Yapay Zeka Mühendisi İş İlanı

QUALIFICATIONS AND JOB DESCRIPTION

We are looking for a Machine Learning (ML) Engineer to help us create an Auto-ML platform.

Machine Learning Engineer responsibilities include designing and developing a SW framework for Auto-ML, creating machine learning models and retraining systems. To do this job successfully, you need exceptional skills in statistics, data science and SW development.

Responsibilities

• Design, architect and develop SW
• Study and transform data science prototypes
• Design machine learning systems
• Research and implement appropriate ML algorithms and tools
• Develop machine learning applications according to requirements
• Select appropriate datasets and data representation methods
• Run machine learning tests and experiments
• Perform statistical analysis and fine-tuning using test results
• Train and retrain systems when necessary
• Extend existing ML libraries and frameworks

Requirements

• Proven experience as a Machine Learning Engineer or similar role
• Understanding of data structures, data modeling and software architecture
• Deep knowledge of math, probability, statistics and algorithms
• Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
• Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications
• Experience working with and creating data architectures
• Ability to write robust code in Python, Java and C/C++
• Experience with distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark, Gurobi, MySQL, etc
• Experience visualizing/presenting data for stakeholders using: Periscope, Business Objects, D3, ggplot, etc
• Experience using web services: Redshift, S3, Spark, DigitalOcean, etc

• Familiarity with machine learning frameworks (like Keras, PyTorch, Ray, etc) and libraries (like scikit-learn)
• Excellent communication skills
• Ability to work in a team
• Outstanding analytical and problem-solving skills
• BSc in Computer Science, Mathematics or similar field; Master’s degree is a plus

Perks:

• Individual private health insurance is provided as a side benefit
• This position is opened at our R&D center at Maltepe/Istanbul,Turkey.