Data Scientist, Machine Learning Engineer

Key Skills

Apache Hadoop, C Programming, C++, Data science techniques, Java Programming, Machine learning techniques, MapReduce, Python Programming, PyTorch, R Programming, Scala Programming, SQL, TensorFlow

Job Description

Here at art, we’re driven by an intellectual curiosity that keeps us on the cutting-edge of user design and a seamless customer experience. We’re intrigued by the opportunity to engineer the most optimal approach that drives conversions and generates consumer loyalty across every touchpoint of the digital journey.

We are looking for a Machine Learning Engineer (MLE) to help us create artificial intelligence products. He/she will collaborate with product manager, product solution architect, tech leads and multi-disciplinary engineers to define, develop and deploy an actual production solution that uses AI/ML. Responsibilities include:

Designing and developing MLOps for machine learning and deep learning systems for NLP applications according to requirements
Implementing appropriate ML algorithms
Running machine learning tests and experiments
Train and retrain systems when necessary
Perform statistical analysis and fine-tuning using test results
Extend existing ML libraries and frameworks
Study and transform data science prototypes
Select appropriate datasets and data representation methods
Research and implement appropriate ML algorithms and tools
Keep up to date of developments and best practices in the field

Now, imagine doing all the above for the world’s largest retailer. That’s the art experience. Intrigued?

You’ll really wow us if…

•  Your ability to rise above group think and see beyond the here and now is matched only by your intellectual curiosity. 
  • Proven experience as a Machine Learning Engineer or similar role
  • Has a fundamental understanding of data science.
  • Understanding of data structures, data modeling and software architecture
  • Deep knowledge of math, probability, statistics and algorithms
  • Ability to write robust code in Python, Java and R
  • Familiarity with machine learning frameworks related to NLP.
  • Excellent communication skills
  • Ability to work in a team that shares knowledge by default
  • Outstanding analytical and problem-solving skills
  • BSc in Computer Science, Mathematics or similar field; Master’s degree is a plus
  • You consider yourself to be a student of the world who thrives in an ever-changing environment that holds within it new challenges and chances to prove your expertise.
  • You level up when you have the opportunity to teach others and empower those around you to excel.
  • Experience in developing MLOps.
  • Comfortable with fast-paced, fluid and ambiguous situations.
  • Experience in deploying containerized models using tools such as Docker or Kubernetes
  • Experience in hiring and developing junior members
  
  You’ll make an impact by…
•  Effectively translating requirements into project parameters while working with agility from cradle to grave.
  • Helping cross-functional teams to solve for business problems and develop solutions that enable us to redefine a “best-in-class” customer experience.
  • Encouraging the project teams that you oversee to work collaboratively and to aim for insight-driven outcomes. 
  The above information has been designed to indicate the general nature and level of work performed in the role. It is not designed to contain or be interpreted as a comprehensive inventory of all duties, responsibilities and qualifications required of employees assigned to this job. The full Job Description can be made available as part of the hiring process.