python, specifically: numPy, SciPy, and SciKit-Learn.
Strong understanding of the fundamental concepts and architectures used in Deep Learning, including loss functions, activation functions, convolution operators, pooling, attention mechanisms, and optimization algorithms.
Willingness to work in a collaborative manner.
At Least One Resource Should Have:
Experience with common NLP Toolkits.
Including at least two of the following: Transformers Library, LangChain, NLTK, Gensim, SentenceTransformers, LlamaIndex, and SpaCy.
Experience serving/deploying ML models in Python.
Preferably using REST or gRPC APIs.
Experience with common Computer Vision Toolkits.
Including at least one of the following: OpenCV, scikitimage, Kornia, PIL.
Experience with CNNs used for Computer Vision.
Experience with Transformer networks for NLP.
Leading ML Initiatives

- **Nice to have**:

Experience with Transformer networks for Computer Vision.
Experience with Time Series forecasting.

Benefits:

A competitive annual salary based on experience and market demands
Flexitimings
Work From Anywhere
Medical insurance with the option to purchase a premium plan or HSA option for your entire family
Regular Health checkup camps arranged by the company
Recreational activities (Pool, TT, Wii, PS2)
Business casual atmosphere

- #LI-Remote