45 applicants

Company

GEICO · 1 day ago

Senior Software Engineer - Machine Learning

United States

Full-time

Remote

Senior Level

6+ years exp

Maximize your interview chances

Auto InsuranceFinancial Services

Actively Hiring

Insider Connection @GEICO

Discover valuable connections within the company who might provide insights and potential referrals.
Get 3x more responses when you reach out via email instead of LinkedIn.

Responsibilities

Scope, design, and build scalable, resilient distributed systems

Build product definition and leverage your technical skills to drive towards the right solution

Engage in cross-functional collaboration throughout the entire software lifecycle

Lead in design sessions and code reviews with peers to elevate the quality of engineering across the organization

Define, create, and support reusable application components/patterns from a business and technology perspective

Superior coding skills using common data science tools, including Python (strongly preferred), R, Linux/Unix command line and shell scripting.

Superior experience with distributed storage and big data computing technology, such as AWS, Hadoop, or Spark

Mentor other engineers

Consistently share best practices and improve processes within and across teams

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Machine LearningPythonAWSData ProcessingDistributed SystemsSQLHadoopSparkRLinux/UnixDeep LearningGraph AnalyticsAdvanced StatisticsSecurity ProtocolsContinuous DeliveryArchitecture DesignOpen-source FrameworksMonitoring ConceptsDeveloper Tooling

Required

6+ years of experience in designing, developing, evaluating, and deploying predictive modeling, machine learning, advanced analytics

Deep understanding and experience with advanced statistics and modern machine learning predictive techniques, including GLMs, decision trees, forests, boosted ensembles, neural networks, deep learning, and graph analytics.

Superior coding skills using common data science tools, including Python (strongly preferred), R, Linux/Unix command line and shell scripting.

Mastery of data processing using SQL, Hive, Impala, Spark, or equivalent querying language

Superior experience with distributed storage and big data computing technology, such as AWS, Hadoop, or Spark

Experience architecting and designing new and current systems

Advanced understanding of monitoring concepts and tooling

Advanced understanding of security protocols and products

Experience with continuous delivery and infrastructure as code

In-depth knowledge of CS data structures and algorithms

Strong problem-solving ability

Ability to excel in a fast-paced environment

Knowledge of developer tooling across the software development life cycle (task management, source code, building, deployment, operations, real-time communication)

Architecture assessment and proposals

Bachelor’s degree in Computer Science, Information Systems, or equivalent education or work experience

Preferred

Superior coding skills using common data science tools, including Python (strongly preferred)

Company

GEICO

Glassdoor

2.7

GEICO, Government Employees Insurance Company, has been providing affordable auto insurance since 1936. It is a sub-organization of Berkshire Hathaway.

Founded in 1936

Chase, Maryland, USA

10001+ employees