Prepare for and practice interview questions from Abile group, inc..

Abile group, inc. Interview Questions

abile group
 able to excel… agile to respond…
abile group, inc. is committed to developing timely custom solutions to its clients' performance management, project management, and systems engineering challenges. we provide our clients with advice and guidance along with solutions development and implementation support, crafted by combining industry best practices with the clients' subject matter experience and abile group's breadth of expertise.
abile group, inc. was formed in july 2004 to focus on providing consulting services for the government and government contractors in the areas of:
 performance management
 project management
 *high level it and systems engineering

abile group
 able to excel… agile to respond…

 abile group, inc. is committed to developing timely custom solutions to its clients' performance management, project management, and systems engineering challenges. we provide our clients with advice and guidance along with solutions development and implementation support, crafted by combining industry best practices with the clients' subject matter experience and abile group's breadth of expertise.

 abile group, inc. was formed in july 2004 to focus on providing consulting services for the government and government contractors in the areas of:
 *performance management
 *project management
 *high level it and systems engineering

Overview

Abile group, inc. Interview Guides

You are testing hundreds of hypotheses with many t-tests. What considerations should be made?

What is a key disadvantage of the F-test when compared to multiple t-tests?

What is a key disadvantage of the F-test when compared to multiple t-tests?

Hundreds of Hypotheses

You are testing hundreds of hypotheses with many t-tests. What considerations should be made?

Let’s say that your company is running a standard control and variant AB test on a feature to increase conversion rates on the landing page. The PM checks the results and finds a .04 p-value.

How would you assess the validity of the result?

Experiment Validity

Let’s say you work for a social media company that has just done a launch in a new city. Looking at weekly metrics, you see a slow decrease in the average number of comments per user from January to March in this city.

The company has been consistently growing new users in the city from January to March.

What are some reasons why the average number of comments per user would be decreasing and what metrics would you look into?

What metric could be used to measure if active users are still engaging on the platform despite an overall decrease in the average number of comments per user?

What metric could be used to measure if active users are still engaging on the platform despite an overall decrease in the average number of comments per user?

Decreasing Comments

How would you investigate a decline in the average number of comments per user?

Abile group, inc. Salaries by Position

Overview:

Abile Group has an exciting and challenging opportunity for a Cyber Data Analyst on a contract providing Network and Cybersecurity services supporting an Intelligence Community customer. All the personnel on the team will work together to support transport and cybersecurity information technology (IT) services on multiple networks and security domains, at multiple locations worldwide, inclusive of new facilities and building constructions to support the IC mission.
The right candidate will possess the below skills and qualifications and be ready to handle all responsibilities independently and professionally.
Responsibilities:
Provides all preventative and corrective maintenance to ensure consistent, reliable, and secure service availability. This includes all actions required to return the service to full operational capability such as vendor RMA processes, removal and proper disposal of broken equipment/software, installation and testing of new equipment/software, and configuration of new equipment/software
Maintains system availability and reliability with a threshold of 99.99%
Detects and tickets degradations (volume/velocity) of all SIEM data flows within 60 minutes of the start of the degradation
Performs day-to-day maintenance, and specific scheduled maintenance activities that result from manufacturers recommended service intervals, alerts, bulletins, available patches, and updates according to agency approved change management processes. This includes maintaining updated documentation, change logs, and service bulletin libraries for all supported equipment and software in the Cybersecurity Operations Cell (CSOC) knowledge management platform
Executes emergency maintenance actions with sufficient urgency to preclude unacceptable outage durations, approved by the Government prior to execution, and coordinated through and approved by CSOC and ESC government management
Performs all development, engineering, testing, integration, and implementation actions necessary for major vendor revisions
Performs continuous engineering assessments to improve the performance, effectiveness, coverage, and maturity of this service.
Retains documentation regarding loss of event logs (e.g. June 5-7th DNS logs were not ingested from SBU and are lost)
Configures all assets assigned to this service within the Government Furnished Information - Software Tools list in accordance with all Federal, DoD, IC, and NGA laws, directives, orders, polices, guidance, procedures etc.
Performs all development, design, engineering, testing, integration, and implementation actions needed for the total integration and interoperability between all applicable assets in the Government Furnished Information - Software Tools list. This includes ensuing all data flows are properly parsed for ingestion/transmission to internal and external automated reporting systems (e.g. JFHQ DoDIN Joint Incident Management System, DoD CIO DoD Scorecard/Get to Green reporting, IC CIO Cybersecurity Performance Evaluation Model reporting, etc.)
Utilizes agency approved ticketing systems to document, track, assign, update, and coordinate all engineering, integration, configuration, and maintenance actions
Uses various monitoring, analysis, and visualization tools to track effectiveness, status, performance metrics, and other information as needed or required by
Government staff and contractors assigned Cybersecurity Operations Services and Cybersecurity Readiness Services

Qualifications:
Clearance Required:  TS/SCI with ability to pass a CI Poly
Degree and Years of Experience:  Bachelors Degree with minimum 6 years of relevant experience.
Required Certifications:
DoD 8570.01-M IAT Level II and CSSP Infrastructure Support certifications
Required Skills:
Maintain enterprise cybersecurity infrastructure requirements
Appliy Elastic search experience to optimize SIEM and data utilization for long term archive
Monitor, maintain and Upgrade petabyte scale Elasticsearch environment
Elasticsearch expert to include infrastructure support experience
AWS cloud expert
Linux (RHEL) Expert
Bash / Python Scripting
DevOps
Desired Skills:
Regex
Data paring experience
Data routing
Experience with data broker technologies such as Kafka
Experience with Logstash
Elasticsearch SIEM experience

About Abile Group, Inc.:
Abile Group, Inc. was formed in July 2004 to partner with the Intelligence Community and their Contractors in the areas of Enterprise Analytics & Performance Management, IT & Systems Engineering and Program & Project Management. We have significant experience with the Federal Government and are an EDWOSB dedicated to our employees and clients. We are looking for high performing employees who enjoy providing advice and guidance along with solutions development and implementation support, crafted by combining industry best practices with the clients subject matter experience and Abiles breadth of expertise.
EEO Statement:
Abile Group, Inc. is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, or protected veteran status and will not be discriminated against on the basis of disability. Anyone requiring reasonable accommodations should email careers@abilegroup.com with requested details. A member of the HR team will respond to your request within 2 business days.
Please review our current job openings and apply for the positions you believe may be a fit. If you are not an immediate fit, we will also keep your resume in our database for future opportunities.

Overview: Abile Group has an exciting and challenging opportunity for a Cyber Data Analyst on a contract providing Network and Cybersecurity services supporting an Intelligence Community customer. All the personnel on the team will work together to support transport and cybersecurity information technology (IT) services on multiple networks and security domains, at multiple locations worldwide, inclusive of new facilities and building constructions to support the IC mission.
The right candidate will possess the below skills and qualifications and be ready to handle all responsibilities independently and professionally.
Responsibilities:
Provides all preventative and corrective maintenance to ensure consistent, reliable, and secure service availability. This includes all actions required to return the service to full operational capability such as vendor RMA processes, removal and proper disposal of broken equipment/software, installation and testing of new equipment/software, and configuration of new equipment/software
Maintains system availability and reliability with a threshold of 99.99%
Detects and tickets degradations (volume/velocity) of all SIEM data flows within 60 minutes of the start of the degradation
Performs day-to-day maintenance, and specific scheduled maintenance activities that result from manufacturers recommended service intervals, alerts, bulletins, available patches, and updates according to agency approved change management processes. This includes maintaining updated documentation, change logs, and service bulletin libraries for all supported equipment and software in the Cybersecurity Operations Cell (CSOC) knowledge management platform
Executes emergency maintenance actions with sufficient urgency to preclude unacceptable outage durations, approved by the Government prior to execution, and coordinated through and approved by CSOC and ESC government management
Performs all development, engineering, testing, integration, and implementation actions necessary for major vendor revisions
Performs continuous engineering assessments to improve the performance, effectiveness, coverage, and maturity of this service.
Retains documentation regarding loss of event logs (e.g. June 5-7th DNS logs were not ingested from SBU and are lost)
Configures all assets assigned to this service within the Government Furnished Information - Software Tools list in accordance with all Federal, DoD, IC, and NGA laws, directives, orders, polices, guidance, procedures etc.
Performs all development, design, engineering, testing, integration, and implementation actions needed for the total integration and interoperability between all applicable assets in the Government Furnished Information - Software Tools list. This includes ensuing all data flows are properly parsed for ingestion/transmission to internal and external automated reporting systems (e.g. JFHQ DoDIN Joint Incident Management System, DoD CIO DoD Scorecard/Get to Green reporting, IC CIO Cybersecurity Performance Evaluation Model reporting, etc.)
Utilizes agency approved ticketing systems to document, track, assign, update, and coordinate all engineering, integration, configuration, and maintenance actions
Uses various monitoring, analysis, and visualization tools to track effectiveness, status, performance metrics, and other information as needed or required by
Government staff and contractors assigned Cybersecurity Operations Services and Cybersecurity Readiness Services Qualifications:
Clearance Required: TS/SCI with ability to pass a CI Poly
Degree and Years of Experience: Bachelors Degree with minimum 6 years of relevant experience.
Required Certifications:
DoD 8570.01-M IAT Level II and CSSP Infrastructure Support certifications
Required Skills:
Maintain enterprise cybersecurity infrastructure requirements
Appliy Elastic search experience to optimize SIEM and data utilization for long term archive
Monitor, maintain and Upgrade petabyte scale Elasticsearch environment
Elasticsearch expert to include infrastructure support experience
AWS cloud expert
Linux (RHEL) Expert
Bash / Python Scripting
DevOps
Desired Skills:
Regex
Data paring experience
Data routing
Experience with data broker technologies such as Kafka
Experience with Logstash
Elasticsearch SIEM experience About Abile Group, Inc.:
Abile Group, Inc. was formed in July 2004 to partner with the Intelligence Community and their Contractors in the areas of Enterprise Analytics & Performance Management, IT & Systems Engineering and Program & Project Management. We have significant experience with the Federal Government and are an EDWOSB dedicated to our employees and clients. We are looking for high performing employees who enjoy providing advice and guidance along with solutions development and implementation support, crafted by combining industry best practices with the clients subject matter experience and Abiles breadth of expertise.
EEO Statement:
Abile Group, Inc. is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, or protected veteran status and will not be discriminated against on the basis of disability. Anyone requiring reasonable accommodations should email careers@abilegroup.com with requested details. A member of the HR team will respond to your request within 2 business days.
Please review our current job openings and apply for the positions you believe may be a fit. If you are not an immediate fit, we will also keep your resume in our database for future opportunities.

Overview: Abile Group has an exciting and challenging opportunity for a Cyber Data Analyst on a contract providing Network and Cybersecurity services supporting an Intelligence Community customer. All the personnel on the team will work together to support transport and cybersecurity information technology (IT) services on multiple networks and security domains, at multiple locations worldwide, inclusive of new facilities and building constructions to support the IC mission. The right candidate will possess the below skills and qualifications and be ready to handle all responsibilities independently and professionally. Responsibilities: <ul> <li>Provides all preventative and corrective maintenance to ensure consistent, reliable, and secure service availability. This includes all actions required to return the service to full operational capability such as vendor RMA processes, removal and proper disposal of broken equipment/software, installation and testing of new equipment/software, and configuration of new equipment/software </li><li>Maintains system availability and reliability with a threshold of 99.99% </li><li>Detects and tickets degradations (volume/velocity) of all SIEM data flows within 60 minutes of the start of the degradation </li><li>Performs day-to-day maintenance, and specific scheduled maintenance activities that result from manufacturers recommended service intervals, alerts, bulletins, available patches, and updates according to agency approved change management processes. This includes maintaining updated documentation, change logs, and service bulletin libraries for all supported equipment and software in the Cybersecurity Operations Cell (CSOC) knowledge management platform </li><li>Executes emergency maintenance actions with sufficient urgency to preclude unacceptable outage durations, approved by the Government prior to execution, and coordinated through and approved by CSOC and ESC government management </li><li>Performs all development, engineering, testing, integration, and implementation actions necessary for major vendor revisions </li><li>Performs continuous engineering assessments to improve the performance, effectiveness, coverage, and maturity of this service. </li><li>Retains documentation regarding loss of event logs (e.g. June 5-7th DNS logs were not ingested from SBU and are lost) </li><li>Configures all assets assigned to this service within the Government Furnished Information - Software Tools list in accordance with all Federal, DoD, IC, and NGA laws, directives, orders, polices, guidance, procedures etc. </li><li>Performs all development, design, engineering, testing, integration, and implementation actions needed for the total integration and interoperability between all applicable assets in the Government Furnished Information - Software Tools list. This includes ensuing all data flows are properly parsed for ingestion/transmission to internal and external automated reporting systems (e.g. JFHQ DoDIN Joint Incident Management System, DoD CIO DoD Scorecard/Get to Green reporting, IC CIO Cybersecurity Performance Evaluation Model reporting, etc.) </li><li>Utilizes agency approved ticketing systems to document, track, assign, update, and coordinate all engineering, integration, configuration, and maintenance actions </li><li>Uses various monitoring, analysis, and visualization tools to track effectiveness, status, performance metrics, and other information as needed or required by </li><li>Government staff and contractors assigned Cybersecurity Operations Services and Cybersecurity Readiness Services </li></ul> Qualifications: Clearance Required: TS/SCI with ability to pass a CI Poly Degree and Years of Experience: Bachelors Degree with minimum 6 years of relevant experience. Required Certifications: <ul> <li>DoD 8570.01-M IAT Level II and CSSP Infrastructure Support certifications </li></ul> Required Skills: <ul> <li>Maintain enterprise cybersecurity infrastructure requirements </li><li>Appliy Elastic search experience to optimize SIEM and data utilization for long term archive </li><li>Monitor, maintain and Upgrade petabyte scale Elasticsearch environment </li><li>Elasticsearch expert to include infrastructure support experience </li><li>AWS cloud expert </li><li>Linux (RHEL) Expert </li><li>Bash / Python Scripting </li><li>DevOps </li></ul> Desired Skills: <ul> <li>Regex </li><li>Data paring experience </li><li>Data routing </li><li>Experience with data broker technologies such as Kafka </li><li>Experience with Logstash </li><li>Elasticsearch SIEM experience </li></ul> About Abile Group, Inc.: Abile Group, Inc. was formed in July 2004 to partner with the Intelligence Community and their Contractors in the areas of Enterprise Analytics & Performance Management, IT & Systems Engineering and Program & Project Management. We have significant experience with the Federal Government and are an EDWOSB dedicated to our employees and clients. We are looking for high performing employees who enjoy providing advice and guidance along with solutions development and implementation support, crafted by combining industry best practices with the clients subject matter experience and Abiles breadth of expertise. EEO Statement: Abile Group, Inc. is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, or protected veteran status and will not be discriminated against on the basis of disability. Anyone requiring reasonable accommodations should email careers@abilegroup.com with requested details. A member of the HR team will respond to your request within 2 business days. Please review our current job openings and apply for the positions you believe may be a fit. If you are not an immediate fit, we will also keep your resume in our database for future opportunities.

Overview: Abile Group has an exciting and challenging opportunity for a Cyber Data Analyst on a contract providing Network and Cybersecurity services supporting an Intelligence Community customer. All the personnel on the team will work together to support transport and cybersecurity information technology (IT) services on multiple networks and security domains, at multiple locations worldwide, inclusive of new facilities and building constructions to support the IC mission. The right candidate will possess the below skills and qualifications and be ready to handle all responsibilities independently and professionally. Responsibilities: <ul><li>Provides all preventative and corrective maintenance to ensure consistent, reliable, and secure service availability. This includes all actions required to return the service to full operational capability such as vendor RMA processes, removal and proper disposal of broken equipment/software, installation and testing of new equipment/software, and configuration of new equipment/software</li><li>Maintains system availability and reliability with a threshold of 99.99%</li><li>Detects and tickets degradations (volume/velocity) of all SIEM data flows within 60 minutes of the start of the degradation</li><li>Performs day-to-day maintenance, and specific scheduled maintenance activities that result from manufacturers recommended service intervals, alerts, bulletins, available patches, and updates according to agency approved change management processes. This includes maintaining updated documentation, change logs, and service bulletin libraries for all supported equipment and software in the Cybersecurity Operations Cell (CSOC) knowledge management platform</li><li>Executes emergency maintenance actions with sufficient urgency to preclude unacceptable outage durations, approved by the Government prior to execution, and coordinated through and approved by CSOC and ESC government management</li><li>Performs all development, engineering, testing, integration, and implementation actions necessary for major vendor revisions</li><li>Performs continuous engineering assessments to improve the performance, effectiveness, coverage, and maturity of this service.</li><li>Retains documentation regarding loss of event logs (e.g. June 5-7th DNS logs were not ingested from SBU and are lost)</li><li>Configures all assets assigned to this service within the Government Furnished Information - Software Tools list in accordance with all Federal, DoD, IC, and NGA laws, directives, orders, polices, guidance, procedures etc.</li><li>Performs all development, design, engineering, testing, integration, and implementation actions needed for the total integration and interoperability between all applicable assets in the Government Furnished Information - Software Tools list. This includes ensuing all data flows are properly parsed for ingestion/transmission to internal and external automated reporting systems (e.g. JFHQ DoDIN Joint Incident Management System, DoD CIO DoD Scorecard/Get to Green reporting, IC CIO Cybersecurity Performance Evaluation Model reporting, etc.)</li><li>Utilizes agency approved ticketing systems to document, track, assign, update, and coordinate all engineering, integration, configuration, and maintenance actions</li><li>Uses various monitoring, analysis, and visualization tools to track effectiveness, status, performance metrics, and other information as needed or required by</li><li>Government staff and contractors assigned Cybersecurity Operations Services and Cybersecurity Readiness Services</li></ul> Qualifications: Clearance Required: TS/SCI with ability to pass a CI Poly Degree and Years of Experience: Bachelors Degree with minimum 6 years of relevant experience. Required Certifications: <ul><li>DoD 8570.01-M IAT Level II and CSSP Infrastructure Support certifications</li></ul>Required Skills: <ul><li>Maintain enterprise cybersecurity infrastructure requirements</li><li>Appliy Elastic search experience to optimize SIEM and data utilization for long term archive</li><li>Monitor, maintain and Upgrade petabyte scale Elasticsearch environment</li><li>Elasticsearch expert to include infrastructure support experience</li><li>AWS cloud expert</li><li>Linux (RHEL) Expert</li><li>Bash / Python Scripting</li><li>DevOps</li></ul>Desired Skills: <ul><li>Regex</li><li>Data paring experience</li><li>Data routing</li><li>Experience with data broker technologies such as Kafka</li><li>Experience with Logstash</li><li>Elasticsearch SIEM experience</li></ul> About Abile Group, Inc.: Abile Group, Inc. was formed in July 2004 to partner with the Intelligence Community and their Contractors in the areas of Enterprise Analytics & Performance Management, IT & Systems Engineering and Program & Project Management. We have significant experience with the Federal Government and are an EDWOSB dedicated to our employees and clients. We are looking for high performing employees who enjoy providing advice and guidance along with solutions development and implementation support, crafted by combining industry best practices with the clients subject matter experience and Abiles breadth of expertise. EEO Statement: Abile Group, Inc. is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, or protected veteran status and will not be discriminated against on the basis of disability. Anyone requiring reasonable accommodations should email careers@abilegroup.com with requested details. A member of the HR team will respond to your request within 2 business days. Please review our current job openings and apply for the positions you believe may be a fit. If you are not an immediate fit, we will also keep your resume in our database for future opportunities.

Overview: Abile Group has an exciting and challenging opportunity for a Machine Learning Engineer on a 10 year contract providing User Facing and Data Center Services supporting an Intelligence Community customer. All the personnel on the team will work together to support innovative design, engineering, procurement, implementation, operations, sustainment and disposal of user facing and data center information technology (IT) services on multiple networks and security domains, at multiple locations worldwide, to support the IC mission.
The right candidate will possess the below skills and qualifications and be ready to handle all responsibilities independently and professionally.
Responsibilities:
Rapidly prototype containerized multimodal deep learning solutions and associated data pipelines to enable GeoAI capabilities for improving analytic workflows and addressing key intelligence questions. You will be at the cutting edge of implementing State-of-the-Art (SOTA) Computer Vision (CV) and Vision Language Models (VLM) for conducting image retrieval, segmentation tasks, AI-assisted labeling, object detection, and visual question answering using geospatial datasets such as satellite and aerial imagery, full-motion video (FMV), ground photos, and OpenStreetMap. Qualifications:
Clearance Required: Active or Reinstateable TS/SCI required with ability to pass a CI Poly
Degree and Years of Experience: Bachelor or Master' Degree in Computer Science, Artificial Intelligence, Machine Learning, Data Science, or equivalent experience in lieu of degree.
5+ years
Required Skills:
Demonstrated experience applying transfer learning and knowledge distillation methodologies to fine-tune pre-trained foundation and computer vision models to quickly perform segmentation and object detection tasks with limited training data using satellite imagery. Demonstrated professional or academic experience building secure containerized Python applications to include hardening, scanning, automating builds using CI/CD pipelines. Demonstrated professional or academic experience using Python to queryy and retrieve imagery from S3 compliant API's perform common image preprocessing such as chipping, augment, or conversion using common libraries like Boto3 and NumPy. Demonstrated professional or academic experience with deep learning frameworks such as PyTorch or Tensorflow to optimize convolutional neural networks (CNN) such as ResNet or U-Net for object detection or segmentation tasks using satellite imagery. Demonstrated professional or academic experience with version control systems such as Gitlab. Demonstrated experience leveraging CUDA for GPU accelerated computing. Desired Skills:
Demonstrated professional or academic experience with the HuggingFace Transformers library and hub. Demonstrated experience with OpenShift and container orchestration within Kubernetes using Helm, Kubectl, Kustomize, or Operators. Demonstrated experience with Vision Transformers (ViT) such as DINO or DeiT. Demonstrated academic or professional experience communicating methodological choices and model results. Demonstrated experience with verification and validation test benches. Demonstrated experience with Explainable AI (XAI) techniques. Demonstrated experience with Open Neural Net Exchange (ONNX). About Abile Group, Inc.:
Abile Group, Inc. was formed in July 2004 to partner with the Intelligence Community and their Contractors in the areas of Enterprise Analytics & Performance Management, IT & Systems Engineering and Program & Project Management. We have significant experience with the Federal Government and are an EDWOSB dedicated to our employees and clients. We are looking for high performing employees who enjoy providing advice and guidance along with solutions development and implementation support, crafted by combining industry best practices with the clients subject matter experience and Abiles breadth of expertise.
EEO Statement:
Abile Group, Inc. is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, or protected veteran status and will not be discriminated against on the basis of disability. Anyone requiring reasonable accommodations should email careers@abilegroup.com with requested details. A member of the HR team will respond to your request within 2 business days.
Please review our current job openings and apply for the positions you believe may be a fit. If you are not an immediate fit, we will also keep your resume in our database for future opportunities.

Overview:

Abile Group has an exciting and challenging opportunity for a Machine Learning Engineer on a 10 year contract providing User Facing and Data Center Services supporting an Intelligence Community customer. All the personnel on the team will work together to support innovative design, engineering, procurement, implementation, operations, sustainment and disposal of user facing and data center information technology (IT) services on multiple networks and security domains, at multiple locations worldwide, to support the IC mission.
The right candidate will possess the below skills and qualifications and be ready to handle all responsibilities independently and professionally.
Responsibilities:
Rapidly prototype containerized multimodal deep learning solutions and associated data pipelines to enable GeoAI capabilities for improving analytic workflows and addressing key intelligence questions. You will be at the cutting edge of implementing State-of-the-Art (SOTA) Computer Vision (CV) and Vision Language Models (VLM) for conducting image retrieval, segmentation tasks, AI-assisted labeling, object detection, and visual question answering using geospatial datasets such as satellite and aerial imagery, full-motion video (FMV), ground photos, and OpenStreetMap.

Qualifications:
Clearance Required:  Active or Reinstateable TS/SCI required with ability to pass a CI Poly
Degree and Years of Experience:  Bachelor or Master' Degree in Computer Science, Artificial Intelligence, Machine Learning, Data Science, or equivalent experience in lieu of degree.
5+ years
Required Skills:
Demonstrated experience applying transfer learning and knowledge distillation methodologies to fine-tune pre-trained foundation and computer vision models to quickly perform segmentation and object detection tasks with limited training data using satellite imagery.

Demonstrated professional or academic experience building secure containerized Python applications to include hardening, scanning, automating builds using CI/CD pipelines.

Demonstrated professional or academic experience using Python to queryy and retrieve imagery from S3 compliant API's perform common image preprocessing such as chipping, augment, or conversion using common libraries like Boto3 and NumPy.

Demonstrated professional or academic experience with deep learning frameworks such as PyTorch or Tensorflow to optimize convolutional neural networks (CNN) such as ResNet or U-Net for object detection or segmentation tasks using satellite imagery.

Demonstrated professional or academic experience with version control systems such as Gitlab.

Demonstrated experience leveraging CUDA for GPU accelerated computing.

Desired Skills:
Demonstrated professional or academic experience with the HuggingFace Transformers library and hub.

Demonstrated experience with OpenShift and container orchestration within Kubernetes using Helm, Kubectl, Kustomize, or Operators.

Demonstrated experience with Vision Transformers (ViT) such as DINO or DeiT.

Demonstrated academic or professional experience communicating methodological choices and model results.

Demonstrated experience with verification and validation test benches.

Demonstrated experience with Explainable AI (XAI) techniques.

Demonstrated experience with Open Neural Net Exchange (ONNX).

About Abile Group, Inc.:
Abile Group, Inc. was formed in July 2004 to partner with the Intelligence Community and their Contractors in the areas of Enterprise Analytics & Performance Management, IT & Systems Engineering and Program & Project Management. We have significant experience with the Federal Government and are an EDWOSB dedicated to our employees and clients. We are looking for high performing employees who enjoy providing advice and guidance along with solutions development and implementation support, crafted by combining industry best practices with the clients subject matter experience and Abiles breadth of expertise.
EEO Statement:
Abile Group, Inc. is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, or protected veteran status and will not be discriminated against on the basis of disability. Anyone requiring reasonable accommodations should email careers@abilegroup.com with requested details. A member of the HR team will respond to your request within 2 business days.
Please review our current job openings and apply for the positions you believe may be a fit. If you are not an immediate fit, we will also keep your resume in our database for future opportunities.

Overview: Abile Group has an exciting and challenging opportunity for a Machine Learning Engineer on a 10 year contract providing User Facing and Data Center Services supporting an Intelligence Community customer. All the personnel on the team will work together to support innovative design, engineering, procurement, implementation, operations, sustainment and disposal of user facing and data center information technology (IT) services on multiple networks and security domains, at multiple locations worldwide, to support the IC mission. The right candidate will possess the below skills and qualifications and be ready to handle all responsibilities independently and professionally. Responsibilities: <ul> <li>Rapidly prototype containerized multimodal deep learning solutions and associated data pipelines to enable GeoAI capabilities for improving analytic workflows and addressing key intelligence questions. You will be at the cutting edge of implementing State-of-the-Art (SOTA) Computer Vision (CV) and Vision Language Models (VLM) for conducting image retrieval, segmentation tasks, AI-assisted labeling, object detection, and visual question answering using geospatial datasets such as satellite and aerial imagery, full-motion video (FMV), ground photos, and OpenStreetMap. </li></ul> Qualifications: Clearance Required: Active or Reinstateable TS/SCI required with ability to pass a CI Poly Degree and Years of Experience: Bachelor or Master' Degree in Computer Science, Artificial Intelligence, Machine Learning, Data Science, or equivalent experience in lieu of degree. <ul> <li>5+ years </li></ul> Required Skills: <ul> <li>Demonstrated experience applying transfer learning and knowledge distillation methodologies to fine-tune pre-trained foundation and computer vision models to quickly perform segmentation and object detection tasks with limited training data using satellite imagery. </li> <li>Demonstrated professional or academic experience building secure containerized Python applications to include hardening, scanning, automating builds using CI/CD pipelines. </li> <li>Demonstrated professional or academic experience using Python to queryy and retrieve imagery from S3 compliant API's perform common image preprocessing such as chipping, augment, or conversion using common libraries like Boto3 and NumPy. </li> <li>Demonstrated professional or academic experience with deep learning frameworks such as PyTorch or Tensorflow to optimize convolutional neural networks (CNN) such as ResNet or U-Net for object detection or segmentation tasks using satellite imagery. </li> <li>Demonstrated professional or academic experience with version control systems such as Gitlab. </li> <li>Demonstrated experience leveraging CUDA for GPU accelerated computing. </li> </ul>Desired Skills: <ul> <li>Demonstrated professional or academic experience with the HuggingFace Transformers library and hub. </li> <li>Demonstrated experience with OpenShift and container orchestration within Kubernetes using Helm, Kubectl, Kustomize, or Operators. </li> <li>Demonstrated experience with Vision Transformers (ViT) such as DINO or DeiT. </li> <li>Demonstrated academic or professional experience communicating methodological choices and model results. </li> <li>Demonstrated experience with verification and validation test benches. </li> <li>Demonstrated experience with Explainable AI (XAI) techniques. </li> <li>Demonstrated experience with Open Neural Net Exchange (ONNX). </li> </ul> About Abile Group, Inc.: Abile Group, Inc. was formed in July 2004 to partner with the Intelligence Community and their Contractors in the areas of Enterprise Analytics & Performance Management, IT & Systems Engineering and Program & Project Management. We have significant experience with the Federal Government and are an EDWOSB dedicated to our employees and clients. We are looking for high performing employees who enjoy providing advice and guidance along with solutions development and implementation support, crafted by combining industry best practices with the clients subject matter experience and Abiles breadth of expertise. EEO Statement: Abile Group, Inc. is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, or protected veteran status and will not be discriminated against on the basis of disability. Anyone requiring reasonable accommodations should email careers@abilegroup.com with requested details. A member of the HR team will respond to your request within 2 business days. Please review our current job openings and apply for the positions you believe may be a fit. If you are not an immediate fit, we will also keep your resume in our database for future opportunities.

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