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Sr Data Engineer (ML Knowledge)

Sr Data Engineer (ML Knowledge)

Mastercard

0 years

2 - 9 Lacs

pune

Posted:2 days ago| Platform: GlassDoor logo

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Skills Required

data ml support payments transactions technology networks connect power engineering algorithms drive governance training management portfolio software ai processing strategy development automate scaling testing learning model deployment hadoop spark programming python sql visualization tableau aws azure gcp storage test tdd tensorflow pytorch strategies leadership planning vision creativity communication collaboration flexibility transparency ethics analytics security risk integrity report

Work Mode

On-site

Job Type

Part Time

Job Description

Our Purpose

Mastercard powers economies and empowers people in 200+ countries and territories worldwide. Together with our customers, we’re helping build a sustainable economy where everyone can prosper. We support a wide range of digital payments choices, making transactions secure, simple, smart and accessible. Our technology and innovation, partnerships and networks combine to deliver a unique set of products and services that help people, businesses and governments realize their greatest potential.

Title and Summary

Sr Data Engineer (ML Knowledge)

Our Purpose We work to connect and power an inclusive, digital economy that benefits everyone, everywhere by making transactions safe, simple, smart and accessible. Using secure data and networks, partnerships and passion, our innovations and solutions help individuals, financial institutions, governments and businesses realize their greatest potential. Our decency quotient, or DQ, drives our culture and everything we do inside and outside of our company. We cultivate a culture of inclusion for all employees that respects their individual strengths, views, and experiences. We believe that our differences enable us to be a better team – one that makes better decisions, drives innovation and delivers better business results. Title and Summary Sr, Data Engineering Overview: As a Sr Data Engineer of the AICOE team, you will develop analytical products and solutions that sit atop vast datasets gathered by retail stores, restaurants, banks, and other consumer-focused companies. The challenge will be to create high-performance algorithms built on data sets measured in the billions of transactions that allow our users to derive insights from big data that in turn drive their businesses with a keen eye for data privacy and governance. Role:

Leads talent acquisition efforts and initiatives, facilitates training programs and conducts performance management for team of direct reports
Lead teams in the creation of portfolio robust ML solutions through effective use of Mastercard’s global data assets and software platform
Build, productionize and maintain data driver AI/ML application and data processing workflows or pipelines
Consult with clients/ stakeholders to understand and translate their needs into a data analyses and/or solution, ensuring that their requirements are accurately captured and technically feasible
Guide others in comprehensive technical analyses and allocates work across teams to ensure the delivery of high quality and effective solutions
Liaise with internal stakeholders (e.g., MA TECH, Data Strategy Management, AI governance) to identify and elaborate on opportunities as they relate to analytical solution development, feasibility, and other technical offerings
Lead development of presentations and technical documentation
Identify and recommend opportunities to standardize and automate efforts to ensure quality and enable scaling of ML products
Meet project deadlines for accountable deliverables and anticipates delays or foreseeable barriers to progress and escalates issues when necessary
Conduct due diligence quality assurance testing for prototypes and tools in stage and resolves reoccurring complex issues and bugs
Ensure that all machine learning processes, from data preparation to model deployment, are well-documented for internal use and compliance.
Mentor and guide junior developers

All about you:

Expertise in Big Data Technologies: Proficiency in big data frameworks and tools such as Hadoop, Spark, Hive
Technical Proficiency: Strong programming skills in languages such as Python and SQL. Experience with data visualization tools (e.g., Tableau, Power BI) and understanding of cloud computing services (AWS, Azure, GCP) related to data processing and storage is a plus. Experience with testing frameworks and test-driven development (TDD) practices
Advanced Analytical Skills: Strong applied knowledge and hands on experience in machine learning algorithms and deep learning frameworks. Familiarity with AI and machine learning platforms such as TensorFlow, PyTorch, or similar. Familiar with training and deploying models with large datasets including strategies for parallelizing and optimizing the training/deployment workflows. Experience in productionizing of GenAI products a plus.
Leadership and Strategic Planning: Proven experience in leading engineering teams, defining vision and strategy for data-driven initiatives, and driving projects from conception to implementation. Ability to mentor and develop talent within the team.
Problem-Solving Skills: Strong analytical and critical thinking abilities to solve complex problems, along with the creativity to find innovative solutions.
Communication and Collaboration: Excellent verbal and written communication skills, with the ability to explain complex analytical concepts to non-technical stakeholders. Experience in working cross-functionally with departments and flexibility to work as a member of a matrix based diverse and geographically distributed project teams.
Project Management Skills: Proficiency in managing multiple projects simultaneously, with a focus on delivering results within tight deadlines.
Responsible AI knowledge: Awareness of the principles and practices surrounding responsible AI, including fairness, transparency, accountability, and ethics in AI deployments.
Innovation and Continuous Learning: A mindset geared towards innovation, staying abreast of industry trends, emerging technologies in big data and analytics, and continuously seeking opportunities for personal and professional growth.

Corporate Security Responsibility All activities involving access to Mastercard assets, information, and networks comes with an inherent risk to the organization and, therefore, it is expected that every person working for, or on behalf of, Mastercard is responsible for information security and must:

Abide by Mastercard’s security policies and practices;
Ensure the confidentiality and integrity of the information being accessed;
Report any suspected information security violation or breach, and
Complete all periodic mandatory security trainings in accordance with Mastercard’s guidelines.

Corporate Security Responsibility

All activities involving access to Mastercard assets, information, and networks comes with an inherent risk to the organization and, therefore, it is expected that every person working for, or on behalf of, Mastercard is responsible for information security and must:

Abide by Mastercard’s security policies and practices;
Ensure the confidentiality and integrity of the information being accessed;
Report any suspected information security violation or breach, and
Complete all periodic mandatory security trainings in accordance with Mastercard’s guidelines.

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Sr Data Engineer (ML Knowledge)