Recruiter: Andreea Chirilov


The Role

We have built the KONUX Predictive Maintenance System for Rail Switches, the first AI-based solution for the rail industry. As a Lead Data Science Software Developer at KONUX, you will be the bridge between the Data Science Team and the Back-End / DevOps teams. Working with the data scientists, you will be responsible for bringing statistical analysis techniques and AI algorithms to our production environment. You will take pride in developing efficient, maintainable and scalable code for use both by the production engineering team as well as internally by the Data Science team. Further, you will be contributing to algorithm design, big-data analysis, and improvement of the existing code-base. Ideal candidates learn and adapt quickly and will be able to use every tool at their disposal to understand and effectively tackle hard problems.

When pioneering a new technology, the unexpected is expected. Thus, the KONUX Culture includes a growth mindset, resilience and flexibility. This means: seeing setbacks as learning opportunities and encouraging you to drive harder. Improving continuously by failing fast and learning fast. Staying up when the going gets tough. Thinking and acting without barriers within a highly dynamic environment, based on data driven decisions. If you share that mentality...Apply and become a part of the KONUX vision: Transform railway operations for a sustainable future!

Your Responsibilities

  • Lead a team of Data Scientists working on complex research questions
  • Enable your team members to enhance their full potential by mentoring and training them, creating a space with opportunities for personal and professional growth
  • Supporting and guiding them towards success and towards being a high performing team
  • Actively participating in recruiting and growing the team
  • Bring code from a range of model development languages to a Python production environment
  • Create functional specifications for analytic products
  • Support and enhance existing Python production code-base
  • Profile and enhance performance
  • Assist with the development of novel implementations of new product features as required
  • Contribute in solving technical and agile process problems as they arise

Your Profile

  • A Phd/degree in Computer Science, Engineering, or a related field
  • 5+ years of experience
  • Proficiency in Python
  • Proficiency of Spark/EMR and Hive, with AirFlow, Athena and Redis as a plus.
  • Demonstrated experience with Docker and Kubernetes
  • Advanced knowledge of different database technologies SQL, NoSQL, object-relational databases
  • Knowledge of statistical techniques such as PCA, kernel methods and SVM
  • Ability to understand and deliver in a complex and rapidly evolving data and product environment
  • Demonstrated examples of working with business partners to deliver a solution that meets project objectives (requirements generation, functional specification generation to project execution)
  • Familiarity with the fundamentals of machine learning
  • Strong interpersonal communications skills (verbal, presentation and written) 
  • Autonomous and solution-oriented working methods
  • Experience in leading, couching and mentoring teams
  • Sharing the KONUX Culture, incl. a Growth Mindset, Resilience and Flexibility

Nice to Have

  • Java programming experience
  • Demonstrable programming experience in application development of neural networks and deep learning
  • Experience with working in a Scrum environment

Don't Apply If

  • You have never worked in data engineering
  • You have never touched on of there technologies: Spark/EMR, AirFlow, Hive, Athena, Redis
  • You feel that the KONUX Culture is not for you

Enabling a Data-Driven World

At KONUX, we are empowering the rail industry by building the best possible predictive analytics solutions for our customers. We strive to help industrial companies improve their maintenance and performance decision making in a data-driven world. A career at KONUX is for those who want to be at the forefront of analytics, working to make notable improvements to train reliability which affects hundreds of commuters every day. Our culture prioritizes the customer first, and all employees are expected and empowered to take ownership of their daily responsibilities. If this sounds like the type of environment you thrive in, then we want to hear from you!

Equal Opportunity

At KONUX, we focus on results. We believe that a diverse team achieves better results faster. So here’s the deal: You bring in your very own perspective. We promise to judge your qualifications and performance, not your age, sex, religion, skin color, gender identity, family status or disability.

What We Offer

  • The opportunity to play a decisive role in shaping a company during its pivotal growth stage alongside a diverse, multinational team
  • A competitive salary with equity (all permanent KONUX employees have equity!)
  • 27 days (+1 day on every work anniversary for 3 years)
  • Remote team events and opportunities to socialize with colleagues also during Covid
  • Flexible working conditions and home office equipment

 

Apply for this Job

* Required