Romania Job Openings

MMC Corporate

Senior Machine Learning Operations Engineer @MMCTech

Cluj-Napoca

FULL TIME

October 15, 2024

We are seeking one talented as Senior Machine Learning Operations Engineer to join our Cluj hub team.

What can you expect?

You will be responsible to build MLOps on cloud – AWS, Databricks;
Build CI/CD pipelines orchestration by Git Hub Actions Airflow or similar tools;
You will be responsible to take offline models built by data scientists and turn them into a real machine learning production system;
Setup the deployment process for the ML and gen AI models on AWS Databricks;
Develop and deploy scalable tools and services for our clients to handle machine learning training and inference;
Identify and evaluate new technologies to improve performance, maintainability, and reliability of our clients’ machine learning systems;
You will also be responsible to understand the ML lifecycle and possess the skills to develop pipelines, automate processes, and integrate models into production environments;
Apply software engineering rigor and best practices to machine learning, including CI/CD, automation, etc.;
Communicate with clients to build requirements and track progress;
Understand the ML requirements and should also be able to build the MLModels as and when required;

What is in it for you?

An opportunity to work in a fast-growing, innovative company with lots of room for progression and career growth;
A fail-friendly environment that encourages learning and initiative;
A yearly budget and the opportunity to build your flexible benefits package (up to 20% of your annual salary);
30+ days off (25 legal days off, 1 extra day off on your birthday, public holiday replacement days, extra buy/sell from your benefits budget);
Performance Bonus scheme
Matching charity contributions, charity days off, and the Pay it Forward charity challenge;
Core benefits - Pension, Life and Medical Insurance, Meal Vouchers, Travel Insurance;
We champion flexible working, and our mission is to help you find YOUR work-life balance, whether that is standard working, flextime working, or working from home.

We will count on you to:

Work with our partners to understand business and technology problems or opportunities;
Conceptualize and implement the setup and management of the ML platform built on cloud saas solutions like AWS Sagemaker, Databricks, Snowflake across different regions;
Configure, implement and optimize the ML techstack including AWS databricks including the performance and scalability to create the best-in-class models;
Streamlines ML lifecycle: From data preparation and training to deployment and monitoring;
Works with specialists: Data Engineers, Machine Learning Engineers, Model Deployment Specialists, Monitoring and Observability Engineers, and MLOps Platform Architects;
Data science model review, run the code refactoring and optimization, containerization, deployment, versioning, and monitoring of its quality;
Data science models testing, validation and tests automation;
Collaborate with different stakeholders like MMC infra, MMC security, MMC architecture teams to achieve high availability and scalability over the data platform;
Continuous learning and implementation of latest technologies;
Be innovative in your design thinking and use your expertise to influence the MMC technology roadmap;
Take your architectural designs through our on boarding processes to ensure they meet MMC’s standards and conventions;
Participate in cost estimations during budget cycles;

Empower the development teams to deliver your architectural designs;

What you need to have:

Bachelor's or Master's degree in Computer Science, Engineering, or related field;
5 + years good experience in data science and MLOps roles;
Good to have exposure to Big Data / Data Lake frameworks like Spark, Spark Streaming, Python, R, Ni Fi, AWS S3, Redshift, Glue, Athena etc and tools like Databricks, IDMC (informatica cloud), Snowflake;
Excellent verbal and written communication skills in Romanian and English ensuring effective and professional communication with stakeholders;
Experience in using cloud platform – AWS;
Experience with MLOps Frameworks like MLFlow, Airflow etc., experience with Docker and Kubernetes;
Programming languages like Python and R, good understanding of Linux, knowledge of frameworks such as scikit-learn, Keras, Py Torch, Tensorflow, etc.;
Understanding of microservice based architecture;
Experience of developing and executing ML pipelines on AWS Databricks or Sagemaker;
Understanding of BI Tools like Power BI, Qlik is an added advantage;
Excellent communication and collaboration skills with the ability to work effectively with cross-functional teams;
An inquisitive mind set with a track record of seeking out and implementing new technologies and architectural patterns;
Self-motivated to excel in a remote position, collaborating effectively with a remote team;
You are a self-starter; you can take initiative without waiting for direction;
Ability to take decisions during crisis;
The ability to work in a fast-paced environment with changing priorities and deadlines;
You are used to working and communicating with both business and technical stakeholders at varying levels of seniority;

What makes you stand out?

Strong AWS and Databricks experience with ML features;
Experience with developing Gen AI models;

As a company we are committed to hybrid work, which includes the flexibility of working remotely and the collaboration, connections, and professional development benefits of working together in the office. Our teams will jointly identify at least one “anchor day” per week on which the full team will be together in person. This unwavering policy is carefully crafted to enhance team unity, inspire creativity, and foster meaningful interactions between our colleagues, to help build our culture and local communities.

Founded over 20 years ago, Darwin's main ambition was to change the world of benefits. Fast forward to the present day and it is leading the way as a cornerstone benefits technology product in the Marsh Mc Lennan, (MMC), Tech portfolio. MMC are now building out their EMEA Technology Hub in Cluj, Romania.
MMC is a global professional services firm, headquartered in New York City with businesses in insurance brokerage, risk management, reinsurance services, talent management, investment advisory, and management consulting. It comprises the businesses of Marsh, Mercer, Guy Carpenter, JLT, Oliver Wyman and Darwin.
The regional hub will contain teams of Application Developers, Business Analysts, Project/Program Managers, and other technology roles that require time zone overlap with clients in EMEA. As a regional hub we are equipped to scale our vast technical expertise through a variety of outputs, while helping to unleash our potential as one company, to effectively meet today's emerging challenges through the brilliant technology we build and deliver together.

#MMCTech #Darwin People

At Marsh Mc Lennan, we understand the complexity, and the reality, of the modern career path. If your experience looks a little different from what we’ve identified and you think you would be a great fit for the role, we would love to hear from you.

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