Job Information
Guidehouse Data Scientist in MCLEAN, Virginia
Job Family :
Data Science & Analysis (Digital)
Travel Required :
None
Clearance Required :
None
What You Will Do :
Participate in project meetings with subject matter experts and stakeholders to understand data specific needs.
Analyze legacy data systems, entity relationships and system interfaces to detect data patterns, anomalies, and trends to develop business requirements.
Develop algorithms, scripts, predictive analytics; use the right combination of tools and frameworks to turn disparate data sets into comprehensive information.
Build and implement predictive models using different multiple machine learning (ML), robotic processing automation (RPA) and natural language processing (NLP) algorithms (linear and logistic regression, time series forecasting, decision trees, survivability analysis, etc.), to develop artificial intelligence (AI) workflows.
Develop and generate data queries for data extractions and or transformations.
Analyze and develop data conversion/migration mapping logic.
Assist with query optimization and troubleshooting of database related issues. Work closely with DBA and Development teams to optimized SQL code.
Create & maintain technical documentation including analytical design and approaches diagrams, data transformations, data migration mapping and data summations.
Participate in team agile tasks and sessions such as unit testing, story estimation, sprint planning and retrospectives.
Generate data views and reports to support end users visualize results and conduct self-directed analysis; leverage presentation expertise, to present complex information to non-technical audiences.
What You Will Need :
BA/BS Degree with TW0 (2) years of experience or Masters Degree in Data science, Data analytics field.
Strong knowledge of programming, creating, and modifying SQL queries.
Zero to One (0-1) years of experience with data mining, optimization, statistics, and graph-based algorithms.
Zero to One (0-1) years of experience with data manipulation and scripting.
Zero to One (0-1) years of experience with translating design mockups to develop rich report visualizations.
Extract, examine, clean and transform Data in order to facilitate data analysis.
Zero to One (0-1) years of experience with performing all elements of data analysis including: using SQL to query and join large datasets, cleaning and structuring data for analysis, analyzing data to find patterns and trends, and visualizing and communicating data to relevant stakeholders.
Ability to create process improvements and realize efficiencies.
Strong communication (verbal and written) and listening skills.
Ability to collaborate and strong interpersonal skills.
Candidate must successfully pass a Federal Background Investigation.
US citizenship or Green card is required for this position.
No H1-B's or CPT/OPT's will be accepted for this position as No sponsorship will be available.
What Would Be Nice To Have :
Knowledge of R and Python a plus.
Knowledge of AWS.
Knowledge of Azure.
Familiarity with GitHub and Docker tools.
Knowledge of generative AI and Large Language models.
What We Offer:
Guidehouse offers a comprehensive, total rewards package that includes competitive compensation and a flexible benefits package that reflects our commitment to creating a diverse and supportive workplace.
Benefits include:
Medical, Rx, Dental & Vision Insurance
Personal and Family Sick Time & Company Paid Holidays
Parental Leave
401(k) Retirement Plan
Group Term Life and Travel Assistance
Voluntary Life and AD&D Insurance
Health Savings Account, Health Care & Dependent Care Flexible Spending Accounts
Transit and Parking Commuter Benefits
Short-Term & Long-Term Disability
Tuition Reimbursement, Personal Development, Certifications & Learning Opportunities
Employee Referral Program
Corporate Sponsored Events & Community Outreach
Care.com annual membership
Employee Assistance Program
Supplemental Benefits via Corestream (Critical Care, Hospital Indemnity, Accident Insurance, Legal Assistance and ID theft protection, etc.)
Position may be eligible for a discretionary variable incentive bonus
About Guidehouse
Guidehouse is an Equal Employment Opportunity / Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, color, national origin, ancestry, citizenship status, military status, protected veteran status, religion, creed, physical or mental disability, medical condition, marital status, sex, sexual orientation, gender, gender identity or expression, age, genetic information, or any other basis protected by law, ordinance, or regulation.
Guidehouse will consider for employment qualified applicants with criminal histories in a manner consistent with the requirements of applicable law or ordinance including the Fair Chance Ordinance of Los Angeles and San Francisco.
If you have visited our website for information about employment opportunities, or to apply for a position, and you require an accommodation, please contact Guidehouse Recruiting at 1-571-633-1711 or via email at RecruitingAccommodation@guidehouse.com . All information you provide will be kept confidential and will be used only to the extent required to provide needed reasonable accommodation.
Guidehouse does not accept unsolicited resumes through or from search firms or staffing agencies. All unsolicited resumes will be considered the property of Guidehouse and Guidehouse will not be obligated to pay a placement fee.