Deloitte is looking for professional engineers to join our new project: Cortex AI.

Requirements:

Education: Bachelor’s degree (IT/Software Enginnering/Mathematics)

Must have:
- Work experience: 3+ years
- Strong expertise in:
- Machine Learning and Data Science
- Statistics (probability distribution, hypothesis testing)
- Classical ML algorithms (Linear Regression, Decision Trees, SVM, Clustering, etc.)
- MLOps (BentoML, Docker, Kubernetes, KubeFlow, KNative)
- Python (PyTorch or Tensor)
- General programming skills (OOP, OO design, MVC, Design patterns)
- Solid understanding of ML/DS processes (from data preparation to model deployment)
- Proven portfolio of successful projects
- Participation in team projects
- Good verbal and written communication English skills (Upper Intermediate level)
- Experience in data extraction, cleansing, and preparation for ML training and test data sets
- Experience in analysis of structured and unstructured / semi-structured data (e.g. raw text, json, xml)
- Statistical Analysis & Modelling experience
- Good knowledge of Predictive Modelling, Regression and Classification techniques
- Good knowledge of Deep learning tools and techniques
- Understanding and knowledge of Natural Language Processing (NLP) applications
- Any BigData platform knowledge and/or experience (Apache Spark, Hadoop, Hive etc)

Good to have:
- Hackathons/Kaggle experience
- Data Visualisation (e.g. using Python, Tableau, R Shiny)
- Hands on experience developing with relevant Python toolkits
- Experience with:
- C# and .Net
- Go, Scala
- DataRobot, Chatterbox Labs, Google ML, Ludwig
- Working with sensitive data
- Desirable Data Engineering skills
- General knowledge of enterprise data architecture and data modelling
- Relational database modelling including transactional systems and data warehousing
- NoSQL databases e.g. MongoDB, Cassandra, Elasticsearch, Graph databases
- Experience working with Unix command line and shell scripting
- Cloud Architecture or Engineering experience with emphasis on data and analytics services
- Relevant certifications in Microsoft Azure or AWS
- Knowledge of deployment specifics of ML models in CI/CD
- Hands-on experience with microservice architectures and containerisation (e.g. Docker and Kubernetes)
- Experience developing and working with REST APIs

Personal skills:
- Passionate about technology
- Eager learner of new technologies and systems
- Written, verbal and interpersonal communication skills
- Team player attitude

Responsibilities:
- Bring new ideas in software development
- Leverage industry knowledge and stay close to technology developments
- Collaborate with cross-functional teams

We offer:
- Medical Insurance;
- 20 working-days paid vacation and other social benefits;
- Mid-year and annual performance review with a constructive feedback and development plan;
- Continuing education/training;
- Free access to global online educational platforms;

Project:

Cortex AI Platform streamlines the building, management, and deployment of ML models and in a no-code / low-code fashion, empowered by an in-house orchestration of continuously expanding landscape of third-party AutoML engines (DataRobot, Chatterbox Labs, Google ML, Ludwig, etc.) and open source container orchestration framework (Kubeflow).

Project development is expected to last for at least few years, with 30+ engineers involved (Ukrainian side only). You will be able to influence the project key solutions and

SCRUM and SAFe is used as a development process methodology: 2-week sprints and releases once per quarter are expected.

The system is implemented using the following technologies and tools: C#, .Net, Python, Go, React, JavaScript, AWS, and Kubernetes.

About Deloitte

Digital Solutions Lab is an innovative department of Deloitte Ukraine that provides a full cycle of development covering engineering, system architecture, business analytics, project and product management, machine learning and customer support solutions.
We proficient in:
• Cognitive NLP Solutions Development;
• Big Data;
• Machine Learning;
• Mobile Applications Development;
• UI/UX Design and Front-End Development;
• Back-End Development.

Our vision and strategy, developed in collaboration with leadership and member firm partners from around the world, focuses on working together As One across geographic, functional, and business borders to deliver excellence in all of the services provided by the member firms.

Join our team to make an impact that matters!

Company website:
www2.deloitte.com/ua/uk.html

DOU company page:
https://jobs.dou.ua/companies/deloitte/

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