Data Science Practitioner

1 week ago

Germantown, United States Experis Full time

Our federal client is seeking a Data Science Practitoner to join their team. This is a W2 contract and will be 100% onsite in Woodlawn, MD.

 

Job Title: Data Science Practitoner

Location: Woodlawn, MD

Pay Range: $75-$80/hr

 

What’s the Job?

Masters +2 years of experience or 6 years relevant work experience
•           Excellent oral and written communication skills
•           Formulate and rapidly prototype various approaches as well as effectively communicate the pros and cons of each.
•           Excellent time management
•           Ability to contribute to a high-performing, motivated workgroup by applying interpersonal and collaboration skills to achieve project goals
•           Provide technical guidance in the fields of NLP, Machine Learning, Statistical Methods
•           Provide data-driven approaches to tackle various business and NLP problems
•           Ability to contribute to the creation of an environment that motivates individuals to work collaboratively as a team

Requires proficiency in:
•           Python (required)
•           Regular Expressions
•           SQL (PostgreSQL)
•           No-SQL (MongoDB)
•           Version control systems (Git)
•           Experience with ML frameworks: Tensorflow, PyTorch, Transfomers, Scikit-learn XGBoost, LSTM, Keras, Pandas, BERT, CNN, RNN, SVMs, k-Nearest Neighbors, Linear/Logistic Regression and Classification, Ensemble Methods, Graphical Models, Clustering, Tesseract
•           Information Extraction
•           Statistical model building (particularly classification)
•           Ability to draw insights from sparsely labeled textual data.
•           Ability to leverage domain knowledge as well as ontologies to improve model performance

Strong understanding of statistical modeling and experimental design including:
•           when to value precision vs recall
•           bias/variance tradeoffs
•           handling sampling issues
•           ability to improve performance on noisy data (both textual and numeric)

Knowledge of and experience using various NLP approaches, particularly:
•           Pattern recognition/feature extraction
•           Supervised, Unsupervised, and Semi-Supervised learning techniques
•           Understanding of various language models (N-Gram, Skipgram, NLM, etc.)
•           Practical experience leveraging open source libraries for emerging DNN approaches to NLP (transformers, BERT, RoBERTA, etc.)
•           Chunking/Tokenization
•           Semantic parsing

The following skills are not required but are highly desired:
•           Experience with NLP technologies
•           Experience with machine learning
•           Web Service technologies such as SOAP, WSDL, WS-Security, MTOM, SWA
•           Relational Databases such as DB2, Oracle, MySQL, SQL, JDBC
•           NoSQL databases such as MongoDB and HBase
•           Hadoop, Spark, HDFS, MapReduce, YARN, Scala, MapReduce, Pyspark
•           XML processing experience such as XSD, XPath, XSL, XSLT, etc.
•           ebXML
•           IBM MQ Series

If this is a role that interests you and you’d like to learn more, click apply now and a recruiter will be in touch with you to discuss this great opportunity. We look forward to speaking with you

 

About ManpowerGroup, Parent Company of:  Manpower, Experis, Talent Solutions, and Jefferson Wells

ManpowerGroup® (NYSE: MAN), the leading global workforce solutions company, helps organizations transform in a fast-changing world of work by sourcing, assessing, developing, and managing the talent that enables them to win. We develop innovative solutions for hundreds of thousands of organizations every year, providing them with skilled talent while finding meaningful, sustainable employment for millions of people across a wide range of industries and skills. Our expert family of brands – Manpower, Experis, Talent Solutions, and Jefferson Wells – creates substantial value for candidates and clients across more than 75 countries and territories and has done so for over 70 years. We are recognized consistently for our diversity - as a best place to work for Women, Inclusion, Equality and Disability and in 2022 ManpowerGroup was named one of the World's Most Ethical Companies for the 13th year - all confirming our position as the brand of choice for in-demand talent.

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