Data Architect

2 weeks ago

India 3Pillar Global Full time

**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 end-to-end solutions to an enterprise's data-specific 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
- ** Data Science**: Lead the development and design efforts of model architecture, ensuring high-quality results
- ** 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.
- ** Performance Optimization**: Identify and resolve performance, optimizing model and backend integration for efficiency and more accurate results
- ** 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**:

- ** 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, scikit-image, 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
- Flexi-timings
- Work From Anywhere
- Medical insurance with the option to purchase a premium plan or HSA option for your entire family
- Regular Health check-up camps arranged by the company
- Recreational activities (Pool, TT, Wii, PS2)
- Business casual atmosphere
- #LI-Remote

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