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Senior AI/ML Data Engineer - REMOTE!
AnaVation
Chantilly, VA
Be Challenged and Make a Difference 

In a world of technology, people make the difference. We believe if we invest in great people, then great things will happen. At AnaVation, we provide unmatched value to our customers and employees through innovative solutions and an engaging culture. 

Description of Task to be Performed:
AnaVation is looking for a talented AI/ML Data Engineer who is passionate about technology and working with customers and a strong team to provide solutions for our mission-critical customer. The ideal candidate appreciates partnering with our customer and team of engineers to create innovative engineering solutions. The selected candidate will work with a small group of developers building a Cyber data-lake by applying AI/ML technologies to extract insights from the data. If you are looking to be challenged, then this is the environment for you. This position supports 80% remote work with one day per week in our Chantilly, VA office.

The candidate will be required to pass a high-risk public trust background investigation.

Position Responsibilities:
· Develop tools and processing applying AI/ML techniques such as entity recognition, sentiment analysis, and object recognition to extract insights from data
· Developed and train models and run evaluation experiments
· Develop and evaluate tools to search, analyze, discover, and otherwise exploit data in the data lake to support investigative operations

Required Qualifications:

    • 3 years of experience programming in Python
    • Experience in machine learning platforms, frameworks, and libraries
    • Understanding of NLP techniques for text representation, semantic extraction techniques, data structures, and modeling
    • Documentation experience for complex software components
    • Experience in implementing the products lifecycle - design, development, quality, deployment, maintenance
    • Relational database design and development (PostgreSQL, Oracle, Microsoft SQL Server)
    • ETL/ELT development experience · Linux environment experience
    • Experience analyzing unstructured, structured, and semi-structured data
    • Strong technical and computational skills, coupled with the ability relate data to use cases, mission requirements, and end-user experience
    • Active Secret Clearance or High Risk Public Trust Suitability
    • Bachelor’s degree in Computer Science, Information Systems or related discipline

Preferred Qualifications:

    • Experience with Azure Cognitive Services or AWS Comprehend
    • Experience with NLP frameworks such as SpaCy and OpenNLP
    • Experience with cloud data solutions such as AWS RedShift, AWS DynamoDB and Azure Cosmos DB
    • Experience with search technologies such as Elasticsearch, AWS Opensearch, Azure Cognitive search, SOLR, etc.
    • Experience with Databricks, Azure Synapse, or Apache Spark
    • Experience with cloud concepts and big data architectures such as Hadoop, Kafka, etc.
    • Knowledge of Continuous Integration/Continuous Delivery tools and practices
    • Experience with cloud platforms such as AWS and Azure
    • Experience working in Agile Environments
    • Experience with DevOps toolsets
    • Familiarity with containerization (Docker, Containerd, Kubernetes, etc.)
    • Experience with microservices
Benefits 
·        Generous cost sharing for medical insurance for the employee and dependents 
·        100% company paid dental insurance for employees and dependents 
·        100% company paid long-term and short term disability insurance 
·        100% company paid vision insurance for employees and dependents 
·        401k plan with generous match and 100% immediate vesting 
·        Competitive Pay 
·        Generous paid leave and holiday package 
·        Tuition and training reimbursement 
·        Life and AD&D Insurance

About AnaVation 
AnaVation is the leader in solving the most complex technical challenges for collection and processing in the U.S. Federal Intelligence Community. We are a US owned company headquartered in Chantilly, Virginia. We deliver groundbreaking research with advanced software and systems engineering that provides an information advantage to contribute to the mission and operational success of our customers. We offer complex challenges, a top-notch work environment, and a world-class, collaborative team.  

If you want to grow your career and make a difference while doing it, AnaVation is the perfect fit for you! 
Full-time
Senior
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Data Scientist
AnaVation
Reston, VA
Be Challenged and Make a Difference 

In a world of technology, people make the difference. We believe if we invest in great people, then great things will happen. At AnaVation, we provide unmatched value to our customers and employees through innovative solutions and an engaging culture. 

Description of Task to be Performed: AnaVation is seeking a Data Scientist to join our team and support our mission critical customer in Reston, VA. As our Data Scientist, you will employ data science and analytic methodologies to use data sets to identify patterns and relationships. The Data Scientist will support the automation, reporting, and data visualization to improve cyber service delivery capabilities. You will research the latest technologies to conduct high performing, highly scalable distributed big data analysis in order to produce faster relevant data-science analytics and visualize the results. You will support quarterly innovation white papers, work with the Engineering team to identify and document new data sources, data schemas, and support data. As Data Scientist, you will provide an analytical approach to share situational awareness of network topology, threat and other information, and provide the health and status of customer defenses. You will also work with the Cloud Engineer and service users on analytics, visualizations, and dashboard capabilities to enhance situational awareness, risk analysis, and response coordination.

Required Qualifications:

    • Clearance: Active TS/SCI Clearance with Polygraph
    • Education & Years of Experience: Bachelor’s degree and 4 years of experience related to specific functional area
    • Certifications: Currently hold, or be able to attain a IAT II certification (CompTIA Security+ or equivalent) and CSSP Infrastructure certification.
    • Experience and knowledge on:
    • Working collaboratively across cross-functional teams of all experience levels
    • Creating, maintaining, and updating related knowledge management and technical documentation
    • Analyzing unstructured and semi-structured data, including entity identification and tagging, complex event processing (CEP), and the application of analysis algorithms on distributed, clustered, and cloud-based high-performance infrastructures
    • Visualization of large-scale analysis and presentation of data
    • Technical and computational skills, coupled with the ability relate data to use cases, mission requirements, and end-user experience
    • Use of tools and computational skills to interpret, connect, predict and make discoveries in complex data and deliver recommendations for business and analytic decisions
    • Experience with Cloud-based data analysis tools
    • Experience with visual analytic tools

Preferred Qualifications:

    • Security certifications: CySA+, SSCP, or equivalent certification
    • AWS certification
    • Cloud certifications
    • Familiar with networking concepts and protocols
    • Familiar with software development tools and platforms (ex. Git, Docker, Jupyter, etc.)
    • Demonstrated experience in numerical optimization techniques
    • Advanced degree or publication record in an applicable technical field
    • Familiarity with data pipelining and streaming technologies (ex. Apache Kafka, Apache Nifi, etc.)
    • Demonstrated contributions to open-source software repositories (ex. github, kaggle, etc.)
    • Experience deploying ML models on cloud platforms (ex. AWS, Azure, etc.)
    • Experience generating training data
    • Experience communicating empirical research results in written, visual, and spoken forms to technical and non-technical audiences (ex. graduate degree or publication record in a relevant field)
Benefits 
·        Generous cost sharing for medical insurance for the employee and dependents 
·        100% company paid dental insurance for employees and dependents 
·        100% company paid long-term and short term disability insurance 
·        100% company paid vision insurance for employees and dependents 
·        401k plan with generous match and 100% immediate vesting 
·        Competitive Pay 
·        Generous paid leave and holiday package 
·        Tuition and training reimbursement 
·        Life and AD&D Insurance

About AnaVation 
AnaVation is the leader in solving the most complex technical challenges for collection and processing in the U.S. Federal Intelligence Community. We are a US owned company headquartered in Chantilly, Virginia. We deliver groundbreaking research with advanced software and systems engineering that provides an information advantage to contribute to the mission and operational success of our customers. We offer complex challenges, a top-notch work environment, and a world-class, collaborative team.  

If you want to grow your career and make a difference while doing it, AnaVation is the perfect fit for you! 
Full-time
Mid Level