United Talent Agency

Data Scientist

United Talent Agency

full-time

Posted on:

Location Type: Remote

Location: Spain

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Tech Stack

AirflowApacheHadoopNoSQLPythonSparkSQLTensorflow

About the role

  • Take full leadership of a project, being able to start it from scratch and bring it to production synchronizing with other Data and Software Engineers.
  • Ability to deal with stakeholders (less technical) collecting requirements, and thinking in advance to future needs.
  • Work on the Worker Quality Score model of our users and clients, using different types of data sources.
  • Work on Candidate Quality prediction for new candidates aiming for specific job positions.
  • Improve the Learning-to-Rank model for the Matching Algorithm.
  • Work on the scheduler optimization algorithm using Linear Programming.
  • Work on a forecasting model to predict upcoming demand of vacancies and notify other departments.

Requirements

  • Technical degree in Engineering or Quantitative field, a Ph.D. is a plus.
  • Preferred a mix of experience in both startup and big enterprise environments.
  • Strong theoretical and applied knowledge in Statistics (hypothesis testing, supervised and unsupervised models, etc.).
  • Strong programming skills with Python and SQL.
  • Any other language is a plus.
  • Experience with NoSQL databases.
  • Strong experience in advanced Data Analysis, data retrieval, cleansing, investigations, etc.
  • Experience in code collaboration (PR/code review, good practices), CI/CD, monitoring and logging services, and solutions.
  • Experience in at least 2 of these topics (ordered by importance): Classification and Regression problems, Information Retrieval, Operations Research, in particular with Linear and/or Constraint Programming, Computer Vision (mainly document detection and recognition), Natural Language Processing.
  • A plus, experience with Spark, Apache Hadoop, Airflow.
  • A plus, experience with ML libraries such as XGBoost, TensorFlow, Or-Tools.
  • Fluent in English is a must, able to communicate effectively with different levels of management, as well as the business and technical communities.
  • A valid work permit to be employed in Spain.
Benefits
  • A complete benefits program that includes flexible remuneration through expenses for restaurants, transport, childcare, and health insurance.
  • A yearly budget for Conferences/meetup/self-learning.
  • Possibility of working remotely.
  • Working in an international and multidisciplinary team.
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
PythonSQLStatisticsData AnalysisLinear ProgrammingClassificationRegressionInformation RetrievalNatural Language ProcessingComputer Vision
Soft Skills
leadershipstakeholder managementcommunicationcollaborationproblem-solving