ECS is seeking a Data Scientist to work in our Lackland, TX office. (Situational telework) Please Note: This position is contingent upon additional funding.
The successful candidate is expected to accomplish the following outcomes during the first year in the position:
- Formally track all tasks, to include: assigned by, suspense, status, and comments on all assigned tasks through completion and be prepared to brief upon request.
- Develop digital continuity folders and files that include standard operating procedures, workflows and POC lists to accomplish all tasks.
- Create 2-3 products beyond the client’s requirements that positively impact the client to either increase efficiency, effectiveness, or innovation.
- Master position tasks within 60 days and exceed requirements within 90 days.
- Analyze complex datasets using statistical and machine learning techniques to extract insights and patterns.
- Develop predictive models for forecasting, anomaly detection, and risk assessment.
- Collaborate with SMEs to understand domain-specific data and requirements for analysis.
- Implement data mining and exploratory data analysis techniques to uncover hidden trends and correlations.
- Perform data cleansing and preprocessing to ensure data quality and integrity.
- Create data visualizations and interactive dashboards to present findings and insights.
- Apply natural language processing (NLP) techniques for unstructured data analysis and text mining.
- Develop algorithms for pattern recognition, clustering, and classification of data.
- Communicate findings and recommendations to stakeholders through reports, presentations, and data storytelling.
- Ensure compliance with data privacy, security and ethical guidelines in data analysis and model development.
- Collaborate with data engineers to access, integrate and preprocess data for analysis purposes.
- Provide expertise in advanced analytics and data science techniques to support decision-making and mission-critical operations. Staying current with the latest developments in data science, machine learning, and artificial intelligence to apply innovative approaches to data analysis.
- Conduct sector, industry, and company-level primary research leveraging business intelligence tools to uncover and evaluate industry trends.
- Assist in development and authoring of research reports;
- Leverage clear analytic judgment to deliberately interact with USG stakeholders, corporate entities, investors, and industry associations to generate reports and Air Force insights.
Qualifications
- Minimum of ten (10) years of work-related experience.
- Of those 10 years, six (6) years of work-related experience supporting a component of the DoD.
- Development experience in mid-level languages, like Java, C++, Python, or SQL
- Proficiency in Python.
- Experience with Spark, DataBricks, and Structured Query Language (SQL)
- Experience in Data wrangling, Machine Learning, Data Visualization, Database Management, Cloud Computing, and Data Governance.
- Experience documenting decision charts, processes, and standard operating procedures
- Experience building briefings and materials and presenting at varying levels of leadership, peers, and program stakeholders.
- Experience in analyzing large datasets, developing predictive models, and creating data driven solutions for decision making.
- Experience analyzing complex datasets using statistical and machine learning techniques to extract insights and patterns.
- Experience developing forecasts, anomaly detection and risk assessments.
- Excellent written and verbal communications.
- Experience with stakeholder collaboration,, management, and briefings.
- Advanced ability to evaluate and synthesize multiple sources of information to creatively inform decision options that consider various outcomes; demonstrate the ability to combine diverse ideas, problem sets, solutions, and outcomes into a singular storyline that can inform and be absorbed by experts and novices alike.
- Certifications: Data Science Council of America (DASCA) or Open Certified Data Scientist (Open CDS) (preferred)
- Clearance: TS/SCI
- Education: MA/MS (or a BA/BS plus an additional 10 Years of work experience, 4 of which must be work-related)