Unity

Machine Learning Engineer

Warsaw, Masovian Voivodeship, Poland

Not SpecifiedCompensation
Junior (1 to 2 years)Experience Level
Full TimeJob Type
UnknownVisa
Enterprise SoftwareIndustries

Position Overview

  • Location Type: Remote
  • Employment Type: Full-time
  • Job Title: Data Scientist - Machine Learning Engineer

As a Data Scientist - Machine Learning Engineer at Unit4, you will help design, develop, and deploy machine learning models that drive innovation and efficiency in our software solutions. You will work closely with data engineers, software developers, and product managers to ensure our models are scalable, robust, ethically designed, and aligned with business goals.

Company Information

We are in Business for People, empowering people in service organizations with innovative Enterprise and Business software solutions. We’ve innovated and taken a new approach to delivering ERP that works for people. Self-driving, adaptive and intuitive software that is changing the way people work. Our solutions empower people and deliver a better people experience so people can spend time on meaningful high value work they live for. Read more on our website about how we transform work and how people feel about it, so our customers and their people can thrive.

Requirements

  • Education:
    • Bachelor’s degree in Computer Science, Mathematics, Physics or a related field.
    • Master’s degree in Data Science, AI, or a related field (Desirable).
  • Technical Skills:
    • Strong understanding and experience in machine learning and MLOps.
    • Strong proficiency in Python and experience with ML frameworks.
    • Experience with Azure, ML lifecycle management tools (Azure Machine Learning Studio, MLflow, Databricks, etc.), and containerization tools (Kubernetes, Docker).
  • Experience:
    • Experience working with big data technologies is a plus.
    • Experience in data quality and compliance is a plus.
  • Soft Skills:
    • Strong problem-solving skills and attention to detail.
    • Excellent communication and collaboration skills.
    • Ability to work in an agile and fast-paced development environment.

Responsibilities

  • Collaborate with cross-functional teams, including software engineers and product managers, to support the design and integration of responsible ML solutions into company products.
  • Design, develop, deploy, and maintain machine learning models to solve diverse business challenges.
  • Implement ML workflows using MLOps best practices for continuous integration and deployment.
  • Ensure reproducibility, performance, reliability, scalability, and security of ML models in production.
  • Implement responsible AI principles to ensure fairness, accountability, and transparency in AI solutions.
  • Stay up-to-date with the latest trends and advancements in machine learning and MLOps.

Additional Information

Join Unit4 and be part of one of the most exciting journeys in the cloud ERP software space. We’re a fast-paced, high-growth, people-centric company, delivering enterprise software for a great people experience, and offering our own people a host of benefits and development opportunities.

Benefits:

  • A culture built on trust - giving you the freedom and autonomy to be successful.
  • Balance - with our uncapped time off policy, remote working opportunities and Global Wellbeing Days.
  • Grow with us at Unit4, offering various development opportunities.

Skills

Machine Learning
MLOps
Python
ML frameworks
Azure
Azure Machine Learning Studio
MLflow
Databricks
Kubernetes
Docker
Big Data Technologies
Data Quality
Compliance
Problem-Solving
Communication
Collaboration
Agile Development

Unity

Real-time platform for interactive content

About Unity

Unity Technologies provides a platform for creating 2D, 3D, virtual reality (VR), and augmented reality (AR) content. Its main product is a real-time development platform that allows users to build and deploy interactive content across various devices, including mobile phones, PCs, and gaming consoles. Unity operates on a subscription model, offering different plans to cater to the needs of hobbyists, professional developers, and large enterprises, including free options for smaller developers. The company stands out from competitors by serving a wide range of industries, such as gaming, film, automotive, architecture, engineering, and construction, making it a versatile tool for many applications. Unity's goal is to empower creators by providing them with the tools and support needed to bring their ideas to life.

San Francisco, CaliforniaHeadquarters
2009Year Founded
$869.1MTotal Funding
IPOCompany Stage
Enterprise Software, Entertainment, GamingIndustries
5,001-10,000Employees

Benefits

Comprehensive health, life, and disability insurances
Commuting subsidy
Employee stock ownership
Comprehensive retirement/pension plans
Generous vacation and personal days
Paid leave for new parents
Wellness and fitness subsidy
Office food and free snacks, including lots of healthy options!
Mental health and Wellbeing programs and support
Employee Resource Groups
Global Employee Assistance Program
Training and development programs
Volunteering and donation matching program

Risks

Increased competition from Unreal Engine with advanced graphics and free source code.
Open-source platforms like Godot offer free alternatives to Unity's subscription model.
Recent pricing changes may lead to backlash from small developers.

Differentiation

Unity offers a comprehensive platform for 2D, 3D, VR, and AR content.
Unity's subscription model caters to both small developers and large enterprises.
Unity's real-time development platform supports cross-platform deployment on mobile, PC, and consoles.

Upsides

Unity's acquisition of SyncSketch enhances remote collaboration capabilities.
Unity's Indie Game Developer Accelerator Program supports the growing indie game market.
Unity's tools are widely used in expanding AR and VR markets.

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