MLOPs Student Worker Position - Milestone research
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Studiejob - København
Are you enthusiastic about Machine Learning and Computer Vision operations? Do you have the skills to handle yourself in a dynamic research environment? If that’s the case, the position as a MLOPs Student Worker in Milestone Systems’ Research team might be just what you’ve been looking for!
Your Responsibilities:
You will be part of the research team, working closely with other colleagues. Some examples of your tasks could be:
· Build and maintain the infrastructure and tools required to support the development,
deployment, and scaling of ML models.
· Work with data scientists and software engineers to design, implement and deploy ML
models.
· Develop and manage CI/CD (Continuous Integration and Continuous Delivery) pipelines
for ML models.
· Ensure that machine learning models are performing optimally in production by
monitoring their performance and making necessary adjustments.
· Build and maintain dashboards for monitoring ML model performance and data quality.
· Automate testing and validation of ML models to ensure accuracy and reliability.
· Implement and manage security protocols for protecting sensitive data used in ML
models.
· Develop and maintain documentation for ML models and infrastructure.
· Collaborate with stakeholders to understand business requirements and translate them
into tech-nical requirements for ML models.
· Keep up-to-date with the latest developments in the field of ML and bring new ideas
and technologies to the team.
Are you the right candidate?
We expect you to be self-driven and handle responsibilities in a dynamic work environment. It is crucial that you display initiative and embrace changes.
Preferred skills:
· Software engineering skills. Experience in at least one programming language and have
experience building and deploying software applications.
· Understanding of ML. Understanding of ML concepts and be able to work closely with
data scien-tists to deploy and scale ML models.
· Knowledge of cloud infrastructure. Familiar with cloud platforms like AWS, Azure or
Google Cloud, and have experience deploying and managing resources on these
platforms.
· Knowledge of containerization and orchestration. Familiar with containerization
technologies like Docker and orchestration tools like Kubernetes, as they are commonly
used to deploy and manage ML models.
· Understanding of DevOps principles. Familiar with DevOps principles, including
continuous integra-tion and continuous delivery, and be able to build and manage
CI/CD pipelines for ML models.
· Strong problem-solving skills. Be able to troubleshoot complex technical issues and be
able to work independently to solve problems.
· Good communication skills. Be able to effectively communicate with cross-functional
teams, includ-ing data scientists, software engineers, and business stakeholders.
· Continuous learning. Passionate about learning new technologies and keeping
up-to-date with the latest developments in the field of machine learning.
About the team:
You will be part of the Research Team, an innovative and experimentally minded team with around twenty five colleagues, diverse in gender, nationalities, age, and skills. Our primary responsibilities are exploring cutting-edge technologies and implementing solutions supporting Milestone’s future Video Management System. We work closely and have fun with each other.
The core values of the team are “Respect”, “Learning & Growth”, “Collaboration & Teamwork”, “Honesty & Transparency”, and “Efficiency”. The team is guided and motivated to reach established team goals jointly.
What else can Milestone offer you:
· Exciting challenges and a great opportunity for growth
· Great company culture and welcoming environment
· Delicious breakfast, lunch, afternoon snack, fruits and beverages served every day in
our canteen
· Company bike, Office gym, Massage, Friday bar
· Monthly company events outside the office
Contact and application:
We look forward to receiving your CV and Cover Letter written in English. If you have any questions, you are very welcome to contact our Head of Applied Research: Fulgencio Navarro at +34 6620 2427 3. We would like you to start as soon as possible as we interview candidates on an ongoing basis.
Build your career here!
Help us make the world see:
You will become part of an ambitious, international company in rapid growth with development sites in Denmark, Bulgaria and Spain – and offices all over the world. We are technology driven as we are developing and maintaining one of the most advanced IP video surveillance systems in the world. Innovation is not only important for us. It’s a part of our DNA just as responsible use of technology which we actively support. We believe in trust, mutual respect, a healthy work life balance and room for all voices to be acknowledged. As such, we expect you to engage, speak up, and make a difference for our customers, your colleagues and yourself. Read more at milestonesys.com
"JOMA-LI"
Information og data
Denne ledige stilling har jobtypen "Øvrige", og befinder sig i kategorien "Øvrige stillinger".
Arbejdsstedet er beliggende i København
Jobbet er oprettet på vores service den 18.4.2023, men kan have været deaktiveret og genaktiveret igen.
- Øvrige
- København
- Søndag den 07. maj 2023
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