Product-Minded Data Scientist, End-to-End ML

Workwave; Brierley Hill; On-site; GBP 70,000 - 100,000; Full time

Job summary

Workwave seeks a product-minded applied data scientist or engineer to turn raw operational data into products that help customers decide and run their businesses more effectively.

This is not purely research or internal analytics; we want an owner who frames problems, learns the domain, builds data when missing, ships the model, and stays with it until customers act on it and measure the reward.

Responsibilities

• Own the Outcome: take an ambiguous customer problem, decide whether ML is the right answer, build it, and stay with it until customers are acting on it.
• Learn the Domain: get fluent in the semantics of how our customers operate—what a route, a crew, or a service history actually means.
• Build the Data You Need: when features don’t exist, create them in Snowflake and dbt rather than waiting for someone else to.
• Make the Value Legible: decide how a prediction reaches the customer so they understand it, trust it, and act on it — then report impact back in numbers.
• Measure Honestly: define offline and online evaluation for model quality, drift, and reliability, and design tests that prove a feature improved outcomes

Tools

Snowflake

dbt

Job description

Workwave seeks a product-minded applied data scientist or engineer to turn raw operational data into products that help customers decide and run their businesses more effectively.

This is not purely research or internal analytics; we want an owner who frames problems, learns the domain, builds data when missing, ships the model, and stays with it until customers act on it and measure the reward.