Senior MLOps Engineer
Senior MLOps Engineer
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Job Description
Responsible for analyzing and developing complex software programming to resolve a variety of problems driven
by different technologies. The software must be developed and maintained with highquality standards and
minimal defects. What we do is to help our research team to put ML models in production so we work mostly in building Restful applications training pipelines (mostly in AzureML & Databricks) integrating inference codes and providing tools and patterns for enhancing our MLOps lifecycle.
Job Responsibilities (List the major responsibilities/outcomes expected of this role):
Create and maintain a scalable infrastructure to deliver AI/ML processes responding to the user requests
in near real time.
Design and implement the pipelines for training and deployment of ML models.
Conducting requirements analysis and preparing specific proposals.
Write complex code to develop scalable flexible and userfriendly applications across the full stack of
technologies.
Develop secure and highly performant services and APIs.
Use distributed computing to validate and process large volumes of data to deliver insights.
Perform feasibility studies/analysis with a critical point of view.
Support in the maintenance (troubleshoots software and/or application problems) and evolutionary
development.
Maintain technical documentation of computer applications diagrams and manuals.
Working on many different software challenges always ensures a combination of simplicity and
maintainability within the code.
Contribute to architectural designs of large complexity and size potentially involving several distinct
software components.
Working closely with developers testers and a variety of end users (across different cultures) to ensure
technical compatibility and user satisfaction.
To work as a member of a team encouraging team building motivation and cultivating effective team
relations.
Qualifications :
Eessential Ppreferred.
E Bachelors degree in computer engineering or related field.
E Excellent knowledge of data structures algorithms and designing for performance scalability and availability.
E Proficient in programming languages: Python
E Demonstrated experience and knowledge in Distributed systems.
E Demonstrated experience and knowledge in some of the main cloud providers (Azure GCP or AWS)
E Demonstrated experience and knowledge in Linux and Docker containers
E Strong experience in designing and building multithreaded distributed systems.
E Demonstrated experience developing REST API
E Experience with ML/Ops technologies like Azure ML & Databricks
E Ability to design and develop relational databases which include writing efficient and well performing SQL such
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as PostgreSQL.
E Experience in the use of collaborative developing tools such as: Git Confluence Jira etc.
E Experience in CI/CD tools & pipelines: Github Actions Jenkins Docker Kubernetes
E Problem solving capabilities.
E Strong ability to analyze and synthesize. (Good analytical and logical thinking capability)
E Proactive attitude resolutive used to work in a team and manage deadlines.
E Ability to learn quickly.
E Agile methodologies development (SCRUM/KANBAN).
E Minimal work experience of 35 years with evidence (Mid).
P Work experience of 78 years with evidence (Senior).
P Knowledge and experience in using LLM models such as Azure Open AI services ChatGPT etc.
P Experience in the use of Redis Cache
P Experience in the use of Azure Service Bus (or another distributed queues technology)
P Ability to keep fluid communication written and oral. (English both written and spoken)
P Experience managing a large amount of data: databases images etc
Additional Information :
Our Benefits
- Flexible working environment
- Volunteer time off
- LinkedIn Learning
- EmployeeAssistanceProgram (EAP)
About NIQ
NIQ is the worlds leading consumer intelligence company delivering the most complete understanding of consumer buying behavior and revealing new pathways to growth. In 2023 NIQ combined with GfK bringing together the two industry leaders with unparalleled global reach. With a holistic retail read and the most comprehensive consumer insightsdelivered with advanced analytics through stateoftheart platformsNIQ delivers the Full View. NIQ is an Advent International portfolio company with operations in 100 markets covering more than 90% of the worlds population.
For more information visit NIQ.com
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Our commitment to Diversity Equity and Inclusion
NIQ is committed to reflecting the diversity of the clients communities and markets we measure within our own workforce. We exist to count everyone and are on a mission to systematically embed inclusion and diversity into all aspects of our workforce measurement and products. We enthusiastically invite candidates who share that mission to join us. We are proud to be an Equal Opportunity/Affirmative ActionEmployer making decisions without regard to race color religion gender gender identity or expression sexual orientation national origin genetics disability status age marital status protected veteran status or any other protected class. Our global nondiscrimination policy covers these protected classes in every market in which we do business worldwide. Learn more about how we are driving diversity and inclusion in everything we do by visiting the NIQ News Center:
Remote Work :
No
Employment Type :
Fulltime
Employment Type
Full-time
