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Senior Data Engineer

3 months ago

Farmington, New Mexico, United States Acxiom Full time

At Acxiom, our vision is to transform data into value for everyone. Our data products and analytical services enable marketers to recognize, better understand, and then deliver highly applicable messages to consumers across any available channel. Our solutions enable true people-based marketing with identity resolution and rich descriptive and predictive audience segmentation. We are seeking an experienced Data Engineer with a versatile skill set to undertake data engineering efforts to build the next-generation ML infrastructure for Acxioms business.

As part of the Data Science and Analytics Team, the Sr. Data engineer will partner with Data Scientists, work hands-on with Big Data technologies and build scalable data pipelines/infrastructure to support development of health care propensity models. The Sr. Data engineers responsibilities include collaborating with internal and external stakeholders to identify data ingestion, processing, ETL, data warehousing requirements and develop appropriate solutions using modern data engineering stack in cloud. Success in this role comes from combining a strong data engineering background with product and business acumen to deliver scalable data pipeline and database solutions that can enable & support a high performant, large scale modeling infrastructure at Acxiom. The Sr. Data Engineer will be a champion of the latest Cloud database technologies & data engineering tools.

What you will do:

+ Partner with Cloud Architects, Data scientists to build scalable, next generation data pipelines for health care model development, model management and governance in Cloud

+ Be a thought leader and champion for adoption of new cloud-based database technologies and enable migration to new cloud-based modeling stack

+ Collaborate with other data scientists and team leads to define project requirements & build the next generation data source ingestion, ETL, data pipelining, data warehousing solutions in Cloud

+ Build data-engineering solutions by developing strong understanding of business and product data needs.

+ Develop close partnership with internal stakeholders and partners from Engineering, product, and business

+ Build expert knowledge across various data sources Acxiom health data sources, Acxiom proprietary data (demographics, psychographics, lifestyle segments), Survey/Panel data, media content activity (TV, Digital, Mobile), and product purchase or transaction data and develop solutions for seamless ingestion and process of the data

+ Resolves defects/bugs in data pipelines during QA testing, pre-production, production, and post-release.

+ Contributes to the design and architecture of services across the data landscape

+ Participation in development of the integration team, contributing to reviews of methodologies, standards, and processes.

+ Comprehensive internal documentation of designs and service components

*Required Skills:*

+ 6+ years of data engineering experience with at least 4+ years experience working with healthcare data sources and developing large-scale data pipelines in the healthcare vertical.

+ Experience Designing and implementing Large Scale Snowflake Data Pipelines involving Terabytes of data. Strong expertise in optimizing snowflake SQL queries, resource allocation, and improving query performance.

+ Knowledge of implementing role-based access controls and data encryption measures, ensuring the security and protection of data

+ Strong background in data pipelining, warehousing, ETL development solutions for data science and other Big Data applications

+ 6+ years working with large-scale terabyte scale data sources. Ability to work independently, understand & develop complex data solutions

+ Knowledge of ML algorithms, model development processes, and prior experience creating data solutions to support large-scale modeling efforts.

+ Experience with distributed, columnar and/or analytic oriented databases or distributed data processing frameworks.

+ Minimum of 3 years of experience with Cloud databases AWS Redshift, Snowflake, Azure SQL database, Google Cloud SQL or similar. Experience with NoSQL databases such as mongoDB, Cassandra or similar is a plus

+ Minimum of 4 years of experience in developing data ingestion, data processing and analytical pipelines for big data, relational databases, NoSQL, data lake and data warehouse solutions

+ Minimum of 4 years of hands-on experience in Big Data technologies such as, PySpark, Spark/SparkSQL, Dask or similar distributed compute frameworks. Knowledge of streaming technologies such as Kafka, Spark Streaming Ingestion API is a plus

+ Strong programming skills using Python, PySpark, Scala, Java or similar

+ Experience with container-based application deployment frameworks (Kubernetes, Docker, ECS/EKS or similar)

+ Experience with Data Visualization tools such as Tableau, Looker or similar

+ Outstanding troubleshooting, attention to detail, and communication skills (verbal/written) in a fast paced setting.

+ Bachelors degree in computer science or relevant discipline or 6-7 years of relevant work experience.

+ Solid communication skills: Demonstrated ability to explain complex technical issues to technical and non- technical audiences.

+ Strong understanding of the Software design/architecture process.

+ Experience with unit testing and data quality checks

*What will set you apart:*

*Preferred Skills:*

+ Snowflake Certification Preferred.

+ Ability to work in white space and be able to develop solutions independently.

+ Prior experience with Cloud based ETL tools such as AWS Glue, AWS Data pipeline or similar

+ Experience with building real-time and streaming data pipelines a plus

+ Experience with MLOps tools such as Apache MLFlow/KubeFlow is a plus

+ Exposure to E2E ML platform such as AWS Sagemaker, Azure ML studio, Google AI/ML, Datarobot, Databricks or similar a plus

+ Experience with ingestion, processing and management of 3rd party data

*Primary Location City/State:*

Homebased - Conway, Arkansas

*Additional Locations (if applicable):*

Conway

Acxiom is an affirmative action and equal opportunity employer (AA/EOE/W/M/Vet/Disabled) and does not discriminate in recruiting, hiring, training, promotion or other employment of associates or the awarding of subcontracts because of a person's race, color, sex, age, religion, national origin, protected veteran, military status, physical or mental disability, sexual orientation, gender identity or expression, genetics or other protected status.

Attention California Applicants: Please see our CCPA/CPRA Privacy Act notice here ( acxiom. com/wp-content/uploads/2023/01/CCPA-CPRA-Notice-for-Employees-Eff pdf) .

Attention Colorado, California, Connecticut, Maryland, Nevada, New York City, Ohio, Rhode Island, and Washington Applicants: This position is not located in the aforementioned locations but applications for remote work may be considered. For information about this role under state or local equal pay or pay tran.