Key responsibilities
- Script production-ready codes
- Leveraging GPU & CPU resources as appropriate / understanding capacity requirements for ML Workloads
- Architect, automate and orchestrate Dev-Ops/ ML-Ops pipelines on cloud
- Craft re-usable tools and frameworks to monitor, optimize and maintain ML solutions
- Understand business problems and collaborate within the team to ensure scalability, business continuity and appropriate turnaround time
- Conduct internal workshops and external meetups, participate in external conferences, and give talks
- Continuously evolve your craft by keeping up to date with the new developments in AI/ML and related technologies and upskilling on these as needed.
Qualifications and Requirements
- A bachelor's or master’s degree in Computer Science, Operations Research, Mathematics and Computing with 3-4 years of relevant experience
- In-depth Understanding of key Machine Learning & Deep Learning Algorithms
- Experience of working with large data sets, coming from varied sources
- Excellent Programming Skills (Python Preferred)
- Experience in Cloud Application Development (Google Cloud Platform & Azure Preferred)
- Solid understanding of Deep learning platforms such as Keras, Tensor-flow and/or PyTorch is highly desirable
- Great at solving problems; debugging; troubleshooting; and designing & implementing solutions to complex technical issues
- Experience working with deployment & cloud orchestration tools (such as Airflow, Kubeflow, Seldon, SonarQube, Jenkins etc.)
- Proficiency in a Unix/Linux environment for automating processes with shell scripting
- Hands on experience of designing, building, and supporting RESTful APIs
Good to have:
- Knowledge of Oilfield terminology and business practices
- Experience with IoT/ Edge technology is a plus
- Hands on experience of designing, building, and supporting RESTful APIs
- Recognized open-source contributions
- Familiarity with data engineering tools (Flink/Spark/Kafka etc.)
- Experience with big data stack (Spark, Hadoop, Storm, Hive & Pig) and NoSQL stores is a plus
Behavioural Skills:
- Creativity and ability to formulate problems and solve them independently
- Highly collaborative work style
- Strong listening and communications skills
- Presenting & communicating information
- Result and quality focused
Salary
Competitive
Monthly based
Location
, Kutno County, Łódź Voivodeship, Poland, Łódź Voivodeship, Poland
Job Overview
Location
, Kutno County, Łódź Voivodeship, Poland, Łódź Voivodeship, Poland
