Acxiom LLC Sr. Data Scientist in Boston, Massachusetts
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. The Audience Solutions division is responsible for enabling true people-based marketing with identity resolution and rich descriptive and predictive audience segmentation. We are seeking an experienced Data Scientist with a versatile skill set to undertake data science supporting the development of next-generation products for Acxiom’s business.
As part of the Analytic Center of Excellence, the Data Scientist will work hands-on with data engineering & pipelining, Machine Learning pipelines and Cloud technologies. The Data Scientist will build scalable data pipeline & machine learning applications and solutions for our domestic and global businesses. The Data Scientist’s responsibilities include collaborating with internal and external stakeholders to identify appropriate data engineering solutions, solution requirements to maximize decision science efficacy. The Data Scientist will be a champion of technology enabled repeatable process development leveraging the latest and greatest cloud platform tools for ML/AI technologies.
This role can be home-based almost anywhere in the US.
What You Will Do:
End to end development of data & modeling pipelines leveraging tools like BigQuery, Dataflow(Apache Beam), Cloud Composer(Apache Airflow), Cloud Functions, Pub/Sub(Apache Kafka), Container based systems(Docker, Kubernetes), and Cloud Run .
Develop and apply state-of-the-art algorithms relying on knowledge of statistical modeling, machine learning, and optimization to develop new data products or improve the performance/quality of existing products
Build, evaluate and optimize models which incorporate machine learning and artificial intelligence. Deploy models in real-time environments through cloud based endpoints & APIs.
Collaborate with internal and external stakeholders to understand business and insight goals, define a learning agenda, and identify relevant KPIs and diagnostics to pursue
Collaborate with other data scientists and team leads to define project requirements including data sources, algorithms, and implementation
Build expert knowledge of the various data sources brought together for audience segmentation solutions – survey/panel data, 3rd-party data (demographics, psychographics, lifestyle segments), media content activity (TV, Digital, Mobile), and product purchase or transaction data
Prepare and present compelling analytical presentations and effectively communicate complex concepts to marketing and business audiences
Provide mentorship and guidance to data scientists where necessary
What You Will Need:
Bachelor's Degree in a quantitative field (Data Science, Statistics, Math, Quantitative Social Science) or related degree programs and 5+ years of relevant work experience OR Master's Degree in a quantitative field and 3+ years of relevant work experience
Experience with developing and applying ML/AI, statistics, and data science tools on large datasets
Knowledge of supervised vs. unsupervised learning algorithms, including neural networks/deep learning, SVM, decision trees (bagging, random forests, boosting), clustering, regression, and dimensionality reduction techniques
Experience with model training approaches, hyperparameter tuning, tuning learning rates, and model evaluation approaches
Extensive experience with data preparation (normalization, scaling, etc.) for modeling
Experience with Python for data engineering and machine learning a must
Exposure to Spark/ PySpark systems in a distributed computing environment
SQL mastery, including techniques for writing efficient code over large datasets
Ability to leverage critical data-driven thinking and enthusiasm for translating data into actionable insight to generate consistently accurate and useful analysis and models
Balances desire for quantitative rigor with realities of inconsistent business data
Attention to detail and time management delivering high-quality work for multiple projects across several engagements while meeting deadlines
Significant desire to broaden one’s data science skillset leveraging the most cutting edge/emerging tools available
Primary Location City/State:
Homebased - Conway, Arkansas
Additional Locations (if applicable):
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.
Who is Acxiom?
We are leaders in helping brands achieve the number one mantra for every business – know your customer. For fifty years, we’ve helped marketers deal with a fast-changing future of growing channels, data and technology. By understanding the customer, marketers can communicate with relevance everywhere and drive better customer experiences that build a better brand and, in turn, better business.
We’re one of the marketing industry’s most experienced, respected and forward-thinking leaders. For nearly fifty years, we’ve helped the world’s best marketers understand their customers so that they can reach people with relevance rather than randomness. Our products and solutions form the data foundation that make it possible for marketers to drive better customer experiences and meaningful interactions at scale across every channel.
Our job opportunities will give you the opportunity to showcase your talents, grow your skills, and expose you to cutting-edge technologies, whether you’re an engineer, developer, products guru, systems and security expert, sales and consulting executive, or an intern looking to gain real experience with a company that will make you stand out.
At Acxiom, our values begin with our associates, who are the single most important driver of our success. We’re looking to hire people who share our core values: collaboration, excellence, innovation, a focus on outcomes, and being empowered to make and own decisions that benefit our clients and our company. Our values represent our brand promise – to our clients and to our associates – and define our company culture.
If you are interested in applying for employment with Acxiom and need special assistance or an accommodation to apply for a posted position, contact our recruiting department at 1-877-314-2049.
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