Hi, we are Avenga Ukraine! We are a global team of experts. Our goal is to set tomorrow’s wide industry benchmarks today. We consult, design, engineer and deliver real-world reliable solutions with fast results. We know how to work smoothly and have a lot of fun together.
17 січня 2022

Data Science Engineer (вакансія неактивна)

Київ, Харків, Львів, Вінниця, Івано-Франківськ, Луцьк, Полтава, Хмельницький, Черкаси, віддалено

Vacancy level: Middle

Customer: UK

Technology stack: Python, pandas, sklearn, xgboost, PyTorch, AWS SageMaker.

Project description:

We’re growing steadily, and are looking for a Data Science Engineer to work full-time with our client, a leading global financial consulting company, one of the largest asset managers in the UK. The expert we are looking for will be responsible for building AI competence inside of an investment company, coming up with novel ideas where ML can be used for the company.

The project also aims at leading a team of external Data Scientists, building POC solutions for an investment company and representing the client’s Center of Innovations. One of such solutions is building a system that can accurately convert speech to text during the meeting, identify speakers, provide text summarization and action points after the meeting. The other activities in the pipeline involve developing various machine learning tasks on investment data. In particular, predicting the next best conversation with customers, providing investment nudges to customers, detecting outliers in investment data.

What you bring along:

  • 3+ years of experience building and implementing ML/DL models in the industry;
  • Experience with advanced modeling techniques, such as time series analysis, classifiers, natural language processing, computer vision, deep learning;
  • Proficiency in Python, PyTorch/TensorFlow, and SQL for large-scale data analysis and modeling;
  • Knowledge of DS/ML/DL disciplines and algorithms;
  • Proficiency with statistical analysis methods and tools;
  • Experience with cloud technologies (AWS, Azure, or GCP);
  • Ability to utilize data to identify problems and translate to provide solutions;
  • Extensive experience in the full cycle of data science project development;
  • English — Upper-Intermediate or higher.

Nice to have:

  • Degree in data science, statistics, or a related quantitative discipline, Ph.D./MS degree;
  • Self-motivated, results-oriented, enthusiastic, and creative thinker;
  • Strong data visualization and communications skills to articulate complex concepts, simply to a broad audience (users, technical and functional teams, and senior management);
  • Strong analytical and problem-solving skills;
  • Understanding of process areas (leadership/supervision, process, maintenance);
  • Experience with large data sets and distributed computing.

This is your mission:

  • Research and build modern ML/DL solutions to complex business problems;
  • Write production code in Python;
  • Prepare data insights in narrative or visual forms, e.g., dashboards for stakeholder review or decision making, etc.;
  • Innovate rapidly to build proofs of concept that can take an idea and prove that it will work in production;
  • Mentor junior team members;
  • Keep the team up to date with innovations in data science and relevant technology.

Your benefits:

  • Flexible work Schedule and Remote policy;
  • New office with areas for recreation, well-staffed kitchen facilities, shower, covered bike parking;
  • Compensation of medical service;
  • Sport compensation: gym-membership reimbursement, small gym on-site;
  • Language school;
  • Compensation of training: our employees can participate in the training given by external and internal experts;