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Lead AI/ML Developer

Location:  Warszawa
Other locations:  Anywhere in Country
Salary: Competitive
Date:  19-Nov-2022

Job description

Requisition ID:  135734

EY is a global leader in assurance, tax, transaction, and advisory services. Technology is at the heart of what we do and deliver at EY. Technology solutions are integrated in the client services we deliver and are key to our innovation as an organization.

Fueled by strategic investment in technology and innovation, Client Technology seeks to drive growth opportunities and solve complex business problems for our clients through building a robust platform for business and powerful product engine that are vital to innovation at scale. As part of Client Technology, you’ll work with technologists and business experts, blending EY’s deep industry knowledge and innovative ideas with our platforms, capabilities, and technical expertise. As a catalyst for change and growth, you’ll be at the forefront of integrating emerging technologies from AI/ML into every corner of what we do at EY SAP domain. That means more growth for you, exciting learning opportunities, career choices, and the chance to make a real impact.

The opportunity

The selected candidate will: 

 

  • Work in an innovative culture workspace
  • Research and attain in-depth knowledge of emerging technologies
  • Drive interesting PoC or MVP

 

Your key responsibilities

  • Lead AI application development, translating business ideas and technology requirements into concrete IT plans, software architectures and code
  • Monitor technology trends and perform R&D activities in AI\ML area
  • Develop, validate and deploy AI models
  • Analyze the ML algorithms that could be used to solve a given problem and ranking them by their success probability
  • Share the knowledge on the best ML Engineering practices with the team
  • Define validation strategies for ML solutions

Skills and attributes for success

  • 3+ experience in designing, developing and deploying ML solutions
  • 4+ years experience in Python programming
  • Experience with Cloud Computing  (Azure, AWS, Dockers, Kubernetes etc)
  • Experienced in Deep Learning (Tensorflow/pyTorch sklearn, xgboost)
  • Hands-on experience with application integration via REST API
  • Knowledge of database techniques like SQL, NoSQL databases
  • Strong in Engineering mathematics methods: advanced linear algebra, probability, and statistics
  • Master degree in computer science, engineering, statistics/mathematics or a related field
  • Good command of English

Ideally, you’ll also have

  • Expertise in Big Data, Data Modeling
  • Experience in MLOps.
  • Experience working with SAP platforms SAP AI Core, SAP Data Intelligence, Embedded Analytics in S4/HANA or SAP Analytics Cloud
  • Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
  • Verifying data quality, and/or ensuring it via data cleaning
  • Supervising the data acquisition process if more data is needed
  • Finding available datasets online that could be used for training
  • Defining the pre-processing or feature engineering to be done on a given dataset
  • Defining data augmentation pipelines
  • Training models and tuning their hyperparameters

Apply now »