What are the responsibilities and job description for the Data Scientist position at Devfi?
Position: Data Scientist
Location: Sterling, VA
Duration: 12 Months
Exp: 12 Years
W2 Only!!
Position Overview:
The Data Scientist will collaborate directly with project stakeholders throughout the entire project lifecycle to define, design, and implement data-driven solutions. This role involves developing and implementing advanced analytics models, machine learning algorithms, and data visualizations to provide actionable insights for clients. You will independently interface with client technical teams and business owners as needed during the design and implementation phases. Additionally, the Data Scientist will supervise, mentor, and develop junior team members on data science methodologies and best practices. Other similar professional duties may be assigned as needed.
Prepare data science business cases while working with domain experts and customers. Support defining the AI strategy within a federal government agency.
Develop customized algorithms to solve analytical problems with incomplete data sets.
Build, train, validate, and test Machine Learning (ML) and Deep Learning (DL) models for various forms of data (structured and unstructured) and at different scales.
Perform data mining, pattern recognition, statistical and predictive modeling.
Design and implement solutions to automate manual processes at scale.
Conduct design of experiments and carry out statistical analysis
Develop solutions for Natural Language Processing (NLP) and Computer Vision use cases
Operationalize ML models using CI/CD best practices in the cloud environment.
Analyze time series data and create forecasting models.
Document, visualize, present analytic results to decision makers.
Provide informational briefings to explain methodologies and analytical findings to peers and customer stakeholders.
Investigate and implement new scientific methodologies to support analytic and big data requirements
Find and recommend new uses for existing data sources; design, modify, and build new data processes; and build large, complex data sets.
Provide architecture analysis and design implementation with detailed technology roadmaps and transition planning and master plans as required.
Qualifications
3-5 years of experience with programming languages (such as Python, R), and statistical analysis with Python and R.
3-5 years of experience with machine learning and deep learning modelling (with frameworks such as TensorFlow, Keras, PyTorch, etc.)
Must have 3 -5 of experience with NLP and Computer Vision.
Experience in analysis, processing, tagging, and indexing unstructured, semi-structured, and structured data sets.
Experience with developing research designs, including formulating testable questions, identifying and defining key concepts and variables, and matching appropriate methods to problems
Experience with data management, including cleaning and preparing data, and creating, structuring, and maintaining data sets
Experience with incorporating data science capability into Stakeholder strategy
Experience bridging data science strategy between leadership, IT, data scientists and other stakeholders.
Good understanding of Databases, SQL, Hadoop, Hive and/or MapReduce
AWS or Azure experience is preferred.
Educational Qualifications:
BS in Engineering, Computer Science, Information Systems or equivalent
Thanks,
Naveen S
Ph: 614 504 8101
Email: naveen@devfi.com
