MLOps Engineer

JOB DESCRIPTION

Be a part of building the ideal data and ML/AI ecosystem from scratch. Spearheaded the integration of the latest capabilities to enhance customer experiences and transform business operations. Embrace the vision of democratizing ML/AI technology, making it accessible to all by establishing robust engineering standards, simplifying complexities, and designing effective controls and guardrails. This leadership role goes beyond conventional boundaries, empowering you to lead and innovate across many aspects of our data enablement value stream.
Your role as an MLOps Engineer will be similar to a DevOps engineer, with a stretched focus on productionizing Machine Learning features:
Design and implement scalable AI solutions that enables data engineers and ML scientists to train, build, and maintain machine learning models effectively.
Develop automated processes for continuous model training and evaluation pipelines specifically for ML applications.
Ensure the seamless integration of Company Plus's current architecture with newly added ML functionalities, enhancing overall system capabilities.
Collaborating with diverse stakeholders including business partners, risk, legal, and security teams, as well as UX designers and architects to define and implement robust validation and verification strategies
Fostering a culture of quality coding practices, including test-driven development, unit testing, and secure coding awareness
Focus on business practicality and the 80/20 rule, aiming for a high bar for code quality, but recognize the business benefit of "having something now" vs "perfection sometime in the future"

JOB REQUIREMENT

To grow and be successful in this role, you will bring extensive analytical and technical skills, business acumen and natural curiosity to deliver on product investigations and analysis and support initiatives through insights.
You will ideally bring the following:
Proficiency in one of the scripting/programming languages (Python).
Experience in building data products using GCP/ AWS technologies.
Experience with containerization, Terraform, and GitOps principles for automation and deployment.
Strong background in ML concepts and applications and in-depth knowledge of MLOps best practices.
Agile development mindset, appreciating the benefit of constant iteration and improvement.
Have experience in addressing Tech Debt with minimizing production incidents.
Familiarity with RAG architectures and/or have a good understanding of their application.

WHAT'S ON OFFER

Attractive package including fixed 13-month salary and variable performance bonus
Insurance plan based on full salary
100% full salary and benefits as an official employee from the 1st day of working
Medical benefit (private insurance) for employee and their family
18 paid leaves/year (12 annual leaves and 6 personal leaves)
Working in a fast-paced, flexible, and multinational working environment.
Chance to travel for business trip in foreign countries
Free snacks, refreshment, and parking
Career development in a giant tech hub just entering Vietnam market, with very challenging project
Hybrid working mode, flexible time (3 days in office per week)

CONTACT

PEGASI – IT Recruitment Consultancy | Email: recruit@pegasi.com.vn | Tel: +84 28 3622 8666
We are PEGASI – IT Recruitment Consultancy in Vietnam. If you are looking for new opportunity for your career path, kindly visit our website www.pegasi.com.vn for your reference. Thank you!

Job Summary

Company Type:

Outsource

Technical Skills:

Machine Learning, Devops, Data Science, Python, Java

Location:

Ho Chi Minh - Viet Nam

Working Policy:

Job ID:

J01554

Status:

Close

Related Job:

Head of Engineer - Tech Fraud & Scams VN

Ho Chi Minh


Product

Develop an integrated roadmap for the strategic execution of Customer Onboarding and Mastery, Financial Crime, and Fraud's strategic ambitions. Lead engineering teams across these domains to drive outcomes, necessitating domain knowledge in these areas. Collaborate with business teams and product owners to validate requirements and monitor post-delivery performance. Oversee the runtime of applications in production and provide active operational support. Lead efforts for cyber security updates and ensure software currency versions remain up to date. Manage investment delivery across CET to maintain alignment between domains and ensure effective spending while providing insights on prioritization of spend and its effectiveness.

Negotiation

View details

Head of Engineer - CET

Ho Chi Minh - Viet Nam


Product

Develop an integrated strategic roadmap for the execution of the Customer Onboarding and Mastery, Financial Crime, and Fraud's strategic ambitions, and drive the process from development to implementation. Manage multiple engineering teams across the Customer Onboarding and Mastery, Financial Crime, and Fraud domains to achieve desired outcomes, requiring domain knowledge in these areas. Collaborate with business teams and product owners to validate requirements before and after delivery through showcases and Day 2 production monitoring. Take ownership of the development and runtime of applications in production, providing active operational support and establishing a clear support model with engineers proficient in site reliability engineering. Lead efforts related to cyber security updates, ensuring that software currency versions are kept up to date and infrastructure is patched regularly. Oversee investment delivery across the organization to maintain alignment between domains, effectively allocate investments, and provide insights on the prioritization and effectiveness of spending.

Negotiation

View details

Head of Engineer - Home Ownership

Ho Chi Minh - Viet Nam


Product

Take charge of technical leadership for the Sub-Domain and ensure timely delivery of Software Development Life Cycle Epics and Features. Guide, train, and support technology resources to enhance their skills and knowledge for optimal performance and to foster a highly effective team. Drive technical delivery with a focus on enhancing speed, cost, and quality of outcomes, while ensuring alignment of the squads on objectives and outcomes. Facilitate lean portfolio management across the Domain by connecting business roadmaps with software delivery and overseeing cross-functional, agile teams to meet performance targets. Accountable for addressing technical or delivery obstacles that cannot be resolved at the squad level. Oversee financials to ensure adherence to the plan and drive continuous improvement in development and delivery processes. Develop a leading market capacity and strategically deploy departmental resources to achieve optimal resource allocation and successful product development.

Negotiation

View details