What are the responsibilities and job description for the Machine Learning Engineer Sr - Security Clearance Required position at V2X?

Overview

Working across the globe, V2X builds smart solutions designed to integrate physical and digital infrastructure from base to battlefield. We bring 120 years of successful mission support to improve security, streamline logistics, and enhance readiness. Aligned around a shared purpose, our $3.9B company and 16,000 people work alongside our clients, here and abroad, to tackle their most complex challenges with integrity, respect, responsibility, and professionalism.

Responsibilities

Design and develop quality ML systems to include creating and implementing algorithms and models that can learn from and make predictions based on data.
Collaborate within an agile software development process with software engineers subject matter experts, and stakeholders to integrate ML solutions into broader systems.
Prepare data through collection, cleaning, and preprocessing to ensure it is suitable for training models.
Serve as a technical resource or subject matter expert when needed to support the customer and future proposal efforts.
Peer review the work of other ML engineers and provide constructive feedback.
Participate in project meetings including Agile / Scrum grooming, sprint planning, sprint reviews, and daily stand-ups.
Mentor junior ML engineers.
Contribute to the improvement of processes and practices.
Prepare reports on all aspects related to ML development.

Qualifications

Qualifications :

Education :

Bachelor's in Computer Engineering, Computer Science, or related STEM field

Experience :

8 years of Experience successfully designing, developing, implementing, and training ML algorithms and models.

5 years of Experience successfully collecting, cleaning, and preprocessing data for use with ML models.

5 years of Experience deploying models into production environments and maintaining them to ensure they continue to perform well over time.

5 years of experience providing in-depth evaluation and analysis of unique complex technological issues

5 years of experience with a source control tool such as git

5 years of experience with a software lifecycle management tool such as Azure DevOps

5 years of experience writing unit tests and performing code reviews

5 years of experience with current and emerging software development methodologies, processes, and life-cycle models, (e.g. CMMI and Scrum)

Skills & Technology Used :

Agile / Scrum software development practices

Azure DevOps

PostgreSQL or SQL and Database Operations

Linux (CentOS, RHEL) and Windows Operating Systems

Object-oriented languages and web development technologies

C#, Python, PyTorch, scikit-learn, SQL (especially PostgreSQL), Entity Framework

Docker and containerized web services

Visual Studio

Other Requirements :

US Citizen

Active DoD SECRET level security clearance required.

We are committed to an inclusive and diverse workplace that values and supports the contributions of each individual. This commitment along with our common Vision and Values of Integrity, Respect, and Responsibility, allows us to leverage differences, encourage innovation and expand our success in the global marketplace. Vectrus is an Equal Opportunity / Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, age, sex, national origin, protected veteran status or status as an individual with a disability. EOE / Minority / Female / Disabled / Veteran.