Sr Data Scientist - Digital Experience Platform

Job Description

Role:

We are seeking an experienced Data Scientist to join our fast-paced, groundbreaking Digital Experience Platform Organization (DXP). The role requires knowledge of statistics and languages that include Python and SQL as well experience with platforms like Adobe Experience Platform, BigQuery and Snowflake. This candidate will be instrumental in providing insight into our B2C and B2B lead and sales enterprise data.

Primary responsibilities will include analysis in our many data sources (Enterprise Data Warehouse, Snowflake, Informatica, MSFT Dynamics, Big Data, Google BigQuery, Adobe Experience Platform) to build recommendation and propensity models as well as working with Data Engineering to identify, clean and integrate data into destination stores.

The ideal candidate will have knowledge of data schema and integrations between multiple platforms (Adobe Audience Manager, Adobe Analytics, GA360, Google Campaign Manager, SA360, DV360, Marketo, Liveramp, etc.) and dataflow management (Airflow, SQS)

What you get to do in this role:

Work with Data team, stakeholders, and vendors to identify data points, KPIs and sources of relevant data

Build models for predictions, propensity and reporting on marketing and sales data from online and offline source to progress marketing and sales efforts

Architect data exploration, cleaning, and analysis

Be vital in developing the architecture for how we manage the dataflow, storage, and analytics/ data science infrastructure

Assist in identifying and experimenting with multi-variate testing to pilot new programs and justify changes to existing workflows and audience/segment building

Create visualizations and dashboards to surface data

Monitor for, and address potential issues or concerns, ensuring data quality and any variances

Qualifications:
Qualifications

To be successful in this role you have:

5+ years in an enterprise data environment, 3+ in Data Science Role

Expertise in data mining, machine learning, statistical modeling, and deriving insights from user behavior data in the form of digital event streams

Experience in SQL, writing sophisticated queries and stored procedures (Oracle, Amazon RDS MySQL, Snowflake, Hive, etc.)

Proficiency in Python and hands on experience using relevant Python libraries for retrieving and transforming data such as Pandas, Request, JSON, etc.

Have worked extensively with relevant Python ML libraries: NumPy and SciPy, Scikit-learn

ETL, ELT of data from multiple sources and formats (CSV, XLS, JSON, Parquet) into final datastore, and monitor fail rate and impact

Proficient in various scripting languages and technology to enable automation of data processes

Experience with building and present with data visualization tools

Hands on experience working with Google Ad Suite (GCM, DV360, SA360, GA360) and integrating third party vendors like LiveRamp, Eloqua, Marketo, Tableau, etc.

Experience influencing product decisions with data.

Excellent attention to detail and exceedingly organized

Represent digital marketing perspectives in technical meetings with all stakeholders

High capacity for problem solving and passion for learning new and rolling out new technologies

Comfort with business analytics and producing data-driven insights and reporting

Nice to Haves:

Experience with automation and scheduling tools like Airflow is a huge plus

Experience with streaming and batch analytics (AWS SQS, Spark, Kafka)

Experience building/ maintaining data pipeline preferably on a cloud platform such as Snowflake or AWS

Marketo or MAP experience is a plus but not required

MSFT Dynamics or CRM experience is a plus but not required

Adobe Experience Platform experience is a plus but not required

Experience building ETL pipelines (on cloud or on premise)

Additional Information

ServiceNow is an Equal Employment Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, creed, religion, sex, sexual orientation, national origin or nationality, ancestry, age, disability, gender identity or expression, marital status, veteran status or any other category protected by law.

At ServiceNow, we lead with flexibility and trust in our distributed world of work.

Click here

to learn about our work personas: flexible, remote and required-in-office.

If you require a reasonable accommodation to complete any part of the application process, or are limited in the ability or unable to access or use this online application process and need an alternative method for applying, you may contact us at

[email protected]

for assistance.

For positions requiring access to technical data subject to export control regulations, including Export Administration Regulations (EAR), ServiceNow may have to obtain export licensing approval from the U.S. Government for certain individuals. All employment is contingent upon ServiceNow obtaining any export license or other approval that may be required by the U.S. Government.

Please Note: Fraudulent job postings/job scams are increasingly common.

Click here

to learn what to watch out for and how to protect yourself. All genuine ServiceNow job postings can be found through the

ServiceNow Careers site .

From Fortune.

2022 Fortune Media IP Limited All rights reserved. Used under license.

Fortune and Fortune Media IP Limited are not affiliated with, and do not endorse products or services of, ServiceNow.

Qualifications

**To be successful in this role you have:**

* 5+ years in an enterprise data environment, 3+ in Data Science Role
* Expertise in data mining, machine learning, statistical modeling, and deriving insights from user behavior data in the form of digital event streams
* Experience in SQL, writing sophisticated queries and stored procedures (Oracle, Amazon RDS MySQL, Snowflake, Hive, etc.)
* Proficiency in Python and hands on experience using relevant Python libraries for retrieving and transforming data such as Pandas, Request, JSON, etc.
* Have worked extensively with relevant Python ML libraries: NumPy and SciPy, Scikit-learn
* ETL, ELT of data from multiple sources and formats (CSV, XLS, JSON, Parquet) into final datastore, and monitor fail rate and impact
* Proficient in various scripting languages and technology to enable automation of data processes
* Experience with building and present with data visualization tools
* Hands on experience working with Google Ad Suite (GCM, DV360, SA360, GA360) and integrating third party vendors like LiveRamp, Eloqua, Marketo, Tableau, etc.
* Experience influencing product decisions with data.
* Excellent attention to detail and exceedingly organized
* Represent digital marketing perspectives in technical meetings with all stakeholders
* High capacity for problem solving and passion for learning new and rolling out new technologies
* Comfort with business analytics and producing data-driven insights and reporting
*

**Nice to Haves:**

* Experience with automation and scheduling tools like Airflow is a huge plus
* Experience with streaming and batch analytics (AWS SQS, Spark, Kafka)
* Experience building/ maintaining data pipeline preferably on a cloud platform such as Snowflake or AWS
* Marketo or MAP experience is a plus but not required
* MSFT Dynamics or CRM experience is a plus but not required
* Adobe Experience Platform experience is a plus but not required
* Experience building ETL pipelines (on cloud or on premise)

Additional Information

ServiceNow is an Equal Employment Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, creed, religion, sex, sexual orientation, national origin or nationality, ancestry, age, disability, gender identity or expression, marital status, veteran status or any other category protected by law.

At ServiceNow, we lead with flexibility and trust in our distributed world of work. [Click here](https://www.servicenow.com/content/dam/servicenow-assets/public/en-us/doc-type/other-document/careers/new-world-of-work-personas.pdf) to learn about our work personas: flexible, remote and required-in-office.

If you require a reasonable accommodation to complete any part of the application process, or are limited in the ability or unable to access or use this online application process and need an alternative method for applying, you may contact us at [[email protected]](mailto:[email protected]) for assistance.

For positions requiring access to technical data subject to export control regulations, including Export Administration Regulations (EAR), ServiceNow may have to obtain export licensing approval from the U.S. Government for certain individuals. All employment is contingent upon ServiceNow obtaining any export license or other approval that may be required by the U.S. Government.

Please Note: Fraudulent job postings/job scams are increasingly common. [Click here](https://www.servicenow.com/fraudulent-job-scams.html) to learn what to watch out for and how to protect yourself. All genuine ServiceNow job postings can be found through the [ServiceNow Careers site](https://www.servicenow.com/careers.html).

From Fortune.

2022 Fortune Media IP Limited All rights reserved. Used under license.

Fortune and Fortune Media IP Limited are not affiliated with, and do not endorse products or services of, ServiceNow.

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