Software Engineer (ML)

Company: Parenthetic
Location: Arlington
Posted on: February 25, 2021

Job Description:

We are seeking a talented software engineer to join our newly formed engineering team. An ideal candidate will have experience transitioning data science research into production-grade distributed systems. You will be responsible for developing the building blocks of our machine learning pipeline, implementing inference APIs, and building tools to support data science tasks. As this is a new team, we are looking for candidates who are willing to help grow the organization by taking on a range of responsibilities across the technical spectrum and are interested in learning new skills.The position may require occasional on-site work in Northern Virginia for team and client meetings.Responsibilities* Build and deploy systems for serving machine learning models, training new models, and monitoring performance.* Develop tools and APIs for a scalable, distributed data processing pipeline.* Design and implement data access patterns for internal use by data scientists.* Provide input into architectural decision making, system roadmaps, and development milestones.* Institute MLOps principles in our software development practices and platform development.* Participate in the full software lifecycle, including maintaining and operating deployed software.Work Experience And SkillsRequirements* BS or Master's degree in computer science or a related field.* 3+ years of experience in the software engineering field (this is flexible depending on academic work).* Proficiency with Python development and working knowledge of at least one other language (Golang is a plus).* General understanding of data science tools and workflows and how to support them.* Experience with most of the following technologies/services Docker, Kubernetes, gRPC, GCP, Prometheus, Kafka, Ray, Terraform, and common SQL/NoSQL databases.* Ability to write structured and documented code that is tested and maintainable.* Demonstrate organized thinking, with the ability to translate internal and external customer needs into development targets.* Aptitude for learning quickly and a willingness to take on a wide range of responsibilities.Preferred Qualifications* Experience developing software in Golang (especially microservice frameworks like Gin and/or CLI tools).* Proficiency developing CI/CD pipelines.* Ability to create dashboards and prototype webapps for demonstration purposes or limited internal use cases.* Prior work in the marketing/communications and/or defense sectors.* Ability to obtain and/or maintain a US government security clearance.BenefitsParenthetic is headquartered in Alexandria, VA and offers competitive salary, generous and flexible paid time-off policy, comprehensive medical, dental, and vision benefits, and a retirement plan with company match.Parenthetic is a small strategic consultancy, helping clients advance the way they influence attitudes and behaviors. We take a multidisciplinary approach to communication analysis, identifying and understanding the dynamic factors that will impact success. We then apply that knowledge to assist our clients in making smarter communication decisions designed to influence attitudes and behaviors. Leveraging methods developed in the commercial industry and refined for use by the USG, Parenthetic works at every stage of the communication development cycle, providing services in strategy and design; audience, competitor and communication landscape analysis; message content creation and assessment; and quantifying campaign effects.Parenthetic is committed to hiring and retaining a diverse workforce. We are an Equal Opportunity/Affirmative Action Employer, making decisions without regard to race, color, religion, age, national origin, ethnicity, gender, gender identity, gender expression, sexual orientation, marital status, veteran status, disability, or any other group protected by federal, state, or local law.Job Type Full-time

Keywords: Parenthetic, Arlington , Software Engineer (ML), IT / Software / Systems , Arlington, Virginia