Jumio - Data Engineer II - Python/SQL
2 months ago
Role Purpose :
The Data Engineer II will play a crucial role in enhancing Jumio's data infrastructure and analytics capabilities. This role is vital for building and maintaining data transformation pipelines, monitoring data distribution shifts, managing dataset versions, and analyzing system performance. Your contributions will support the continuous improvement of Jumio's machine learning models, ensuring they operate with high accuracy and efficiency in various production environments.
Role Value :
As a Data Engineer II at Jumio, you will be instrumental in advancing our data engineering processes and infrastructure. Your expertise in building data pipelines, managing datasets, and analyzing system performance will directly impact the efficiency and reliability of our machine learning models. By automating data transformation processes and monitoring data distribution shifts, you will help ensure that our models are updated frequently and operate effectively in production. Your skills in Python, SQL, and cloud environments will enable you to tackle complex data challenges and provide valuable insights into system behavior. Your work will support Jumio's mission to deliver top-tier identity verification solutions, contributing to our leadership in the online identity verification, eKYC, and AML solutions market.
Example Responsibilities :
- Building data transformation pipelines with humans in the loop : in order to increase the frequency of our ML models updates, you will be in charge of automating and expanding a semi-manual datasets generation pipeline, including tagging jobs preparation, scheduling and post-processing.
- Data distribution shift monitoring : you will design a system capable of detecting changes in our data distribution, as well as the apparition of unknown data types by monitoring the behavior of our ML models in production
- Dataset growth strategy : you will use your developed expertise of our business data and system monitoring tooling to help identify valuable zones of expansion of our automated solution
- Datasets versioning management : you will be in charge of managing and documenting datasets versions of an ecosystem of highly dependent and changing datasets
- Data volatility management : you will help develop solutions to stabilize our datasets in an environment where data retention is time-limited
- System performance analysis : you will support your team and the organization in answering questions related to the behavior of our automated system on particular transactions and data buckets by diving into the data and our models. You will use your advanced Python skills to produce targeted performance metrics that will lead you from a metric to problematic examples
Experience and Qualifications :
- Building data pipelines in dynamic and changing environments
- Wrangling data with Python (pandas, numpy) and SQL
- Performing data analysis and data deep dives using Jupyter notebooks (or other notebook tools)
- Experience and/or interest in Machine Learning and Data Science
- Proficiently leveraging cloud environments
Great to have Experience and Qualifications :
- Familiarity with privacy by design
- Serverless data engineering
- Java, Apache Spark / Flink
- Jumio Values
IDEAL : Integrity, Diversity, Empowerment, Accountability, Leading Innovation
@Work :
Our newest office, Jumio is in Prestige Tech Park III and growing fast. A hub of technical excellence with Machine Learning enablement at its core the engineers and team are committed to learning and innovation. They set the bar high.
(ref:hirist.tech)
-
Data Engineer II
3 weeks ago
Anywhere in India/Multiple Locations Jumio Full timeJob Role Summary As a Data Engineer II at Jumio, you will be instrumental in advancing our data engineering processes and infrastructure. Your expertise in building data pipelines, managing datasets, and analyzing system performance will directly impact the efficiency and reliability of our machine learning models. By automating data transformation processes...
-
Senior Data Infrastructure Specialist
4 weeks ago
Anywhere in India/Multiple Locations Jumio Full timeData Engineering Challenges at JumioWe're seeking a highly skilled Data Engineer II to join our team at Jumio, where you'll play a vital role in enhancing our data infrastructure and analytics capabilities. As a Data Engineer II, you'll be responsible for building and maintaining data transformation pipelines, monitoring data distribution shifts, managing...
-
Machine Learning Team Lead
4 weeks ago
Anywhere in India/Multiple Locations Jumio Full timeRole Purpose:As a Machine Learning Manager at Jumio, you will lead teams of talented Machine Learning Engineers. As a servant leader, you will ensure your teams are thriving in terms of impact and collective growth. You will report to the Vice President of Engineering and be part of the leadership group setting the standard of excellence for machine learning...
-
Software Development Engineer III
4 weeks ago
Anywhere in India/Multiple Locations Jumio Full timeJob Role:At Jumio, you will have the opportunity to work for a leading provider of online identity verification, eKYC and AML solutions. As a Software Development Engineer III, you will be part of a small multi-disciplinary research team that provides software for production. You will be responsible for maintaining and improving C++ production software, as...
-
Anywhere in India/Multiple Locations Jumio Full timeJob SummaryWe are seeking a highly skilled Machine Learning Engineer to join our Biometric Verification team at Jumio. As a key member of our team, you will play a critical role in advancing our state-of-the-art solutions for liveness detection.Key Responsibilities Design and implement machine learning, deep learning, and classical computer vision algorithms...
-
Machine Learning Engineer III
3 weeks ago
Anywhere in India/Multiple Locations Jumio Full timeRole Purpose: Jumio seeks a seasoned Machine Learning Engineer III to lead the development and enhancement of state-of-the-art biometric verification solutions.This role is critical in ensuring the highest standards of security and user verification through the application of advanced machine learning and deep learning techniques, contributing to Jumio's...
-
Software Development Engineer
3 weeks ago
Anywhere in India/Multiple Locations Jumio Full timeRole Purpose : We are seeking a talented Software Development Engineer to join our team at Jumio. As a key member of our engineering team, you will be responsible for developing and maintaining our back-end software systems. Key Responsibilities : Develop and test software applications using Java, Spring, and other relevant technologies. Collaborate with...
-
Software Development Engineer III
4 weeks ago
Anywhere in India/Multiple Locations Jumio Full timeRole Overview : As a Software Development Engineer III at Jumio, you will play a vital role in developing cutting-edge back-end software that enhances the company's market-leading identity verification platform. Your expertise in Java and Spring will be key in delivering high-performance, robust, and scalable web services that improve the accuracy and...
-
Jumio - Manager - Machine Learning
2 months ago
Anywhere in India/Multiple Locations Jumio.com Full timeRole Purpose : As a Machine Learning Manager, you are leading teams of talented Machine Learning Engineers. As a servant leader, you ensure your teams are thriving not only in terms of impact but also in terms of collective and individual growth. Reporting to the Vice President of Engineering, with your peers, you are part of the leadership group setting...
-
Product Lead for Extraction
4 weeks ago
Anywhere in India/Multiple Locations Jumio Full timeRole Overview: At Jumio, you will be part of a global identity verification leader that is making the digital world a safer place. As a Product Owner for Extraction, you will work closely with machine learning teams to develop innovative solutions. Your key responsibilities include:Main Responsibilities:Understanding business needs and translating them into...
-
Product Strategist
3 weeks ago
Anywhere in India/Multiple Locations Jumio Full timeRole Purpose : We are seeking a skilled Product Owner to join our team at Jumio, a leading identity verification company. As a Product Owner, you will play a critical role in guiding the development of our software solutions and ensuring they meet the needs of our customers.Key Responsibilities :Collaborate closely with machine learning teams to develop Face...
-
Software Development Engineer
4 weeks ago
Anywhere in India/Multiple Locations Jumio Full timeRole Purpose :At Jumio, you will work for one of the market leaders in the global identity verification space that is helping to make the digital world a safer place for everyone. As a Software Developer, you will develop high-performance back-end software that will delight our customers and help expand the state of the art in this exciting domain.Role Value...
-
Anywhere in India/Multiple Locations Jumio.com Full timeRole Purpose : The Machine Learning Engineer III will play a critical role in advancing Jumio's Biometric Verification team's mission to develop and enhance state-of-the-art solutions for liveness detection. This role is essential for ensuring the highest standards of security and user verification through the application of advanced machine...
-
Jumio - Product Owner
2 months ago
Anywhere in India/Multiple Locations Jumio.com Full timeRole Purpose : At Jumio, you will work for one of the market leaders in the global identity verification space that is helping to make the digital world a safer place for everyone. As a Software Engineer, you will develop cool back-end software that will delight our customers and help expand the state of the art in this exciting domain!Role Value : By...
-
Jumio - Technical Writer III
2 months ago
Anywhere in India/Multiple Locations Jumio.com Full timeRole Purpose : The Technical Writer will play a crucial role in enhancing Jumio's documentation and communication capabilities. This role is vital for creating, reviewing, and maintaining high-quality documentation that contributes to the overall success of our products. Your contributions will support the continuous improvement of Jumio's...
-
Technical Documentation Specialist
3 weeks ago
Anywhere in India/Multiple Locations Jumio Full timeKey Responsibilities:As a Technical Writer at Jumio, you will be responsible for creating, reviewing, and maintaining high-quality documentation to enhance our documentation and communication capabilities. Your contributions will directly impact the efficiency and usability of our products.Content Creation: Develop, write, and maintain technical...
-
Jumio - Software Development Engineer III - Java
2 months ago
Anywhere in India/Multiple Locations Jumio.com Full timeRole Purpose : At Jumio, you will work for one of the market leaders in the global identity verification space that is helping to make the digital world a safer place for everyone. As a Software Development Engineer II, you will develop cool back-end software that will delight our customers and help expand the state of the art in this exciting domain!Role...
-
Software Development Expert III
4 weeks ago
Anywhere in India/Multiple Locations Jumio Full timeRole Purpose :At Jumio, you will work with a market leader in the global identity verification space (eKYC) that is helping to make the digital world a safer place. As a Senior Front-end Developer, you will join our Web team and support the development of the next generation of our Web SDK.Key Responsibilities :- Collaborate with a cross-functional team to...
-
Anywhere in India/Multiple Locations Jumio.com Full timeRole Purpose : At Jumio, you will work for one of the market leaders in the global identity verification space that is helping to make the digital world a safer place for everyone. As a Software Engineer, you will develop cool back-end software that will delight our customers and help expand the state of the art in this exciting domain!Role Value : By...
-
Data Engineer
1 month ago
Anywhere in India/Multiple Locations MindBrain Full timeJob Title : Data Engineer. Location : Remote. Experience : 6+ Years. Contract : 6 Months (Extendable). Skills Required : - Python : Extensive experience in Python for advanced data manipulation, automation, and scripting. - SQL : Expertise in SQL for complex querying, database management, and performance optimization. - Databricks : Proficient in using...