Reinforcement Learning Engineer

We seek reinforcement learning engineers to push the boundaries of machine learning applications and state-of-the-art experimentation in low-income settings. We are interested in individuals with knowledge and experience in developing and evaluating different RL architectures and algorithms, and in their applications in experimentation and causal inference. You will have the unique opportunity of, together with our data science and engineering teams, defining and building from scratch reinforcement learning features for our machine learning platform for equitable healthcare.

Responsibilities

  • Working with the engineering and data science teams in the reinforcement learning algorithms that will run in our platform: definition, initial implementation, evaluation and deployment
  • Formulate real-world causal inference and experimental design problems in terms of different RL algorithms, and independently conduct research to decide upon the best approach

Minimum qualifications

  • BSc/BEng degree in computer science, mathematics, physics, electrical engineering, machine learning or related fields; or equivalent technical proficiency
  • Experience in reinforcement learning and its libraries (Keras-rl, TF-agents, garage, Pyqlearning, ChainerRL…)
  • Solid coding skills in at least one of the following languages: Go, Java, Scala, C/C++, Python

Preferred qualifications

  • MSc/MEng or PhD in computer science, mathematics, physics, electrical engineering, machine learning or related fields; or equivalent research experience
  • Knowledge of RL applications in healthcare
  • Experience using a variety of RL algorithms: actor-critic, policy gradient, DQN, VFA, SARSA, Q-learning, model-based and model-free Monte Carlo, dynamic programming...
  • Experience with causal inference and experimental design
  • Experience with deep learning and its frameworks (TensorFlow, Keras, Caffe, Theano...)
  • Experience with recommendation systems and/or natural language processing
  • Strong statistical background
  • Experience with machine learning lifecycle management tools (e.g. mlflow)
  • Experience with continuous deployment of models with build pipeline
  • Experience with databricks
  • Experience with Spark performance tuning, data pipeline testing and MLlib

Job Type

Full-time

Salary

Location

Want to know more?

Get in touch

Apply for this position

More positions

Product Designer

View job

As a product designer at benshi.ai, you'll play a key role in our product process by developing interactive prototypes and high-fidelity interfaces for our machine learning platform. You will conduct user research and define UI components alongside our product, ML science, and engineering teams, while contributing to the scalability and user-centric nature of our rapidly growing products.

Job Type

Full-time

Salary

Location

Barcelona / remote

Job application

Send resume now

UX Researcher

View job

We are looking for user experience researchers to join our team. We are interested in creative individuals with a strong user research and product design background, knowledgeable about design tools and willing to work in an innovative environment. You will collaborate with benshi.ai’s head of product design to develop UX strategies for our machine learning platform.

Job Type

Full-time

Salary

Location

Barcelona

Job application

Send resume now

Technical Product Manager

View job

We seek product scientists to push the boundaries of AI in Global Digital Health. We are interested in individuals with a solid background in statistics, programming, machine learning and product management. You will be working together with data scientists, ML scientists and engineers and head of product design to integrate machine learning products in our platform.

Job Type

Full-time

Salary

Location

Barcelona

Job application

Send resume now

Senior Software Engineer

View job

We are looking for software engineers with strong python background to join our engineering team to build our data infrastructure. You will have the rare opportunity of building resilient and scalable machine learning products from scratch, together with other talented engineers, to boost global health via cutting-edge ML algorithms.

Job Type

Full-time

Salary

Location

Barcelona

Job application

Send resume now

Senior Data Scientist

View job

We seek data scientists to push the boundaries of AI in Global Digital Health. We are interested in individuals with a solid background in statistical analysis and machine learning with experience in applying those techniques to mobile behavioral logs. You will be carrying out research on personalized time varying predictive models and recommendation systems.

Job Type

Full-time

Salary

Location

Barcelona

Job application

Send resume now

Data Engineer

View job

We seek data engineers to join our engineering team. We are interested in individuals with a strong software developer background, and who are knowledgeable about building scalable and robust architecture, tools, data products, and critical data pipelines that are optimized for data science applications. You will have the rare opportunity of building resilient and scalable machine learning products from scratch, together with other talented engineers, to boost global health via cutting-edge ML algorithms.

Job Type

Full-time

Salary

Location

Job application

Send resume now

Mobile Application Developer

View job

We seek mobile developers to join our engineering team. We are looking for hardworking and reliable individuals to translate codes into user-friendly applications. You will have the rare opportunity of building resilient and scalable machine learning products from scratch, together with other talented engineers, to boost global health via cutting-edge machine learning solutions. Prior experiences working in a similar role with start-ups is a strong plus.

Job Type

Remote

Salary

Location

Job application

Send resume now