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Machine Learning Engineer

Responsibilities:

The ML Ops project acts as a center of expertise and pursues the goal to conceptualize and provide central services and tools for reliable and efficient deployment of data science models. The following functionalities are planned:

  • Deployment of models with automated processes
  • versioning and monitoring of data
  • continuous monitoring and updating of models
  • Scalability of developed models and processe
  • collaboration through the reuse of models and processes

Scope of service

  1. conception and implementation of a model repository
  2. conception and implementation of data access, preparation, modeling, versioning
  3. conception, implementation and provision of services for continuous monitoring of models and their quality, especially with regard to changing data
  4. evaluation and selection of existing solutions and technologies
  5. support teams in designing, building and running P-environments for ML
  6. develop helpers, utils, functionalities
  7.  roll out tools / functionalities to teams

 

Requirements:

  • B.Sc., M.Sc. or Ph.D. in computer science or a related field
  • Excellent communication and teamwork skills
  • Familiar with workflow management platforms like Airflow or Argo Workflows (Preferable)
  • Familiar with best practices in the Software Engineering and MLOps community (Preferable)
  • You enjoy working in an agile team, like to get involved, think "out of the box" and are keen to tackle new topics
  • Good English skills complete your profile

Must Have:

  • Expert level understanding and hands-on experience with building MLOps or DevOps infrastructure in CI/CD environments
  • Basic understanding of Machine Learning Models and Use Cases
  • Some level of experience with most or all of the Technologies/Tools/Platforms of our used stack

 

Technology Stack:

  • GCP
  • Kubernetes
  • Prometheus,
  • Helm,
  • GitLab,
  • Terraform,
  • Argo,
  • MLFlow,
  • Python

 

 

Life at Arvato Systems Malaysia:

If you're looking to be creative and at the same time putting on the entrepreneurship hat while working on Technology related work, then you fit right into our culture.

 

Top 10 Perks & Benefits on Why You Should Join Us:

  • Yearly Company Trip.
  • We promote flexi work arrangements having flexi benefits where employees could enjoy what they see fit.
  • Besides Annual Leaves & Sick Leaves, we have other unique paid time-offs such as Birthday Leave & Child Care/Parental Leave.
  • We got you covered in terms of insurance alongside with your immediate family members (Spouse & Children only).
  • Attractive Employee Referral Program.
  • Sponsored meals if you work at the office!
  • Unlimited coffee refills with state-of-the-art barista coffee machine where you can practice on your preferred choice of latte art.
  • Believes in learning and people development with plenty of trainings to upskill your personal growth.
  • Plenty of initiatives and interest groups to ensure that not only everyone in the team gels and bond closer together, we put an emphasis on CSR work as well.
  • Work is important, but your mental health should always take priority. At Arvato Systems Malaysia, we do everything we can to make sure you lead a healthy and happy life by walking the talk on work-life balance.

 

Diversity & Inclusion:

Arvato Systems Malaysia stands for Equal Employment Opportunity (EEO). We do not discriminate on the basis of race, religion, color, sex, gender identity, sexual orientation, age, non-disqualifying physical or mental disability, national origin, veteran status or any other basis covered by appropriate law. All employment is decided on the basis of qualifications, merit, and business need.

Because IT is in your blood

With our innovative IT solutions, we support the digital transformation of our customers worldwide. In very different industries - from global trade and the international media industry to the energy and utilities industry. More than 3,000 dedicated employees at more than 25 locations work for us. Our customers particularly appreciate our excellent know-how, our comprehensive technological knowledge and our entrepreneurial spirit. Our employees value our corporate culture based on partnership, state-of-the-art technology and a wide range of challenges. We offer a lot of freedom to be innovative and to assume entrepreneurial responsibility in a team.

Interested? Then send us your application! We welcome applications from people who contribute to the diversity of our company. Please feel free to send us your detailed application including certificates and your salary expectations.

Arvato Systems Malaysia Sdn Bhd

IT.arvato.com/malaysia

Company: Arvato Systems Malaysia Sdn. Bhd. 

Country: Malaysia 

State/Region: Wilayah Persekutuan Kuala Lumpur 

City: Kuala Lumpur 

Postal Code: 50400 

Job ID: 247925

 

 

Date:  Nov 10, 2022
Location: 

Kuala Lumpur, 14, MY, 50400


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