21 Sep
|
Brillio
|
Bengaluru
Data Architect
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Job requirements
Experience Range: With at least 7 to 10 years of experience in data
architecture, data science, advanced statistical modeling, and AI architecture
Key Responsibilities:
* Design and architect robust data pipelines and frameworks to support advanced
analytics, machine learning, and AI workloads
* Develop and implement statistical and AI models, including regression (linear
and logistic), classification algorithms, forecasting techniques (ARIMA,
exponential smoothing), and deep learning architectures
* Lead the integration of probabilistic graph models, advanced statistical
tests (hypothesis testing, T-Test, Z-Test), and AI-driven solutions into
production systems
* Collaborate with data scientists and engineering teams to optimize data
workflows and AI model deployment using tools such as KubeFlow and BentoML
* Ensure data quality and integrity by implementing validation frameworks like
Great Expectations and Evidently AI
* Manage and optimize large-scale data processing and AI environments using
Python, PySpark, R, and SAS/SPSS
* Evaluate and select appropriate machine learning and AI frameworks
(TensorFlow, PyTorch, Sci-Kit Learn, CNTK, Keras, MXNet) for scalable model
deployment
* Provide technical leadership in the adoption of emerging technologies and
best practices in data architecture, advanced analytics, and AI solutions
Required Skills:
* Advanced proficiency in Python and PySpark
* Expertise in statistical analysis and computing
* Hands-on experience with SAS and SPSS
* Strong knowledge of hypothesis testing, T-Test, and Z-Test
* Experience with regression techniques (linear and logistic)
* Proficiency in probabilistic graph models
* Familiarity with Excellent Expectations and Evidently AI for data validation
* Forecasting expertise using ARIMA, ARIMAX, and exponential smoothing
* Working knowledge of KubeFlow and BentoML
* Experience with classification algorithms (Decision Trees, SVM)
* Experience architecting AI solution
📌 Data Architect (Bengaluru)
🏢 Brillio
📍 Bengaluru