22 Senior Machine Learning Engineer Jobs in Los Angeles, CA
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LEAGUE is Hiring a Senior Machine Learning Engineer Near Los Angeles, CA
- Create and maintain optimal data pipeline architecture,
- Assemble large, complex data sets that meet functional / non-functional business requirements.
- Identify, design, and implement internal process improvements: automating manual processes, optimizing data delivery, re-designing infrastructure for greater scalability, etc.
- Build the infrastructure required for optimal extraction, transformation, and loading of data from a wide variety of data sources using cloud-native and big data principles.
- Build the framework to enable analytics tools that utilize the data pipeline to provide actionable insights into customer acquisition, operational efficiency and other key business performance metrics.
- Work with stakeholders including the Product, Data and Marketing teams to assist with data-related technical issues and support their data infrastructure needs.
- Keep our data separated and secure across national boundaries through multiple data centers and regions.
- Create data processes and tools for analytics and data scientist team members that assist them in building and optimizing our product into an innovative industry leader.
- Work with data and analytics experts to strive for greater functionality in our data systems.
- Advanced working knowledge and experience working with relational databases, query authoring as well as working familiarity with a variety of databases.
- Experience building and optimizing big data pipelines, architectures and data sets.
- Experience performing root cause analysis on internal and external data and processes to answer specific business questions and identify opportunities for improvement.
- Experience with message queuing, stream processing, and highly scalable big data stores.
- Experience with end-to-end API design, implementation and sustainment.
- Strong analytic skills related to working with unstructured and structured datasets.
- Project management and organizational skills to self-scope and direct on a day-to-day basis.
- Experience supporting and working with cross-product/feature teams in a dynamic environment.
- The ideal candidate should also have experience using the following software/tools:
- Experience with big data tools: Hadoop, Spark, Kafka, Beam, etc.
- Experience with both relational SQL and NoSQL databases, including Postgres, MongoDB, etc.
- Experience with data pipeline and workflow management tools such as Apache Airflow, etc.
- Strong Experience with Code Management DevOps: Github, Github Actions, Concourse CI, Terraform, Atlantis, etc.
- Experience with Google Cloud Platform (GCP) cloud services: BigQuery, DataFlow, PubSub, CloudSQL, Cloud Storage, Cloud Composer, VertexAI
- Knowledge of the FHIR standard and/or healthcare data
- Experience with object-oriented/object function scripting languages: Python, Go, Scala, Java, C , etc.
Job Summary
Full Time
IT Outsourcing & Consulting
$100k-128k (estimate)
01/29/2023
02/01/2023
league.com
CHICAGO, IL
<25
2014
<$5M
IT Outsourcing & Consulting
Related Companies
The job skills required for Senior Machine Learning Engineer include Python, Insight, SQL, API, Java, Big Data, etc. Having related job skills and expertise will give you an advantage when applying to be a Senior Machine Learning Engineer. That makes you unique and can impact how much salary you can get paid. Below are job openings related to skills required by Senior Machine Learning Engineer. Select any job title you are interested in and start to search job requirements.
The following is the career advancement route for Senior Machine Learning Engineer positions, which can be used as a reference in future career path planning. As a Senior Machine Learning Engineer, it can be promoted into senior positions as a Principal AI Engineer that are expected to handle more key tasks, people in this role will get a higher salary paid than an ordinary Senior Machine Learning Engineer. You can explore the career advancement for a Senior Machine Learning Engineer below and select your interested title to get hiring information.
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