Senior Data Engineer I
1 month ago
LexisNexis Legal & Professional is a leading provider of innovative products for data analysis, visualization, and research. We are seeking a highly skilled Senior Data Engineer I to join our team and contribute to the development of cutting-edge solutions.
Responsibilities- Design and implement scalable data ingestion and machine learning inference pipelines
- Collaborate with data scientists, data engineers, and API engineers to develop and deploy machine learning models
- Develop and report on ML Ops metrics such as deployment frequency, lead time for changes, mean time to restore, and change failure rate
- Provide visibility into the health of our data platform and optimize cloud costs
- Automate and handle the life-cycle of systems and platforms that process our data
- Masters degree in Software Engineering, Data Engineering, Computer Science or related field
- 5 years of relevant work experience
- Strong Scala and Python background
- Experience with Apache Spark and/or Ray
- Knowledge of AWS, GCP, Azure, or other cloud platform
- Knowledge of current principles and frameworks for ML Ops
- Experience with ML Ops technologies such as ML Flow, DVC, Grafana, DataHub, Databricks
- Experience with machine learning technologies such as PyTorch, TensorFlow, AWS Sagemaker
- Experience with CI/CD pipelines, including Jenkins or Git Actions
- Experience with Docker containerization or Kubernetes orchestration
- Experience in improving data security and privacy, and managing and reducing cloud costs
- Knowledge of API development and machine learning deployment
We promote a healthy work/life balance across the organization, with various flexible and remote working options available to employees. We are committed to equal opportunity employment regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status.
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