Data Science Manager
Company: Analytica
Location: Bethesda
Posted on: August 6, 2022
Job Description:
Analytica is seeking a Manager, Data Science and Analytics to be
part of consulting organization dedicated to helping federal
government clients leveraging data and analytics to improve
national security, financial markets, and healthcareAs a Data
Scientist at Analytica, you'll be part of a team applying the
latest in computing, data and machine learning technologies across
big data environments to make a national and personal impact. You
will be part of an Agile team dedicated to building data science
and machine learning applications and systems at
scale.Responsibilities include:
- Lead feature engineering and attribute evaluation - Candidate
must demonstrate experience with identifying the key determinants
for modeling that exist in the business process and within existing
data sets as well as selecting evaluation protocols (model
techniques).
- Modeling - Candidates will have practiced skills and experience
selecting modeling techniques to fit the business problem. Examples
will include techniques such as machine learning (ML) supervised
and unsupervised learning, regression, neural networks and deep
learning, natural language processing, etc.
- Data Engineering - Demonstrate the skills and experience to
ingest, clean, and prepare large data sets across batch and
streaming data pipelines for input into a computational model
- Partner - Work with a cross-functional team of data scientists,
software engineers, DevSecOps engineers, and product managers to
deliver a product that makes an impact
- Innovate - Leverage a broad stack of potential technologies -
Databricks / Spark, Kafka, PySpark, Python, R, Sagemaker, Neo4J,
GraphFrames, Tableau within an AWS environment
- Visualization- Experience in presenting the results of their
modeling activities, depicting the insights realized, and
explaining the relevance of their results to the organization's
business challenges.Minimum Qualifications:
- Bachelor's degree required, and Master's or Doctoral degree
preferred in Statistics, Mathematics, Computer Science, or
familiar
- 8+ years' experience in technology, mathematics or statistics
field with a focus on data science, machine learning, data
engineering and business intelligence
- 3+ years of on-the-job experience with an industry recognized
ML framework such as scikit-learn, PyTorch, Dask, or
TensorFlow
- 3+ years of experience building production-ready data pipelines
that feed ML models on platforms such as Spark, Kafka and
Kinesis
- 1+ years of experience leading teams developing ML solutions
using industry best practices, patterns, and automation
- Must be a US citizen and able to obtain and maintain a Public
Trust Security ClearanceAbout ANALYTICA: Analytica is a leading
consulting and information technology solutions provider to public
sector organizations supporting health, civilian, and national
security missions. Founded in 2009 and headquartered in Bethesda,
MD, the company is an established SBA certified HUBZone and 8(a)
small business that has been recognized by Inc. Magazine each of
the past three years as one of the 250 fastest-growing companies in
the U.S. Analytica specializes in providing software and systems
engineering, information management, analytics & visualization,
agile project management, and management consulting services. The
company is appraised by the Software Engineering Institute (SEI) at
CMMI - Maturity Level 3 and is an ISO 9001:2008 certified
provider.
Keywords: Analytica, Bethesda , Data Science Manager, Executive , Bethesda, Maryland
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