AI/ML Architect With Databricks
DVG Tech SolutionsContract
Required Skillset:
PythonDatabricksDelta Lakescikit-learnPySparknumpypandasMLflowSpark SQLDatabricks Jobs & Workflows
Job Description
- Bachelor’s degree or higher in Computer Science, Data Science, Mathematics, Statistics, Engineering, or related field.
- 3+ years of experience in data science or machine learning roles.
- Advanced knowledge of Databricks, including:
- PySpark / Spark SQL
- Databricks notebooks
- Delta Lake
- MLflow
- Databricks Jobs & Workflows
- Strong programming skills in Python (pandas, numpy, scikit‑learn).
- Experience working with large-scale data processing.
Solid understanding of machine learning algorithms and statistical techniques
Key Responsibilities
Data Science & Machine Learning
- Develop, train, and optimize machine learning and statistical models using Databricks, Python, PySpark, and MLflow.
- Perform exploratory data analysis (EDA) to identify trends, patterns, and insights in large datasets.
- Deploy ML models into production using Databricks MLflow, Delta Live Tables, or other MLOps pipelines.
Data Engineering & Databricks Platform
- Build scalable, high‑performance ETL/ELT pipelines using PySpark, SQL, and Databricks workflows.
Preferred
- Experience deploying models in production using MLOps frameworks.
- Knowledge of Azure Databricks or AWS Databricks environments.
- Understanding of CICD pipelines and DevOps concepts (Azure DevOps, GitHub Actions, etc.)
- Familiarity with deep learning frameworks (TensorFlow, PyTorch) is a plus.
Key Competencies
- Strong analytical and problem‑solving skills
- Ability to work in a fast-paced, collaborative environment
- Excellent communication and presentation skills
- Self-driven with high attention to detail
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