About us: Accuris, a company long-known for accelerating innovation in engineering workflows and supporting the vibrancy of the engineering community, launched in May 2023 as a standalone company. Accuris was formerly known as S&P Global's Engineering Solutions division. The Company is valued for its standards content and workflow solutions like Engineering Workbench, Goldfire, Haystack and Parts Management Solutions.
Under its previous owners, including S&P Global, IHS and IHS Markit, Accuris has been an integral part of the engineering ecosystem for more than 60 years.
The Role: Software Engineer / Backend Python & Go
Project & Team :
Join o ur R&D team in developing the Core Intelligence platform , an integral part of Accuris produc ts - Engineering Workbench, Goldfire and Parts Intelligence . Our mission is to drive digital transformation in engineering organizations by unlocking valuable insights from the unstructured content of corporate repositories and industry sources, seamlessly integrating them into daily engineering workflows . Our solutions serve over 7,500 + companies, empowering engineers and knowledge workers with cutting-edge tools and industry content from 450+ Standards Development Organizations . The project focuses on creating intelligent mechanisms for the extraction, decomposition, analysis, and retrieval of relevant engineering data, utilizing advanced Machine Learning and Deep Learning models within a scalable and optimized cloud infrastructure.
The Impact:
This role is critical for developing new features and maintaining existing API services and pipelines for unstructured data processing and search in high-load scenarios . You will focus on optimizing performance and cost-efficiency in a cloud-based infrastructure, specifically AWS, with Kubernetes orchestration. Your work will involve leveraging GPUs for deep learning models, optimizing both the serving and inference stages, and ensuring the seamless integration of data scientists' models into production. This solution is a core component of data processing pipelines across multiple products of our organization.
What W e O ffer :
- Engaging and innovative tasks with a dedicated team focused on developing proprietary solutions utilizing advanced state-of-the-art Machine Learning models and data-driven algorithms.
- Close collaboration with experienced software developers, data scientists, data analysts, and researchers.
- Comprehensive support for personal growth and career development at the corporate level.
- A fully remote work environment.
- Provision of all necessary equipment.
Role & Responsibilities:
- Develop and maintain core backend components of data processing pipelines, focusing on performance and efficiency, using Python and Go.
- Design, implement, and optimize APIs that promote data contracts and seamless collaboration with other teams.
- Design and implement new algorithms and data structures that improve the time and memory efficiency of data processing workflows. Continuously analyze performance metrics, identify bottlenecks, and apply innovative solutions to enhance the overall efficiency and scalability of the system.
- Optimize the use of GPUs for model serving, ensuring cost-effective scaling and high performance in production environments.
- Oversee the deployment and scaling of services in AWS, leveraging Kubernetes for autoscaling and scaling to zero.
- Collaborate with data scientists to productionize deep learning models, focusing on inference performance and model integration.
- Maintain comprehensive documentation, actively collaborate with other development teams, and contribute to the continuous improvement of DevOps practices.
Job Requirements :
Nice-to-Have:
Experience in integrating and optimizing machine learning models, particularly in using GPUs for deep learning models in production.
About Company Statement:
Accuris delivers essential intelligence that powers decision making. We provide the world's leading organizations with the right data, connected technologies and expertise they need to move ahead. We think differently, combining the knowledge and resources of an established company with the unapologetic boldness of a startup. ( https://accuristech.com/ )
Our mission: build an evolvable knowledge and data platform that enables STEM professionals to unlock and deliver innovation to the world's most complex problems.
Accuris provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.
This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training.
