AI / ML Engineer – Senior Consultant
AI Engineering Group is part of Data Science & AI Competency Center and is focusing technical and engineering aspects of DS / ML / AI solutions. We are looking for experienced AI / ML Engineers to join our team to help us bring AI / ML solutions into production, automate processes, and define reusable best practices and accelerators.
Duties description :
The person we are looking for will become part of DataScience and AI Competency Center working in AI Engineering team. The key duties are :
- Building high-performing, scalable, enterprise-grade ML / AI applications in cloud environment
- Working with Data Science, Data Engineering and Cloud teams to implement Machine Learning models into production
- Practical and innovative implementations of ML / AI automation, for scale and efficiency
- Design, delivery and management of industrialized processing pipelines
- Defining and implementing best practices in ML models life cycle and ML operations
- Implementing AI / MLOps frameworks and supporting Data Science teams in best practices
- Gathering and applying knowledge on modern techniques, tools and frameworks in the area of ML Architecture and Operations
- Gathering technical requirements & estimating planned work
- Presenting solutions, concepts and results to internal and external clients
- Being Technical Leader on ML projects, defining task, guidelines and evaluating results
- Creating technical documentation
- Supporting and growing junior engineers
Must have skills :
Good understanding of ML / AI concepts : types of algorithms, machine learning frameworks, model efficiency metrics, model life-cycle, AI architecturesGood understanding of Cloud concepts and architectures as well as working knowledge with selected cloud services, preferably GCPExperience in programming ML algorithms and data processing pipelines using PythonAt least 6-8 years of experience in production ready code developmentExperience in designing and implementing data pipelinesPractical experience with implementing ML solutions on GCP Vertex.AI and / or DatabricksGood communication skillsAbility to work in team and support othersTaking responsibility for tasks and deliverablesGreat problem-solving skills and critical thinkingFluency in written and spoken English.Nice to have skills & knowledge :
Practical experience with other programming languages : PySpark, Scala, R, JavaPractical experience with tools like AirFlow, ADF or KubeflowGood understanding of CI / CD and DevOps concepts, and experience in working with selected tools (preferably GitHub Actions, GitLab or Azure DevOps)Experience in applying and / or defining software engineering best practicesExperience productization ML solutions using technologies like Docker / KubernetesWe Offer :
Stable employment. On the market since 2008, 1300+ talents currently on board in 7 global sites.
100% remote.
Flexibility regarding working hours.
Full-time position
Comprehensive online onboarding program with a “Buddy” from day 1.
Cooperation with top-tier engineers and experts.
Internal Gallup Certified Strengths Coach to support your growth.
Unlimited access to the Udemy learning platform from day 1.
Certificate training programs. Lingarians earn 500+ technology certificates yearly.
Upskilling support. Capability development programs, Competency Centers, knowledge sharing sessions, community webinars, 110+ training opportunities yearly.
Grow as we grow as a company. 76% of our managers are internal promotions.
A diverse, inclusive, and values-driven community.
Autonomy to choose the way you work. We trust your ideas.
Create our community together. Refer your friends to receive bonuses.
Activities to support your well-being and health.
Plenty of opportunities to donate to charities and support the environment.
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