Enterprise - Senior AI/ML Engineer - TensorFlow, Python, Java

Erias Ventures, LLC; Maryland; On-site; USD 215,000 - 238,000; Full time

Benefits offered by this job

Above Market Pay

11% Roth/Traditional 401k with vesting

Spot Bonuses

Professional Development Bonuses

Medical Coverage

Vision & Dental Coverage

Disability & Life Insurance

Wellness Reimbursement

Paid Time Off & Flexible Schedules

Birthday Off

Amazon Prime Membership

Job summary

Erias Ventures, LLC seeks an AI/ML Engineer to design, test, and productize AI/ML algorithms addressing mission challenges. You will lead data selection, modeling, and scalable deployment while collaborating across disciplines.

Expect responsibilities across training, evaluation, and model improvement through iterative feedback. The role requires a Master’s/PhD in a related field and at least 5 years of ML experience, with proficiency in Python, Java, C, or R.

Qualifications

• Five (5) years experience in applied machine learning in programs and contracts of similar scope, type, and complexity
• Experience with standard machine learning frameworks (PyTorch, TensorFlow)

Responsibilities

• Select appropriate data sets
• Perform statistical analysis
• Run machine learning algorithms
• Use results to improve models
• Train and retrain systems when needed
• Experience with ML libraries and packages
• Run tests and evaluation protocols
• Provide system integration oversight
• Oversee testing/evaluation of AI/ML algorithms
• Research and implement a broad range of AI/ML algorithms
• Design data/knowledge representation methods
• Recognize software architecture, data modelling, data structures
• Transform data science prototypes into scalable solutions
• Verify data/model output quality
• Identify data distribution differences affecting performance

Skills

Five years ML experience

Programming languages

Education

Master's or Ph.D. in AI/Math/CS/Data Science

Tools

PyTorch

TensorFlow

Job description

• Annapolis Junction, MD

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 technicallystrongandgrowth-orientedcompany 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% RothorTraditional 401kwith Immediate Vesting and Deposit
• Spot Bonusesfor Assisting with Business Development and Company Growth
• Professional Development Bonusesfor Certificates and Degrees

Health Benefits

• Company subsidizedMedicalCoverage
• 100%Company PaidVisionandDentalCoverage
• 100%Company PaidLong Term Disability,Short Term Disability, andGroup Life Insurance
• MonthlyWellness Reimbursement

Happiness Benefits

• Paid Time OffwithFlexible WorkSchedules andBirthday Off
• Amazon Prime MembershipandMonthlyInternetReimbursement
• TechnologyandProductivity Allowancefor Equipment and Supplies
• Morale BuildingandCompany Eventsto Celebrate our Successes and Build our Community
• Onboarding and AnnualSwag
• Company Paid Professional DevelopmentandTraining

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.