Machine Learning Engineer (f/m/d)

  • InVision AG
  • 04107 Leipzig, Germany
  • 04/07/2022
Full time Machine Learning Artificial Intelligence Statistics Biostatistics

Job Description

Job Description

employment type
full time

Full job description

We develop SaaS products with particular focus on Predictive Analytics and Scheduling and work in interdisciplinary teams consisting of Software Engineers, Mathematicians, Designers, Product and Customer Success Managers. We analyze data from our customers and determine patterns and trends, such as seasonalities. From this, we derive models that enable our customers to determine their staffing requirements as precisely as possible.

What you'll do:

  • Identify proactively customer challenges that can be solved promisingly with machine learning algorithms (eg, classifications, time series analysis, recommendation systems)

  • Evaluate different solutions and develop new innovative approaches together with your team

  • Integrate the developed models in collaboration with our software developers in our product (pair programming)

  • Continuously improve and monitor the performance of your models (monitoring and logging)

  • Extend the solution space of your team with your deep expert knowledge from the field of Machine Learning

  • Promote the exchange of knowledge with your colleagues and further expand your own expert knowledge

What you bring to the role:

  • At least 3 years of work experience with various machine learning algorithms (eg deep neural networks, clustering algorithms, Bayesian network, Markov models, statistical modeling)

  • Degree in a related field such as Machine Learning, Artificial Intelligence, Mathematics, Statistics, Computer Science

  • Python, scikit-learn, tensorflow, statsmodels, keras, pandas, and numpy

What we offer:

  • Free breakfast, lunch and snacks

  • A free ticket for public transportation

  • Flexible working hours

  • Adjustable working time model (full/part time) and sabbaticals

  • Dedicated time for hacks to explore new methods, technologies and tools

  • stock options

  • A company pension plan

  • A job bike

  • Free parking

  • Relocation support

  • ...and lots more

About InVision, in a few words:

Established in 1995, we are developing Software as a Service (SaaS) products for Workforce Management and Digital Education. Thousands of business customers around the globe use our solutions. We value simplicity, trust, and teamwork. You won't find the usual hierarchical structures here but truly empowered product and customer teams. We are a diverse group of international professionals. On top of that, we are a certified Great Place to Work.

Let's talk next steps:

If this job offer makes your heart skip a beat, send us your application even if you are not 100% sure whether you can fulfill all tasks.

We're an equal opportunity employer and value diversity and inclusion. All qualified applicants will be considered regardless of ethnicity, color, national origin, religion, sex, gender identity, sexual orientation, pregnancy, age, protected veteran status, or disability status.
We're looking forward to getting to know you.