90 ResourceTree Global Services Jobs
Machine Learning Engineer - Python/PySpark (4-6 yrs)
ResourceTree Global Services
posted 6d ago
Key skills for the job
Job Description :
- Strong experience in Python and PySpark.
- Knowledge of algorithms and DSA (Data Structures & Algorithms).
- Databricks familiarity (Delta, Unity Catalog, MLIlow, Della Lake, and data science stack).
- SQL experience (level 6+ acceptable).
- Familiarity with cloud technologies (preferably Databricks. SageMaker).
- Familiarity with PySpark and deploying on cloud environments.
- Exposure to AWS services such as S3. EC2. and DynamoDB (preferred but not mandatory).
- Production-level experience in deploying models, including Cl/CD for data science models (preferable but not mandatory).
- Understanding of Docker, Kubemetes. and managing long-term ML lifecycle.
- Proficiency in SQL and experience with databases (Cosmos DB. relational databases).
- Ability to manage teams, drive technical discussions, and take ownership of projects.
- Experience in leading data science/ML engineering initiatives and customer interactions.
- Focus on structured thinking. problem-solving ability, and the capacity to pivot in real-time.
- Evaluate how candidates write production-ready code (e.g., using Jupyter notebooks, handling real datasets).
- Chock their ability to make decisions, explain assumptions, and iterate on solutions during the coding session.
- Hands-on coding will be tested alongside theoretical knowledge in areas such as data processing. PySpark operations (e.g., group by). and machine learning pipelines.
Functional Areas: Other
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