Senior Data Scientist
Company: ADP
Location: Alpharetta
Posted on: May 8, 2022
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Job Description:
Job Title: Senior Data ScientistLocation: Alpharetta, GAJob
Duties:ADP Technology Services, Inc. seeks a Senior Data Scientist
at our Alpharetta, GA location. Responsibilities: Design, build,
and train highly scalable custom models and evaluate model
performance. Adapt standard machine learning methods to apply to
our use cases and to best exploit modern parallel environments,
such as distributed clusters, multicore symmetric multiprocessing
(SMP), and Graphical Processing Units (GPUs). Suggest, collect, and
synthesize requirements and contribute to creating an effective
feature roadmap. Deploy production ready models to customers, learn
from customer feedback and make frequent model improvements.
Contribute to the overall architecture and implementation of our
Machine Learning (ML) infrastructure, data pipelines, inference
engine(s), APIs, and products. Collaborate with our engineering and
product teams to understand their machine learning related needs
and provide guidance and support where necessary. Participate in
functional, technical, and code reviews in an Agile
environment.Education and Experience Requirements: Bachelor's
degree in Computer Science, Computer Engineering, Information
Systems or a related field plus five (5) years of related
experience. Employer will also accept a master's degree plus two
(2) years of related experience.Work Experience:Two (2) years of
experience must include: Dataset technologies, including Hadoop,
Hive, Pig or Spark; Query engines, including Presto, Apache Drill
or Apache Impala; ETL frameworks, including Apache Airflow or AWS
Glue; Machine learning algorithms including random forest, SVM,
XGBoost or na--ve baise; Natural Language processing method,
including tf-idf, GloVe or word2vec; Data visualization and
presentation technologies, including Tableau or ggplot; OOP
including like Python or Java; Python data processing libraries
including Pandas or numpy; and Python machine learning libraries
including Scikit-learn. #DNS
Keywords: ADP, Alpharetta , Senior Data Scientist, Other , Alpharetta, Georgia
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