Sr. Data Engineer - Service Analytics, Reporting and AI

Key Skills

Aartificial intelligence, API, Data Visualization, Machine learning techniques, Natural Language Processing (NLP)

Job Description

Responsible for acquiring, curating, and publishing data both on prem and in the cloud for analytical or operational uses for moderate scenarios. Ensures the data is in a ready-to-use form that creates a single version of the truth across all data consumers, including business/technology users, reporting and visualization specialists and data scientists. Utilizes skills to translate business analytic requests/requirements into design, development, testing, deployment, and production maintenance tasks. Works independently with various technologies from big data, relational and non-relational databases, cloud environments, different programming languages and various reporting tools. Is beginning to provide coaching to junior associates.

What You'll Do

• Consults on data projects of varying complexity, with minimal coaching and guidance, to understand design requirement and existing business processes to lead in the design, development, and implementation of data products.
• Practices code management and integration with current architectural and data governance guidelines with minimal oversight.
• Produces advanced data building blocks, data models, and data flows for varying client requests such as dimensional data, standard and ad hoc reporting, data feeds, dashboard reporting, and data science research exploration independently.
• Creates business user access methods to structured and unstructured data.
• Utilizes techniques such as mapping data to a common data model, natural language processing, transforming data as necessary to satisfy business rules, AI, statistical computations, and validation of data content.
• Translates business data stories into a technical story breakdown structure and work estimate for a schedule or planned agile sprint.
• Projects are advanced with interaction across multiple dependencies.
• Coaching and assistance required on an as needed basis.
• Develops and maintains advanced to complex scalable data pipelines for both streaming and batch requirements and builds out new API integrations to support increased demands of data volume and complexity.
• Preps/cleanses data to optimize for downstream reporting via Farmers standard visualization or AI/ML tools with coaching and assistance as requested.
• Applies extensive knowledge of data governance concepts and applies them across multiple scenarios.
• Delivers on complex projects with some vague timelines.
• Develops data project plans and executes independently.
• Performs other duties as assigned.

What You'll Bring

• 5-7 years of related experience required.

Education Requirements

• High School Diploma or equivalent required.
• Bachelor's degree preferred.

Physical Actions

This role, whether performed virtually or in an office setting, will include normal and customary distractions, noise, and interruptions. Sits or stands for extended periods of time, up to a full work shift. Occasionally reaches overhead and below the knees, including bending, twisting, pulling, and stooping. Occasionally moves, lifts, carries, and places objects and supplies weighing 0-10 pounds without assistance. Listens to, interprets, and differentiates auditory information (example others speaking) at normal speaking levels with or without correction. Visually verifies and reads information. Visually locates material, resources and other objects. Ability to continuously operate a computer for extended periods of time, up to a full work shift. Physical dexterity sufficient to use hands, arms, and shoulders repetitively to operate keyboard and other office equipment up to a full work shift.

Benefits

• Farmers offers a competitive salary commensurate with experience, qualifications and location.
• CA Only: $116,960 - $186,560
• CO Only: $109,920 - $160,820
• HI Only: $109,920 - $172,150
• IL/MN/VT Only: $109,920 - $172,150
• MD Only: $109,920 - $172,150
• NY/DC/Jersey City Only: $109,920 - $186,560
• Albany County: $116,960 - $160,820
• WA Only: $109,920 - $195,625
• Bonus Opportunity (based on Company and Individual Performance)
• 401(k)
• Medical
• Dental
• Vision
• Health Savings and Flexible Spending Accounts
• Life Insurance
• Paid Time Off
• Paid Parental Leave
• Tuition Assistance
• For more information, review “What we offer” on https://www.farmers.com/careers/corporate/#offer