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.
· 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
- 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
- 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
· 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
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!