Machine Learning Operations Engineer

SILENT EIGHT PTE. LTD.

12 00018 000 net (+ VAT) / mth.
  • Warmian-Mazurian

    Warmian-Mazurian
  • offer expired 2 months ago
  • B2B contract
  • full-time
  • specialist (Mid / Regular)
  • home office work

Technologies we use

Expected

  • Python

  • AWS

  • Microsoft Azure

  • Google Cloud Platform

Optional

  • MapReduce

  • Spark

About the project

We currently have an opening for a Machine Learning Ops engineer with experience in creating and maintaining machine learning models using computer vision/image processing. The ideal candidate will have strong experience with ML model management tools and practices.

Location: 100% Remote

Work methodology: Scrum

Main technologies: Python 3, SQL, MLflow, AWS

Tools used: Flask, Pandas, PySpark, nltk, gRPC, Jupyter Notebooks, Docker

Build server: Jenkins, GitLab

Database: PostgreSQL

Code reviews: GitLab

Issue tracking tool: Jira

Knowledge repository: Confluence, Google Drive

Operating system: Linux

Freedom to choose tools: Yes

Your responsibilities

  • Participate in full lifecycle software development for Natural Language Processing and Decision Tree Models, specifically their deployment and management in development, pre-production, and production environments

  • Design, implement and operationally support machine learning model training and deployment infrastructure

  • Design data ingestion pipelines, develop processes and tooling for acquisition and transformation of the data

  • Advise on performance improvement and maturation strategies for models based on feature performance, in-situ model performance and stakeholder feedback

  • Manage deployment of ML models to production and assist in monitoring live site issues

  • Develop and iterate on release pipeline for ML models to drive incremental improvements

  • Collaborate with technology teams across FM Global in the development of new AI/ML capabilities and establish a best-in-class processes for model management and deployment

Our requirements

  • Bachelor’s degree or relevant experience focused on information technology - 2+ years of overall experience

  • Systems engineering, coding and debugging skills in Python

  • Experience with cloud platforms (AWS, Azure, GCP), especially with AI/ML solutions

  • Understanding of software engineering, including performance tuning, algorithm design, and architecture

  • Experience with large batch processes operations

  • Excellent debugging knowledge of requisite tools

  • Supported full-stack systems design, observability, and live site management

  • Experience with automated testing of machine learning artifacts

  • English B2/C1

Optional

  • Experience with compute-at-scale technologies, such as MapReduce, Stream Processing, Spark, Serverless architectures (1-3 years)

This is how we organize our work

This is how we work

  • in house
  • agile
  • scrum

What we offer

  • Salary: 12 000 - 18 000 net PLN/month (B2B)

  • Employment Type: B2B

  • Employee stock options

  • Paid days to balance your work and life in a way that suits you best

  • Location: Fully remote forever (with a possibility to work from a co-working office)

  • Career growth: Promotion and great development opportunities within the organization

Benefits

  • flexible working time

  • integration events

  • no dress code

  • birthday celebration

  • employee referral program

  • Work/life balance

  • employee stock ownership plan

Our culture

You will be co-creating our business solutions

We believe that your feedback allows us to create the best solutions as well as adjusted work culture. You will have a real impact on the growth of the company and the product we develop.

Experienced team

We aren’t your run-of-the-mill tech start-up. At Silent Eight, everyone is a leader in their own field with perspective and experience shared across teams and departments.

Development-centric

Because learning never ends, we empower our employees to invest in themselves. We provide a range of resources such as paid Development Days, in-house training, lunch-and-learns, etc. to make sure our employees are continuing to grow each day.

Team building events

We know that our success is only possible if we work together as a team. We are a group of passionate individuals united by a common mission. Therefore we like to meet together regularly to connect not just as coworkers, but as human beings, whether it’s at an offsite in Dubai or a weekly “Tea Time” to catch up.

100% remote work forever

We are not new to working remotely. In fact, we’ve been doing it since 2013 and we know how to make you feel supported, connected, and included. We believe that the freedom to choose where you work from is important to finding the journey that is right for you.

Don’t wait! Join our team today!

Silent Eight is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, veteran status, or other classification protected by applicable federal, state or local law.

SILENT EIGHT PTE. LTD.

At Silent Eight, we develop our own AI-based products to combat financial crimes that enable things like money laundering, the financing of terrorism, and systemic corruption. We’re a leading RegTech firm working with large international financial institutions such as Standard Chartered Bank and HSBC. Join us and help make the world a safer place!

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