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Senior Machine Learning Engineer / NLP

Personio • Full-time • DE, Munich • 8m ago

At Personio we are on the amazing journey of becoming the leading HR Platform in Europe!
The real story for us begins by impacting people on a global scale every day. By simplifying and automating thousands of processes across human resource management, payroll and recruiting, we are impacting more than 400.000 people.
You will join the squad responsible for Personio Knowledge Automation, a concierge for employees answering their requests automatically. Knowledge Automation is part of the People Workflow Automation initiative. PWA automates people workflows across the employee lifecycle across different tools and teams, enabling HR to go beyond HR and win back valuable time through automation, time that can then be spent on and with people.
We are a cross-functional group of engineers, designers and product managers from many nationalities and backgrounds, spread across different locations, and we continue to grow in 2022. Join us and help shape the People Workflow Automation journey for Personio — we are just getting started!
Role & Responsibilities
You'll join a team working on the latest software Personio is releasing which will improve the experience of every employee working for Personio's customers
With the help of our product manager, you'll design and implement new features that our customers will love
Build several services using state-of-the-art natural language processing to capture the intent and meaning of employees’ requests and finding answers in our knowledge base
Build the architecture to support continuous learning and performance monitoring
Build a CI/CD pipeline to leverage our existing tooling and infrastructure
You'll lead by example and push our engineering practices towards excellence with efficient, performant code, good design patterns and healthy engineering standards
You'll mentor junior engineers, reviewing their code and RFCs to help them grow in their career
You'll participate in technical case interviews to bring in exceptional talent such as yourself
How we work
We use our platform mindset to build services that every team can leverage and build upon
We are a product company, so our teams are organised in a mission-based cross-functional fashion. You will work in the Workflows and Integrations Domain, alongside other Backend Engineers, Designers, Product and Engineering managers to create the building blocks to automate processes in all other customer-facing domains.
We have a “you built it, you run it” attitude and CI/CD is second nature to us - we use AWS, Docker, Kubernetes, and GitLab to implement it
What you need to succeed
Skills you bring
You have concrete knowledge in Python, Natural Language processing, API and service design.
You have concrete experience researching, developing, training and deploying production-ready models.
You can read research papers and keep you skills up to date with new NLP and machine learning discoveries.
You can translate Domain strategy into engineering decisions.
You have strong knowledge on software testing strategies, CI/CD, pull/merge request and code reviews.
You have excellent communication skills to provide technical guidance and leadership.
You have an excellent written and spoken English (level C1/C2 on the CEFR scale).
Motivation and mentality you bring
Proactive problem solver. You are willing to leave code and engineering practices in a better shape than when you first encountered them.
We are experiencing rapid growth and are “building our plane while flying it”. So, bring your agile mindset to the table!
Let’s grow together and embrace feedback - no one is perfect, neither are we. Let’s make this an opportunity to praise and learn from each other.
Teaching, Coaching and empowering your colleagues is something that fulfils you
Humour. Have fun with us, learn with us from mistakes, and bring your good vibes.
Why Personio
Aside from our people, culture, and mission, there are a variety of additional benefits that help make Personio a great place to work! Work with us and receive:
Competitive compensation package that includes salary, benefits, and pre-IPO equity
28 days of paid vacation, plus another additional day after 2 and 4 years (because we love what we do, but we also love vacation!)
2 Impact Days you can use to have an impact on the environment and society – one for an individual project of your choice and one for a company-wide initiative! #SocialResponsibility
Find your best way to work with our office-led, remote-friendly PersonioFlex! We offer a roughly 50% remote, 50% in-office working framework to suit your needs
Annual personal development budget of €1,500 for conferences, courses, books, career coach, etc.
Regular company and team events like Oktoberfest, ski trips, Christmas parties, and more! (COVID permitting)
High-impact working environment with flat hierarchies and short decision-making processes
Receive generous family leave, child support, mental health support, and sabbatical opportunities with PersonioCares
Save money with corporate discounts across brands like Adidas, LG, Bosch, Apple, and more
Invest in your retirement via the Personio Pension Scheme, including a Personio contribution
Choose between green mobility options, including a JobRad® bike or monthly public transportation ticket
Access multiple fitness studios and sports facilities across Germany for €22 per month with a subsidized Qualitrain membership
A beautiful, spacious office in the heart of Munich, complete with professional espresso machines, free drinks and snacks, and indoor and outdoor break spaces