Senior Machine Learning Engineer
Publicis Groupe
**Overview**
**Organization Objective/Purpose:**
This position in the Engineering team under the Digital Experience organization. We drive the first mile of the customer experience through personalization of offers and content. We are currently on the lookout for a smart, highly driven software engineer.
You will be part of a team that is focused on building solutions, pipelines using the latest engineering design principles and tech stacks. You will also be expected to Identify, design, and implement improvements including re-designing infrastructure for greater scalability, optimizing data delivery and automate continuous integration and deployment processes/pipelines.
The incumbent is also encouraged to partner with various collaborators, bring scientific rigor to design and develop high quality software.
She / He also must have excellent verbal and written communication skills and be comfortable working in an ambitious, ‘startup’ environment within a larger company.
Click here to view how Epsilon transforms marketing with 1 View, 1 Vision and 1 Voice. (https://www.youtube.com/watch?v=xpjtfpntuv8&t=1s)
**Responsibilities**
You will play a key role as a Senior ML Engineer in designing and delivering AI-based analytical solutions to support and elevate analytics. The primary responsibilities of the Data Intelligence team within DX involve design and development of new AI-based automated analytics solutions, tools, and applications, which expands the capabilities of Epsilon’s analytics application platforms and significantly improve the productivity of our analytics teams by streamlining cost, reducing time and effort, and boost client satisfaction. You'll collaborate closely with Analytics and Engineering teams, promoting multi-functional partnerships to drive impactful results.
**Qualifications**
+ Bachelor’s degree in data science, Computer science with 6+ years of similar experience
+ Professional experience in developing & orchestrating AI-based tools and applications, data processing, report automation, and dashboard platforms.
+ Tech Stack: Python, PySpark, PLSQL
+ Hands-on experience in developing solutions using Large Language Models (LLMs – online & offline)
+ Proficiency in distributed data platforms (such as Greenplum and Hadoop) and data intelligence tools (Databricks, Tableau), along with development skills in Python and SQL.
+ Experience working on packages like tensorflow, Keras & scikit-learn
+ Understanding of ML & DL concepts
+ Ability to build visually compelling, interactive dashboards.
+ Experience working on AdTech or MarTech technologies is added advantage
+ Strong written and spoken communication skills, phenomenal teammate.
+ Strong analytic thought process and ability to interpret findings
**Data Management**
+ Experience building Data and MLOps pipelines
+ Familiarity with Airflow and MLFlow tools
+ Experience with both structured and unstructured data
+ Hands on experience building ETL workflows/ ML pipelines
+ Experience in relational and non-relational databases and SQL (NoSQL is a plus).
+ Experience with Cloud technologies (AWS or Azure, Databricks)
+ Good understanding of Data Modeling, Data Warehouse, Data Catalog concepts and tools
+ Experience with Data Lake architectures, and with combining structured and unstructured data into unified representations
+ Able to identify, join, explore, and examine data from multiple disparate sources and formats
+ Ability to reduce large quantities of unstructured or formless data and get it into a form in which it can be analyzed
+ Ability to deal with data imperfections such as missing values, outliers, inconsistent formatting, etc.
+ Ability to manipulate large datasets, (millions of rows, thousands of variables)
**Architecture and Infrastructure**
+ Good knowledge of working in UNIX/LINUX systems
**Additional Information**
Epsilon is a global data, technology and services company that powers the marketing and advertising ecosystem. For decades, we’ve provided marketers from the world’s leading brands the data, technology and services they need to engage consumers with 1 View, 1 Vision and 1 Voice. 1 View of their universe of potential buyers. 1 Vision for engaging each individual. And 1 Voice to harmonize engagement across paid, owned and earned channels.
Epsilon’s comprehensive portfolio of capabilities across our suite of digital media, messaging and loyalty solutions bridge the divide between marketing and advertising technology. We process 400+ billion consumer actions each day using advanced AI and hold many patents of proprietary technology, including real-time modeling languages and consumer privacy advancements. Thanks to the work of every employee, Epsilon has been consistently recognized as industry-leading by Forrester, Adweek and the MRC. Epsilon is a global company with more than 9,000 employees around the world.
Epsilon has a core set of 5 values that define our culture and guide us to create value for our clients, our people and consumers. We are seeking candidates that align with our company values, demonstrate them and make them meaningful in their day-to-day work:
+ **Act with integrity.** We are transparent and have the courage to do the right thing.
+ **Work together to win together.** We believe collaboration is the catalyst that unlocks our full potential.
+ **Innovate with purpose.** We shape the market with big ideas that drive big outcomes.
+ **Respect all voices.** We embrace differences and foster a culture of connection and belonging.
+ **Empower with accountability.** We trust each other to own and deliver on common goals.
**Because You Matter**
YOUniverse. A work-world with you at the heart of it!
At Epsilon, we believe people make the place. And everything we do is designed with you in mind. That’s why our work-world, aptly named ‘YOUniverse’ is focused on creating a nurturing environment that elevates your growth, wellbeing and work-life harmony. So, come be part of a people-centric workspace where care for you is at the core of all we do.
Take a trip to YOUniverse and explore our unique benefits, here (https://www.epsilon.com/apac/youniverse)
**Epsilon is an Equal Opportunity Employer.**
Epsilon is committed to promoting diversity, inclusion, and equal employment opportunities by using reasonable efforts to attract, recruit, engage and retain qualified individuals of all ethnicities and backgrounds, including, but not limited to, women, people of color, LGBTQ individuals, people with disabilities and any other underrepresented groups, traits or characteristics.
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