Data Scientist

Description

The Amivero Team

Amivero’s team of IT professionals delivers digital services that elevate the federal government, whether national security or improved government services. Our human-centered, data-driven approach is   focused on truly understanding the environment and the challenge, and   reimagining with our customer how outcomes can be achieved. 

Our team of technologists leverage modern, agile methods to design and develop equitable, accessible, and innovative data and software   services that impact hundreds of millions of people. 

As a member of the Amivero team you will use your empathy   for a customer’s situation, your passion for service, your energy for   solutioning, and your bias towards action to bring modernization to very   important, mission-critical, and public service government IT systems.

Special Requirements

• US Citizenship Required to obtain Public Trust
• Active DHS or CBP Public Trust clearance   preferred 
• 3+ years of relevant experience
• Must be able to commute to Reston, VA 1-2x per week

The Gist…

We are looking for a Data Scientist with exceptional skill   to develop machine learning and deep learning models and algorithms that   create useful and actionable insight for customers. The ideal candidate   should be someone who is strong mathematically; can automate scoring using   machine learning techniques, can develop complex data models and methodology, build recommendation systems, and select the correct data points for analysis   from the large data sets. The ideal candidate must have strong experience using a variety of mathematical/statistical/data mining/data analysis methods and tools. You are focused on results, a self-starter, and have demonstrated   success for using analytics to drive the understanding, growth, and success of the analysis.

What Your Day Might Include…

• Perform knowledge elicitation from customer subject matter experts and convert that to derived algorithms
• Analyze large data sets to identify actionable insights with mathematical statistical rigor
• Rigorously critique and correct intermediate results to improve the algorithmic outcomes
• Design and deploy deep learning algorithms and predictive models
• Develop custom data models and algorithms to apply to data sets
• Assess the effectiveness and accuracy of new data sources and data gathering techniques
• Develop processes and tools to monitor and analyze model performance and data accuracy
• Interpret and communicate results to non-technical customers

Requirements

You’ll Bring These   Qualifications…

• Active DHS or CBP Public Trust clearance preferred
• BA/BS in Computer Science, Statistics, Applied Mathematics, Computational Linguistics, Artificial Intelligence or related field
• 3+ years of practical working experience in one or more of the following areas: Natural Language Processing, Machine Learning Models, Question Answering, Text Mining, Information Retrieval, Distributional Semantics, Data Science, Knowledge Engineering
• Experience using a variety of mathematical, statistical, data mining, and data analysis methods/tools
• Interpersonal skills and the ability to communicate effectively with various clients in order to explain and elaborate on technical details
• Experience in productization of machine learning algorithms and the ability to deliver data science components that are part of successful deliverables
• Working knowledge of general machine learning algorithms and NLP, Graph Theory, and Network Analysis
• Fluency in one or more programming languages (e.g., Python, JavaScript, R, etc.)
• Experience with statistical data analysis, experimental design, and hypotheses validation
• Experience with database querying like SQL
• Readiness to collaborate with engineering teams, product teams, and customers to develop prototypes and software products
• Scaled Agile Framework (SAFe) experience 

EOE/M/F/VET/DISABLED

All qualified applicants will receive consideration without regard to race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, disability, genetic information, marital status, amnesty, or status as a covered veteran in accordance with applicable federal, state and local laws. Amivero complies with applicable state and local laws governing non-discrimination in employment in every location in which the company has facilities.