Software Engineer - Machine Learning / Optimization

machine learning
Full Time
Depends on Experience
Work from home not available Travel not required

Job Description

Description

Harmonia Holdings Group, LLC has been on the Inc. 5000 list of fastest growing companies in the United States for the past 10 years and was selected in 2019 as a Virginia Chamber of Commerce Fantastic 50 company. Every bit of our success is the result of a team of incredibly talented, dedicated, and hard-working professionals who are the heart and soul of Harmonia!


We have an exciting opportunity for a Software Engineer to join our team in Blacksburg, VA / Charlottesville, VA. Harmonia is seeking software engineers with a strong background in optimization problems and machine learning, who are excited about software design, development and research to join our applied machine learning group.


To perform this job successfully, an individual must possess the knowledge, skills, and abilities listed; meet the education and work experience required; and must be able to perform each essential duty and responsibility satisfactorily. Other duties, in addition to the below, may be assigned as necessary to meet business needs.


Essential Job Functions:


Participate in research, design, and software implementation of solutions for optimization and machine learning problems.

Identify knowledge of state of the art optimization and machine learning algorithms, open source implementations, commercial technologies, and cloud machine learning products that are well suited for customer problems.

Develop software implementations of new optimization/machine learning algorithms from research papers explaining the mathematics and/or algorithms of a new approach.

Participate in software product design and planning.

Maintain high levels of knowledge, skill, and competencies in software development for an extensive range of project types.

Translate design requirements and specifications into successful implementations.

Work in a team environment and share knowledge.

Proactively enforce standards and best practices.

Requirements

Minimum Required Qualifications:


Mid Level: 3+ years; Senior Level: 5+ years of prior professional experience implementing optimization and/or machine learning algorithms as a software engineer/developer using Java.

Experience implementing Artificial Intelligence/Machine Learning techniques and algorithms such as Optimization Algorithms, Case-based Reasoning, Assignment/Allocation Algorithms, Genetic Algorithms, Operations Research

Experience using a major machine learning or optimization packageExperience in one or more of: Java, Python, R

Experience in the following a plus: Microservices, Web Services, OpenShift, Docker.Working knowledge of software development processes.

Experience working in an Agile software development environment.

Work well in a team environment with minimal supervision.4-year college degree in Applied Mathematics, Statistics, Computer Science, Operations Research, or related field. Masters or Ph.D. preferred.

College courses in machine learning, statistics, and linear algebra required; optimization desirable

Experience working on research projects is preferred.

Prior DoD or Navy project experience a plus.

Active DoD Secret level clearance a plus.


Senior Level:

Experience implementing a solution using optimization or machine learning methods for a complex, real world problem.

Experience in translating new optimization/machine learning algorithms from research papers into working software.

Strong programming skills with a good understanding of project cycles, software development environments, and source control techniques.

Ability to identify, prioritize and execute tasks to meet critical project deadlines. Experience bringing a software product from development to market.

Ability to mentor junior engineers.


We offer competitive compensation and a dynamic, productive work environment. Benefits include employer-paid medical, dental, vision, and life insurance options; gym/wellness reimbursement; 401(k) matching; 501(c)(3) donation matching; paid holidays; generous paid time off; training reimbursement; and an Employee Assistance Program.


Harmonia is an Equal Opportunity Employer providing equal employment opportunity to all employees and applicants for employment without regard to race, color, religion, national origin, age, gender, gender identity, sexual orientation, disability, or genetics. Harmonia does and will take affirmative action to employ and advance in employment individuals with disabilities and protected veterans.


Reasonable accommodation will be made to enable an applicant with a disability to successfully apply for and/or perform the essential duties of the job. If you would like to request a reasonable accommodation, please contact HR@harmonia.com.

Posted By

Vandana Pawar

2020 Kraft Dr. Suite 2400 Blacksburg, VA, 24060

Contact
Dice Id : RTL189468
Position Id : 6292493
Originally Posted : 1 month ago
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