What are the responsibilities and job description for the Machine Learning Engineer position at Byte Systems LLC?
Job Description
Job Description
Candidate MUST possess a TS / SCI clearance with Intel Polygraph
Overview :
The ML Engineer will integrate sponsor datasets with corporate machine learning tooling.
Machine Learning EngineerThe Sponsor provides highly-technical centralized Information Technology systems data that enables and transforms Cyber, IT, and Insight Operations through a comprehensive, Al-driven ecosystem, ensuring partners stay ahead of emerging threats and optimize resources for data-driven success. The sponsor's solutions include advanced threat detection, real-time monitoring, automation, predictive analytics, and compliance strategies, empowering partners to outpace competitors, improve performance, and adapt in an evolving digital landscape. The Sponsor requires specialized support in systems development modernization of the Information Technology systems data ecosystem. The scope of the work includes Program / project Management, Data Engineering, Machine Learning, Architect / Engineering, and Cloud Engineering. The Contractor Team will work within and across Agile teams to design, develop, test, implement, and support technical solutions, including innovation efforts for modernization and evolution of core infrastructure, platform, and data lake house. The ML Engineer will collaborate with in-house development teams to; construct and implement feature enhancements to sponsor Analytic platform with a UI / UX mindset; integrate external systems with sponsor platform; and develop, implement, and maintain a data lake house against sponsor requirements. They will also integrate sponsor datasets with corporate machine learning tooling.
1.(Mandatory) Demonstrated experience in envisioning and delivering solutions to business problems leveraging machine learning techniques, to include : model training and development; full lifecycle model management. 2.(Mandatory) Demonstrated experience designing, building, and maintaining data pipelines for data ingestion, processing, and transformation. 3.(Mandatory) Demonstrated experience collaborating with data scientists and analysts to ensure data quality and accessibility. 4.(Mandatory) Demonstrated experience building and implementing data governance policies and procedures for data integrity and security. 5.(Desired) Demonstrated experience with cybersecurity, IT systems, and A&A processes 6.(Desired) Demonstrated experience with proficiency in complex multi-network and security enclave environments. 7.(Desired) Demonstrated experience deploying and managing solutions utilizing retrieval augmented generation techniques. 8.(Desired) Demonstrated experience with big data processing and analysis tools such as Splunk, SOAR, NiFi, or Cribl. 9.(Desired) Demonstrated experience with data visualization and data lake house technologies. 10.(Desired) Demonstrated experience with data transfer tools such as NiFi or Cribl. 11.(Desired) Demonstrated experience creating ad-hoc scripts in Python and JSON. 12.(Desired) Demonstrated experience with JIRA or another ticketing system for task tracking. 13.(Desired) Demonstrated experience in Agile and Scrum methodologies for software development. 14.(Desired) Demonstrated experience in software engineering, cloud computing, data management, and system integration 15.(Desired) Demonstrated experience with machine learning frameworks such as TensorFlow, PyTorch, and deploying models in cloud environments (SageMaker) 16.(Desired) Demonstrated experience with data engineering and feature engineering for big data processing and machine learning algorithms. 17.(Desired) Demonstrated experience with understanding cloud platforms (AWS, OCI, Azure, or GCP) and best practices for cloud-based services and security. 18.(Desired) Demonstrated experience with Sponsorls technology, mission, and business systems, as well as architectural vision. 19.(Desired) Bachelor's Degree in Information Technology or related discipline or equivalent combination of education and work experience.
MUST be a US Citizen with a U.S. Government clearance - Intel with Polygraph
NOTE : Must have an active TS-SCI with poly. No sponsorships or upgrades are available. Submissions without this requirement will not be considered. H1-B holders will not be considered.
Benefits :
Up to 5 week paid vacation 10 gov't holidays
Up to 15% contribution to 401k
LTD, STD disability and life insurance
Paid health, dental, and vision for employee and family.
5000 annual training expense reimbursement
Computer purchase plan