Join Our Team of Innovators and Make a Difference
We're seeking a highly skilled Sr. AI/ML Data Engineer to join our team of experts in developing cutting-edge solutions for our mission-critical customers. As a Sr. AI/ML Data Engineer at AnaVation, you will have the opportunity to work on challenging projects, collaborate with a talented team, and contribute to the development of innovative engineering solutions that make a real impact.
Job Summary:
We're looking for a talented individual who is passionate about AI/ML technologies and has a strong background in developing tools and processing data to extract insights. The ideal candidate will have experience working with customers and teams to provide solutions, a strong understanding of NLP techniques, and experience with machine learning platforms, frameworks, and libraries.
Key Responsibilities:
- Develop tools and processing applying AI/ML techniques such as entity recognition, sentiment analysis, and object recognition to extract insights from data
- Develop 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
Requirements:
- 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.)
What We Offer:
- 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.
Take the Next Step:
Are you ready for this challenge? Apply now and let's discuss how you can become a vital part of our success story.
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