Data Scientist

INNIO Group
16 days ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English

Job location

Tech stack

Java
JavaScript
API
Cloud Computing
Software Quality
Code Review
Databases
Python
Linear Programming
Machine Learning
NoSQL
TensorFlow
Software Engineering
Web Services
PyTorch
Flask
Deep Learning
FastAPI
Scikit Learn
Kubernetes
Information Technology
GraphQL
Machine Learning Operations
Docker
Programming Languages

Job description

What INNIO offers you:

  • An innovative and international working environment
  • Flexible working time model (depending on position and role)
  • Health We Care program - including company sports activities
  • Moving cost support for new employees in accordance with policy
  • Good connections to public transport - station in direct proximity
  • Transportation cost support in accordance with policy
  • One of the best canteens in the area with healthy and various meals
  • Attractive location in the heart of the Alps with various outdoor sports and leisure possibilities

Your Responsibilities:

  • Work in the Data Science Team of the INNIO Digital organization on challenging data science and software development tasks in close collaboration with cross-functional teams (e.g., Research Partners, Controls Engineering, Service, Thermodynamics, Simulations)
  • Implement complex algorithms and analytics from idea generation through development to product release
  • Apply advanced machine and deep learning methods to large time-series data sets from multiple sources
  • Develop and deploy Python applications on INNIO's cloud-based IoT platform
  • Conduct code reviews and ensure compliance with code quality and technical guidelines
  • Use modern software design processes and tools for concept, design, and testing of software for current and new products
  • Collaborate with software product managers to implement and release features that meet stakeholder needs

Requirements

  • Bachelor's or Master's degree (or equivalent) in Computer Science, Mathematics, or a related field
  • Proven track record in machine learning model design, development, and validation (Python, PyTorch, TensorFlow, SciKit)
  • Strong background in implementing Python applications and web services (Dash, Flask, FastAPI)
  • Solid expertise with databases (relational and/or NoSQL)
  • Experience in consuming REST and GraphQL APIs
  • Ideally, familiarity with large time-series data sets, Prefect pipelines and/or MLOps (MLflow), linear programming/optimization (MILP, CBC, Pyomo), cloud-based microservice architectures (Kubernetes, Docker), and additional programming languages (Java, JavaScript)
  • A valid work permit for Austria is a prerequisite for this position (Non-EU citizens: please attach the work permit to the application)
  • This role requires 50% presence at the headquarters in Jenbach, Austria

Benefits & conditions

At INNIO, we offer an attractive compensation package that is above the collective agreement for the metal industry. Your qualifications and experience will be considered in an open dialogue during the recruiting process to ensure a market-competitive compensation package.

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