Machine Learning Engineer

Key Skills

Apache Hadoop, Big Data Technology, Data science techniques, Effective communication skills, Java Programming, Keras software library, Kubeflow, Kubernetes-K8s, Machine learning techniques, MLflow, Python Programming, PyTorch, SAS, Scala Programming, SPARK Programming, SQL, TensorFlow

Job Description

As a Machine Learning Engineer on our team, you'll design, develop, and deliver machine learning solutions, decipher loosely defined problems using complex datasets, and determine appropriate analytical and modeling techniques. You'll analyze structured and unstructured data, establish automated processes for large-scale modeling, perform exploratory analysis, and collaborate with peers on data acquisition and exploration, demonstrating a strong sense of ownership and urgency.

Responsibilities

• Work on all aspects of the design, development and delivery of machine learning enabled solutions for our clients;
• Come up with solutions to loosely defined business problems by leveraging pattern detection over complex datasets across multiple platforms;
• Establish efficient, automated processes for large-scale modeling;
• Become part of a highly skilled and geographically distributed team;
• Collaborate with peers on problem definitions, data acquisition, data exploration, visualization as well as building the tools that support this process;
• Strong sense of ownership, urgency and drive.

Qualifications

• Relevant experience in data science/ machine learning development
• Bachelor and/or Master degree in Statistics, Mathematics, Physics, Computer Science or other related subject.
• Proficiency in Python.
• Experience with machine learning frameworks (like Keras, TensorFlow, or PyTorch) and libraries (like scikit-learn).
• Strong understanding of machine learning algorithms, processes, tools and platforms.
• Experience with container management and machine learning deployment frameworks, such as Kubernetes, Kubeflow and MLFlow.
• Big Data Hadoop work experience (either integration the models with the tools in Hadoop or other)
• Software development experience from scoping, requirements design, development, integration, testing, go live to PROD (vs internal research work)
• Other programming experience (Spark, SAS, Scala, Java, etc.) is a plus
• Experience in working with large datasets and relational databases is desirable (SQL)
• Ability to work on distributed cloud platforms
• Exceptional written and verbal communication as well as presentation skill
• Fluent English
• Curiosity and an investigative profile: you’re a data-driven problem solver!

Why Poatek?

In addition of being part of an innovative consultancy company with an international culture, you will have:

• Be part of an innovative consultancy company
• Flexible hours and autonomy
• Work in international and agile projects
• International travels
• Voucher for health activities
• English classes
• Support in national and international courses
• Food allowance
• Snacks, drinks and video game in the office
• Work in a company with highly-skilled professionals
• Transportation or parking spot
• Annual attractive bonus.