Machine Learning Engineer

September 26

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EDO, Inc.

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💰 Private Equity Round on 2022-04

Description

• EDO is the TV outcomes company — a leading platform measuring Convergent TV advertising. • EDO maximizes creative and media performance for modern marketers at leading brands, TV networks, entertainment studios, and ad agencies. • EDO’s investment-grade data align advertising investments to business results. • A Machine Learning Engineer at EDO focuses on production deployment/maintenance of internal data and modeling products. • ML Engineers harden proof-of-concept and exploratory code into reliable components of EDO’s production systems. • The role requires planning and architecture skills along with solid engineering experience and intuition to build maintainable and extensible modeling pipelines.

Requirements

• Experience with MLOps, especially with continuous model training and monitoring. • 4-6 years of overall development experience • 3+ years of Python experience writing clean, reusable code used by Data Scientists or deployed in production systems. • Proficiency with analytic queries in SQL and relational databases (we primarily use Snowflake), with experience interfacing directly with databases from Python (we leverage SQLAlchemy Core heavily). • Expert level experience with a variety of modeling techniques, preferably both more traditional methods like GBMs and regressions plus some experience with deep neural networks.

Benefits

• Mid-stage equity and competitive salary • Flexible Time Off • Medical, dental and vision coverage, deeply discounted by EDO • 401(k) plan, FSA, HSA • Commuter Benefits • When in an office, employee meals, snacks, and more