Senior Data Engineer

1 week ago

Bethlehem, United States RIT Solutions, Inc. Full time

Title: Senior Data EngineerLocation: Bethlehem, PA, HybridDuration: 12+ months contract

We are seeking an innovative and dedicated Senior Data Engineer to join our Enterprise Data & Analytics engineering team.The ideal candidate will work closely with our Data Science team, helping to enable cutting edge AI & machine learningsolutions which will contribute towards enhancing wellbeing of our customers, foster growth, maintain competitive advantage, and customer satisfaction.You will work at the forefront of technology, disrupting the status quo and enabling our business to navigate the unknown.

You will• Implement machine learning models into operations and processes via batch, streaming and API methods.• Develop, test, and maintain robust tools, frameworks, and libraries that standardize and streamline the data & machine learning lifecycle.• Contribute to developing and maintaining end-to-end MLOps lifecycle to automate machine learning solutions development and delivery.

You Have• Bachelor's or Master's degree with 5+ years of experience in Computer Science, Data Science, Engineering, or a related field.• 4+ years of experience in working with Python, SQL, PySpark and bash scripts.• Understanding of Large language models (LLM) and MLOps lifecycle for operationalizing LLM models.• Proficient in software development lifecycle and software engineering practices.• 3+ years of experience in developing and maintaining robust data pipelines for both structured andunstructured data to be used by Data Scientists to build Client Models.• 3+ years of hands-on experience in operationalizing Machine Learning solutions which are used in live production processes.• 3+ years of experience working with Cloud Data Warehousing (Redshift, Snowflake, Databricks SQL or equivalent)platforms and experience in working with distributed framework like Spark.• 2+ years of hands-on experience in using Databricks platform for MLOps using MLFlow, Model Registry and Databricks Workflow.• Solid understanding of machine learning life cycle, data mining, and ETL techniques.• Experience with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn, xgboost).• Proficiency in API development using Flask / FastAPI frameworks and familiarity with containerization technologies like docker or Kubernetes.• Hands-on experience in building and maintaining tools and libraries which have been used by multiple teams across organization.• Hands on experience with CI/CD tools (e.g., Jenkins or equivalent), version control(Github, Bitbucket), Orchestration (Airflow, Prefect or equivalent)

Good to have.• Familiarity with deep learning frameworks and deploying deep learning models for production use cases.• Familiarity in using GPU compute either for model training or inference. #J-18808-Ljbffr

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