Machine Learning Engineer

Capgemini

Washington (District of Columbia)

On-site

USD 120,000 - 180,000

Full time

2 days ago

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Benefits offered by this job

Paid time off

Medical insurance

Dental insurance

Vision insurance

401(k)

Job summary

ITC Digital Solutions, a division of ITC Federal, seeks a skilled ML Engineer with an active Top Secret clearance to deliver high-quality ML code powering services and backend architecture in the DC Metro Area. You will collaborate with engineers and designers to integrate AI capabilities across Microsoft products, develop scalable ML solutions, and stay current with ML advances in industry and academia.

Candidates should have 2+ years of ML delivery experience and a strong programming

Qualifications

Active U.S. citizenship and Top Secret security clearance required
Bachelor’s degree or higher in machine learning, data science, statistics, computer science, economics, mathematics, information systems, or similar field preferred
Minimum of two years of professional ML-delivery experience including coding for services, servers, distributed systems, and backend architecture
Experience with object detection and computer vision models (e.g., YOLO, MMDetection, R-CNN, SSD, FPN, RetinaNet)
Experience programming in Python, R, Scala, SQL, JavaScript, C/C++, and Java
Experience with TensorFlow, PyTorch, Spark ML/MLlib, and Jupyter
Excellent verbal and written communication; ability to multi-task in dynamic environments

Responsibilities

Deliver high-quality ML code components powering services, servers, distributed systems, and backend architecture
Collaborate with engineers, artists, producers and designers
Incorporate AI/ML/Computer Vision capabilities into Microsoft product designs and services
Develop ML solutions based on requirements, resources, and alternatives
Perform exploratory data analysis to evaluate pipelines and construct data stores
Develop algorithms, frameworks, and models or leverage tools to solve complex problems
Deploy ML solutions and scale methodologies
Present findings and solutions to clients and team members
Maintain knowledge of ML advances in industry and academia
Collaborate with stakeholders to identify ML use cases such as object detection, OCR, automation, predictive modeling, NLP, fraud detection

Skills

Python

Scala

SQL

JavaScript

C/C++

Java

ML delivery

Communication

Multi-tasking

Education

Bachelor's or higher in ML/DS/CS/Statistics

Tools

TensorFlow

PyTorch

Spark ML/MLlib

Jupyter

OpenCV

Job description

ITC Digital Solutions is seeking a highly motivated Machine Learning (ML) Engineer with an active security clearance to deliver high-quality code components to power the services, servers, distributed systems, and backend architecture. The successful candidate will have the opportunity to conceive and deliver innovative ML solutions to the U.S. Public Sector to help address critical national and global challenges. This individual will join our Data and AI practice in the DC Metro Area. As a part of the rapidly expanding ITC Data and AI practice, the candidate will also help our clients develop, deploy, and modernize their data estates and pipelines.

Job Responsibilities

As a ML Engineer you will:

Deliver high-quality code components that will power the services, servers, distributed systems, and backend architecture for Microsoft products
Partner with industry-leading Engineers, Artists, Producers and Designers
Incorporate the latest AI, Machine Learning and Computer vision capabilities into the design of Microsoft products and services
Drive ML-related solutions based on evaluation of requirements, resources, and alternatives
Conduct exploratory data analysis to evaluate data pipelines and construct data stores (structured, semi-structured, and unstructured) as needed to feed frameworks/models
Develop custom algorithms, frameworks, and models or leverage available tools, libraries, and applications to solve complex problems
Deploy ML solutions and develop methodologies to scale up
Present and articulate findings and present solutions to clients and team members
Maintain knowledge of advances of ML in industry and academia
As needed, collaborate with internal and external stakeholders to identify object detection, optical character recognition, automation, predictive modeling, pattern analysis, natural language processing, fraud detection, and other business cases for using ML

RequiredQualifications

U.S. Citizenship and an active Top Secret level security clearance or higher is required
Bachelor’s degree or higher in machine learning, data science, statistics, computer science, economics, mathematics, information systems, or similar field preferred
Minimum of two (2) years of professional experience with machine learning-delivery responsibilities such as:
Deliver high-quality code components to power services, servers, distributed systems, and backend architecture
Incorporate the AI, machine learning, and Computer vision capabilities into solutions and services
Experience in object detection and computer vision models such as YOLO, MMDetection, R-CNN, SSD, FPN, and RetinaNet
Experience programming in languages such as Python, R, Scala, SQL, JavaScript, C/C++, and Java
Experience using libraries and frameworks such as TensorFlow, PyTorch, Spark ML/MLlib, and Jupyter
Excellent verbal and written communication skills
Ability to multi-task and stay flexible in a dynamic work environment

Nice to have skills/qualifications

Data Science, ML, AI, or Cloud certifications
Experience working in an IT project team following SDLC and DevOps methodologies
Experience working with big data distributed programming languages and ecosystems such as Hadoop, MapReduce, Pig, or Kafka
Experience with designing and building cloud-based databases, data lakes, and data warehouses
Experience using tools such as Azure’s Machine Learning and Cognitive Services; AWS’s SageMaker, Polly and Rekognition; DataRobot; or H2O.ai

About ITC Digital Solutions

ITC Digital Solutions, a division of ITC Federal, delivers advanced technology solutions that help federal agencies modernize systems, harness data and AI, and adopt emerging technologies to advance their missions. Building on more than two decades of public sector experience, the team brings deep expertise in IT strategy, application development and testing, digital modernization, data and AI, and technology transformation across civilian, health, national security, and defense agencies.

Disclaimer

All qualified applicants will be considered for employment based on their skills and merit.

Please be aware that ITC may capture your image (video or screenshot) during the interview process, and that image may be used for verification, including during the hiring and onboarding process.

Applicants for employment in the U.S. must have valid work authorization that does not now and/or will not in the future require sponsorship of a visa for employment authorization in the U.S. by ITC.

ITC discloses salary range information in compliance with state and local pay transparency obligations. The disclosed range represents the lowest to highest salary we, in good faith, believe we would pay for this role at the time of this posting, although we may ultimately pay more or less than the disclosed range, and the range may be modified in the future. The disclosed range takes into account the wide range of factors considered in making compensation decisions, including, but not limited to, geographic location, relevant education, qualifications, certifications, experience, skills, seniority, performance, sales- or revenue-based metrics, and business or organizational needs.

At ITC, it is not typical for an individual to be hired at or near the top of the range for their role. The base salary range for the tagged location is $120,000-$180,000. Full-time regular employees are eligible for paid time off, medical, dental, and vision insurance, a 401(k), and any other benefits available to eligible employees.

Note: No amount of pay is considered wages or compensation until such amount is earned, vested, and determinable. The amount and availability of any bonus, commission, or other form of compensation allocable to a particular employee remains in the Company’s sole discretion unless and until paid and may be modified at the Company’s sole discretion, consistent with applicable law.

Equal Opportunity Employer/Protected Veterans

The contractor will not discharge or otherwise discriminate against employees or applicants because they have inquired about, discussed, or disclosed their own pay or the pay of another employee or applicant. However, employees who have access to the compensation information of other employees or applicants as part of their essential job functions may not disclose the pay of other employees or applicants to individuals who do not otherwise have access to compensation information, unless the disclosure is (a) in response to a formal complaint or charge; (b) in furtherance of an investigation, proceeding, hearing, or action, including an investigation conducted by the employer; or (c) consistent with the contractor’s legal duty to furnish information. 41 CFR 60-1.35(c).

Equal Opportunity Employer/Protected Veterans/Individuals with Disabilities

This employer is required to notify all applicants of their rights pursuant to federal employment laws. For further information, please review the Know Your Rights notice from the Department of Labor.