GEICO ยท 1 day ago
Senior Machine Learning Engineer
Riverside, IL
Full-time
Remote
Mid, Senior Level
$70K/yr - $230K/yr
4+ years exp
Maximize your interview chancesAuto InsuranceFinancial Services
No H1B
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Responsibilities
Ability to think creatively to find innovative solutions to complex ill-defined problems
Stay abreast of the latest developments in AI, incorporating new techniques and methodologies into our processes to keep us ahead in the insurance industry
Provides machine learning expertise within a team's functional area
Consistently writes production-ready code with defined standards of readability, maintainability, reliability and testability. Helps junior team members to produce the same.
Participates in the formulation of non-functional requirements
Specifies the design and implementation of software modules based upon system requirements and architectural guidance
Qualification
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Required
Strong foundation in Machine Learning and Artificial Intelligence
Experienced in Natural Language Processing and AI language services
Knowledgeable in Generative AI, Large Language Models, OpenAI APIs, prompt engineering
Familiar with Responsible AI principles, model evaluation and monitoring
Strong Python and SQL programming skills. Experience using Jupyter notebooks or similar tools. Experience with Github or other source code management platforms
Experience building configurable AI/ML data pipelines through the complete ML Ops lifecycle.
Working knowledge of Big Data technologies such as Spark, Data lake, MLflow, Snowflake, Elasticsearch.
Experience with cloud providers, preferably Amazon Web Services and/or Azure
Ability to explain AI/ML concepts to technical and non-technical audience
Ability to coach and guide other engineers in shaping ill-defined data needs into concrete project deliverables
Ability to develop collaborative relationships with multi-functional teams
4+ years of hands-on experience in building AI/ML solutions in a production environment
4+ years of professional software development experience
2+ years of experience with architecture and design
2+ years of experience in open source frameworks
1+ years of experience with AWS, GCP, Azure, or another cloud service
1+ years of experience in Natural Language Processing, Generative AI or Language services
Bachelor's degree in Computer Science, Information Systems, Engineering or equivalent education or work experience
Preferred
Generative AI Retrieval Augmented Generation and AI agents
Experience working with chatbots and Conversational AI
Developing omni-channel (voice, chat, SMS) Contact Center solutions including natural language processing and speech-enabled grammar
Experience with Amazon Web Services including Sagemaker, Bedrock, Lambda, S3, Connect, Lex, DynamoDB, API Gateway, CloudWatch
Experience with Machine Learning frameworks and tools like TensorFlow, PyTorch, Scikit-learn.
Familiar with Microservices development, Swagger, Postman
Building test suite and frameworks to automate end to end testing
Experience with open source libraries and frameworks
Experience working in an Agile environment (Scrum, Kanban, SAFe)
Benefits
Premier Medical, Dental and Vision Insurance with no waiting period
Paid Vacation, Sick and Parental Leave
401(k) Plan
Tuition Reimbursement
Paid Training and Licensures
Company
GEICO
GEICO, Government Employees Insurance Company, has been providing affordable auto insurance since 1936. It is a sub-organization of Berkshire Hathaway.
10001+ employees
Funding
Current Stage
Late StageTotal Funding
unknown1996-01-01Acquired
Leadership Team
Anthony Draper
Personal Injury Protection Claims Examiner
Chad Berkley
Head of Database Platform
Recent News
Dallas Innovates
2024-12-06
New York Law Journal
2024-11-26
Company data provided by crunchbase
