Overview
Remote
On Site
USD 120,001.00 - 160,000.00 per year
Full Time
Skills
Security Clearance
Cloud Computing
R
Statistics
Leadership
Adaptability
JSON
XML
SQL
Oracle
Web Services
Algorithms
Regression Analysis
Clustering
Natural Language Processing
Cyber Security
Software Engineering
Terraform
Continuous Integration
Continuous Delivery
Automated Testing
Smoke Testing
Root Cause Analysis
Agile
User Stories
Sprint
Computer Science
Data Analysis
Document Processing
Python
Machine Learning (ML)
TensorFlow
PyTorch
GitLab
Supervised Learning
Training
Microsoft
Layout
Management
Backbone.js
Art
Artificial Intelligence
Transformer
Optical Character Recognition
Image Processing
OpenCV
Extraction
Image Analysis
Java
Spring Framework
JPA
Hibernate
MyBatis
Object-relational Mapping
WildFly
Apache Camel
Amazon S3
Amazon SQS
Amazon RDS
Remote Desktop Services
Conflict Resolution
Problem Solving
Communication
Collaboration
Supervision
Amazon Web Services
Information Technology
Systems Engineering
FOCUS
Job Details
Job ID: 2511657
Location: REMOTE WORK, VA, US
Date Posted: 2025-11-18
Category: Software
Subcategory: SW Engineer
Schedule: Full-time
Shift: Day Job
Travel: No
Minimum Clearance Required: None
Clearance Level Must Be Able to Obtain: Public Trust
Potential for Remote Work: Yes
Description
We are seeking a passionate and skilled Senior Machine Learning Software Engineer expert to join our high-performing development team. The ideal candidate will have strong background in machine learning techniques and data analytics. The candidate must have AWS cloud engineering experience to ensure integration of the AI/ML/NLP solutions in cloud native environments. You will be responsible for extracting insights from large datasets, documenting images, building predictive models, and developing algorithms to solve complex business problems. You will collaborate with product managers, architects, and cross-functional teams to understand requirements and deliver solutions aligning with client objectives and goals.
This role is 100% remote
KEY SKILLS: Data Analysis, Machine Learning, Programming (Python, R), Statistical Analysis, Problem solving, Leadership, Adaptability, JSON, XML
NICE TO HAVE SKILLS: JAVA, SQL, Oracle, Web services (REST Based), Spring, SpringBoot, Hibernate
JOB DUTIES:
Develop predictive models using machine learning algorithms such as regression, classification, clustering, and neural networks.
Develop end-to-end plans for AI/ML/NLP innovations that are compliant with cybersecurity policies.
Use sound software engineering principles and best practices to ensure that developed code is maintainable, efficient, reliable, understandable, secure, fault tolerant, and of high quality.
Identify and address performance bottlenecks, security vulnerabilities, and other technical challenges.
Use of Terraform, GitLab, and GitLab Runner to support CI/CD, automated testing, quality and security scans.
Provide operational and maintenance support including production deployment, smoke testing, monitoring, issue root cause analysis and resolution.
Participate as a member in Agile teams to review user stories, estimate and create sprint backlogs, participate in sprint reviews, demos and retrospectives.
Qualifications
REQUIRED EDUCATION AND EXPEREINCE:
Bachelor's or higher degree in Computer Science, Machine Learning, or a related field.
10+ years overall experience in Software/IT.
5+ years in Data Analysis and Machine Learning.
Proven experience in maintaining and enhancing machine learning systems, preferably in document processing.
Strong proficiency in Python and relevant machine learning libraries/frameworks like TensorFlow, PyTorch.
Proven expertise in working with AWS services like Bedrock, Lambda, ECS, SQS, and SNS
Proven expertise in working with Image Transformer models, particularly those designed for document image understanding like Microsoft's DiT.
Proven experience with creating Terraforms and working with GitLab Runner to deploy working sortware.
Demonstrated experience in implementing and working with self-supervised learning techniques, especially in the context of pre-training models on large-scale unlabeled text images. Familiarity with approaches like Microsoft's DiT for Document AI tasks.
Hands-on experience in applying Transformer models to various Document AI tasks, including document image classification, document layout analysis.
Proven ability to leverage self-supervised pre-trained models, like DiT, as backbone networks to achieve state-of-the-art results in downstream tasks.
Proficient in designing experiments, analyzing results, and fine-tuning models to achieve optimal performance on Document AI tasks. Ability to interpret and communicate experiment results effectively.
Familiarity with integrating Transformer models into OCR pipelines and collaborating with OCR technologies for enhanced text detection and extraction capabilities.
Solid understanding of image processing techniques with a focus on leveraging OpenCV for tasks such as resizing, feature extraction, and other pre-processing steps essential for document image analysis and understanding.
Hands on experience in Java, SprintBoot, Spring/JPA and Hibernate/MyBatis ORM frameworks, JBoss/Fuse Camel/AMQ is a plus.
Experience with developing solutions with AWS Services, i.e. ECS, Lamda, S3, SQS, SNS, ELB, ALB, Aurora RDS.
Excellent problem-solving skills and ability to work independently.
Strong communication skills and ability to collaborate with cross-functional teams.
Self-starter, who enjoys moving at a fast pace with little supervision.
AWS certifications are a plus
Must be able to obtain a Public Trust
Target salary range: $120,001 - $160,000. The estimate displayed represents the typical salary range for this position based on experience and other factors.
Location: REMOTE WORK, VA, US
Date Posted: 2025-11-18
Category: Software
Subcategory: SW Engineer
Schedule: Full-time
Shift: Day Job
Travel: No
Minimum Clearance Required: None
Clearance Level Must Be Able to Obtain: Public Trust
Potential for Remote Work: Yes
Description
We are seeking a passionate and skilled Senior Machine Learning Software Engineer expert to join our high-performing development team. The ideal candidate will have strong background in machine learning techniques and data analytics. The candidate must have AWS cloud engineering experience to ensure integration of the AI/ML/NLP solutions in cloud native environments. You will be responsible for extracting insights from large datasets, documenting images, building predictive models, and developing algorithms to solve complex business problems. You will collaborate with product managers, architects, and cross-functional teams to understand requirements and deliver solutions aligning with client objectives and goals.
This role is 100% remote
KEY SKILLS: Data Analysis, Machine Learning, Programming (Python, R), Statistical Analysis, Problem solving, Leadership, Adaptability, JSON, XML
NICE TO HAVE SKILLS: JAVA, SQL, Oracle, Web services (REST Based), Spring, SpringBoot, Hibernate
JOB DUTIES:
Develop predictive models using machine learning algorithms such as regression, classification, clustering, and neural networks.
Develop end-to-end plans for AI/ML/NLP innovations that are compliant with cybersecurity policies.
Use sound software engineering principles and best practices to ensure that developed code is maintainable, efficient, reliable, understandable, secure, fault tolerant, and of high quality.
Identify and address performance bottlenecks, security vulnerabilities, and other technical challenges.
Use of Terraform, GitLab, and GitLab Runner to support CI/CD, automated testing, quality and security scans.
Provide operational and maintenance support including production deployment, smoke testing, monitoring, issue root cause analysis and resolution.
Participate as a member in Agile teams to review user stories, estimate and create sprint backlogs, participate in sprint reviews, demos and retrospectives.
Qualifications
REQUIRED EDUCATION AND EXPEREINCE:
Bachelor's or higher degree in Computer Science, Machine Learning, or a related field.
10+ years overall experience in Software/IT.
5+ years in Data Analysis and Machine Learning.
Proven experience in maintaining and enhancing machine learning systems, preferably in document processing.
Strong proficiency in Python and relevant machine learning libraries/frameworks like TensorFlow, PyTorch.
Proven expertise in working with AWS services like Bedrock, Lambda, ECS, SQS, and SNS
Proven expertise in working with Image Transformer models, particularly those designed for document image understanding like Microsoft's DiT.
Proven experience with creating Terraforms and working with GitLab Runner to deploy working sortware.
Demonstrated experience in implementing and working with self-supervised learning techniques, especially in the context of pre-training models on large-scale unlabeled text images. Familiarity with approaches like Microsoft's DiT for Document AI tasks.
Hands-on experience in applying Transformer models to various Document AI tasks, including document image classification, document layout analysis.
Proven ability to leverage self-supervised pre-trained models, like DiT, as backbone networks to achieve state-of-the-art results in downstream tasks.
Proficient in designing experiments, analyzing results, and fine-tuning models to achieve optimal performance on Document AI tasks. Ability to interpret and communicate experiment results effectively.
Familiarity with integrating Transformer models into OCR pipelines and collaborating with OCR technologies for enhanced text detection and extraction capabilities.
Solid understanding of image processing techniques with a focus on leveraging OpenCV for tasks such as resizing, feature extraction, and other pre-processing steps essential for document image analysis and understanding.
Hands on experience in Java, SprintBoot, Spring/JPA and Hibernate/MyBatis ORM frameworks, JBoss/Fuse Camel/AMQ is a plus.
Experience with developing solutions with AWS Services, i.e. ECS, Lamda, S3, SQS, SNS, ELB, ALB, Aurora RDS.
Excellent problem-solving skills and ability to work independently.
Strong communication skills and ability to collaborate with cross-functional teams.
Self-starter, who enjoys moving at a fast pace with little supervision.
AWS certifications are a plus
Must be able to obtain a Public Trust
Target salary range: $120,001 - $160,000. The estimate displayed represents the typical salary range for this position based on experience and other factors.
Employers have access to artificial intelligence language tools (“AI”) that help generate and enhance job descriptions and AI may have been used to create this description. The position description has been reviewed for accuracy and Dice believes it to correctly reflect the job opportunity.