Software Engineer

1 month ago

Reston, United States Resonate Full time

Since Resonate's founding in 2008, the company has been driven by a simple but powerful idea: understanding people. Resonate empowers leading brands and agencies with deep consumer intelligence that ignites unbreakable relationships through better connections, more meaningful engagement and compelling customer experiences.

We are "people-centric." It is at the heart of what we do and drives how we operate. We reveal the Human Element—a holistic understanding of a person that starts with what makes us the most human—our values and motivations. In other words, we help you understand the "what" that drives the "why" people decide to choose, buy, endorse or abandon a brand or cause. By combining this human, person-based "why" with relevant data about your industry, brand or product, we help you create powerful marketing engagement that drives results.

About The Position

As a member of our Engineering team, you will work with a tight, highly skilled machine learning / data science team dedicated to the development of Resonate's proprietary consumer insights. You will be working closely with our Data Scientists and Sofware Engineers, implementing highly available and scalable machine learning pipelines.

If you are interested in working on cutting edge ML and AI projects at Internet scale and speed this is the job for you

Key Responsibilities

Design, implement, and optimize ML feature pipelines in service of model training and scoring Monitor and ensure the quality of machine learning solutions by implementing process and control disciplines as well as tooling to govern Analyze large and complex data sets to derive valuable insights, inform feature and product development Apply machine learning and data science techniques and design distributed systems

Qualifications & Experience Requirements

Strong Software Engineering background with emphasis in data science and machine learning Fluent in Python, TensorFlow, Pandas, Numpy, PyTest Experience with Scala/Spark for large scale data transformation (ETL) Strong communication skills including the ability to describe complex models and findings to different audiences and stakeholders, from data science peers to business decision-makers Demonstrated exploratory analysis and visualization abilities in a non-academic settings Strong bias for action and ability to pivot quickly and act with agility according to the needs of the business Working knowledge of machine learning frameworks and the data and computation management mechanisms that surround them in a cloud environment (AWS) Experience designing, implementing, and transitioning to AI/ML cloud based frameworks, specifically Amazon SageMaker Experience using Amazon EMR for ETL pipelines Experience implementing quality and control disciplines for Machine Learning pipelines through process and tooling Ability to handle multiple projects simultaneously, meet deadlines, and effectively manage priorities and communicate progress Fluent in Linux based systems, Docker, and code versioning tooling (Git/CI/CD) Minimum of 2 years ML experience and 3 years of overall software development experience Computer Science or equivalent degree and work experience

Benefits

Besides the opportunity to work with smart, fun, hard-working Resonate employees, you will have uncapped growth potential, a work/life balance, and a competitive suite of benefits.

Location

At Resonate, we're proud to offer a flexible work environment that combines the best of both worlds. Our team is made up of talented individuals who collaborate seamlessly across physical locations, thanks to our innovative hybrid and remote work policies. Whether you're working from home or from one of our state-of-the-art offices, you'll have access to the tools and resources you need to succeed.

Resonate is headquartered in Reston, VA with offices in New York City, and Washington, D.C. Be a part of the team that changes the industry

Our EEO Statement:

Resonate is an equal opportunity employer that is committed to diversity and inclusion in the workplace. We prohibit discrimination and harassment of any kind based on race, color, sex, religion, sexual orientation, national origin, disability, genetic information, pregnancy, or any other protected characteristic as outline by federal, state, or local laws.

Find out more about our story at www.resonate.com . #J-18808-Ljbffr

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