Enterprise - Senior AI/ML Engineer - TensorFlow, Python, Java Annapolis Junction, MD[...]

Company Overview

Erias Ventures was founded to serve its customers with an entrepreneurial mindset. We value

creative problem-solving ,

open communication , and

empowering our employees

to make decisions and put forth new ideas.

Our staff includes technical experts working across multiple disciplines, bringing diverse perspectives to every project. We are seeking engineers who wish to grow their careers and want to become part of a

technicallystrong

and

growth-oriented

company focused on bringing

innovative solutions

to the difficult mission problems facing our customers.

Description

The Artificial Intelligence/Machine Learning (AI/ML) Engineer designs, creates, tests, and productizes AI/ML algorithms to solve business challenges. The AI/ML models they create should be capable of learning and making predictions as defined by the business logic developed to meet customer requirements. The AI/ML Engineer should be proficient in all aspects of model architecture, data pipeline interaction, and metrics application, interpretation, and presentation. The AI/ML Engineer needs familiarity with foundational concepts of application development, infrastructure management, data engineering, and data governance. Through an understanding of training, retraining, deploying, scheduling, monitoring, and improving models through iterative user and system feedback, the AI/ML Engineer designs and creates scalable solutions for optimal performance. The AI/ML Engineer may be responsible for leading geographically diverse teams and will often serve as a primary POC for AI-related matters, so must have exceptional analytical, problem‑solving and communication skills. Expert knowledge of multiple programming languages, e.g. Python, Java, C, R, a plus.

Select appropriate data sets

Perform statistical analysis

Run machine learning algorithms

Use results to improve models

Train and retrain systems when needed

Experience in working with various ML libraries and packages

Run standard test and evaluation protocols

Provide system integration oversight

Oversee Test and evaluation of AI and ML algorithms through an iterative design process to meet verification and validation requirements

Research and implement a broad range of AI and ML algorithms and tools

Design or Select appropriate data and knowledge representation methods

Recognize software architecture, data modelling, and data structures

Transform and convert data science prototypes into scalable solutions

Verify data and model output quality

Identify differences in data distribution that affect model performance

Clearance

A current Top-Secret/SCIwith polygraph security clearance is required. Candidates cannot be sponsored or nominated for a government security clearance under this position.

Experience

A Master's or Ph.D. degree in advanced math, artificial intelligence, data science, computer science or deep learning from an accredited college or university. Five (5) additional years of machine learning experience with a relevant Bachelor's degree may be substituted for a Master's degree.

Required skills

Five (5) years experience in applied machine learning in programs and contracts of similar scope, type, and complexity

Experience with standard machine language frameworks, e.g. Pytorch, TensorFlow

Desired skills

Expert knowledge of multiple programming languages, e.g. Python, Java, C, R

Benefits

Erias Ventures provides a complete package of wealth, health, and happiness benefits. The expected salary range for this position, depending on education and years of experience is $215,000 - $238,000.

Wealth Benefits

Above Market Hourly Pay

11% Roth or Traditional 401k with Immediate Vesting and Deposit

Spot Bonuses for Assisting with Business Development and Company Growth

Professional Development Bonuses for Certificates and Degrees

Health Benefits

Company subsidized Medical Coverage

100% Company Paid Vision and Dental Coverage

100% Company Paid Long Term Disability, Short Term Disability, and Group Life Insurance

Monthly Wellness Reimbursement

Happiness Benefits

Paid Time Off with Flexible Work Schedules and Birthday Off

Amazon Prime Membership and Monthly Internet Reimbursement

Technology and Productivity Allowance for Equipment and Supplies

Morale Building and Company Events to Celebrate our Successes and Build our Community

Onboarding and Annual Swag

Company Paid Professional Development and Training

At Erias Ventures, we are dedicated to fostering a diverse and inclusive workplace. As an equal opportunity employer, we ensure that all qualified applicants are considered for employment based on merit, without discrimination. We welcome individuals regardless of race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.

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