21 Sep
|
Brillio
|
Bengaluru
Data Architect
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 Excellent 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 Great 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 solutions an
📌 Data Architect (Bengaluru)
🏢 Brillio
📍 Bengaluru