JOB DESCRIPTION:


App Orchid is a leading AI platform that helps enterprises build intelligent applications using
natural language processing, machine learning, and knowledge graphs. We are looking for a data
scientist to join our team and help us deliver innovative solutions and product features to our
clients using probabilistic programming, machine learning, and optimization.

 

Requirements:

Education in statistics, mathematics, engineering, or social sciences is preferred
Strong expertise in Bayesian modeling and data science
Experience working with Python and one of the popular probabilistic programming systems such as
Pyro/Numpyro, PyMC, or Stan
Strong data engineering skills and familiarity with SQL, Numpy, and Pandas
Passion for developing intuitive insights and interpretable models
Knowledge of optimization, operations research, linear programming, and reinforcement learning
techniques
Ability to formulate and solve complex optimization problems using Python libraries such as
CVXPY or OR-Tools
Familiarity with knowledge graphs is a plus
Excellent communication and interpersonal skills
Ability to work collaboratively in a team environment
 Responsibilities:

Collaborate with our team of experts to provide value-driven data science solutions to our
clients
Develop and implement Bayesian models tailored to solve specific problems and incorporate the
structure of the data
Apply iterative development principles to identify low-hanging fruits and develop more complex
solutions to solve bigger problems
Communicate frequently with engineering and product teams and provide transparent updates on
progress and expected outcomes
Work closely with our team of experts to gain a deep understanding of the client’s data
structure and the specific problem they want to solve