Manager, Data Science Engineer
2 weeks ago
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.
Job Title
Manager, Data Science Engineer
As the Manager of the Data Science & Engineering team, you will develop data 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, cutting-edge machine learning techniques including deep learning, and intuitive workflows that allow our users to derive insights from big data that in turn drive their businesses with a keen eye for data privacy. You will have the opportunity to create high
- performance analytic solutions based on data sets measured in the billions of transactions and front-end visualizations to unleash the value of big data.
You will have the opportunity to develop data-driven innovative analytical solutions and identify opportunities to support business and client needs in a quantitative manner and facilitate informed recommendations/decisions through activities like building ML models, automated data pipelines, designing data architecture/schema, performing jobs in big data cluster by using different execution engines and program languages such as Hive/Impala, Python, Spark, R, etc.
As a Data Science Engineer, you will:
- Drive the evolution of Data & Services products/platforms with an impact focused on data science and engineering
- Design machine learning systems and self-running artificial intelligence (AI) software to automate predictive models.
- Participate in identification and evaluation of data elements to deliver analytics for product development
- Solve complex problems with multi-layered data sets, as well as optimizing existing machine learning libraries and frameworks.
- Continuously innovate and determine new approaches & technologies to solve business problems and generate business insights & recommendations
- Participate in the development of data and analytic infrastructure for product development
- Partner with roles across the organization including consultants, engineering, and sales to determine the highest priority problems to solve
- Evaluate trade-offs between many possible analytics solutions to a problem, taking into account usability, technical feasibility, timelines, and differing stakeholder opinions to make a decision
- Break large solutions into smaller, releasable milestones to collect data and feedback from product managers, clients, and other stakeholders
- Evangelize releases to users, incorporating feedback, and tracking usage to inform future development
- Ensure proper data governance policies are followed by implementing or validating Data Lineage, Quality checks, classification, etc.
- Work with small, cross-functional teams to define the vision, establish team culture and processes
- Consistently focus on key drivers of organization value and prioritize operational activities accordingly
- Escalate technical errors or bugs detected in project work
- Continuously innovate and determine new approaches, tools, techniques & technologies to solve business problems and generate business insights & recommendations
- Experiment with new tools to streamline the development, testing, deployment, and running of our data pipelines.
- Maintain awareness of relevant industry-standard technical and product trends
- Provide excellent leadership of team members through technical and non-technical mentoring and superior project management over the course of multiple complex assignments
- High proficiency in Python, Spark, SQL
- Preferably with hands-on experience with Hadoop big data tools (Hive, Impala, Spark)
- Motivated, flexible, self-directed, and desire to lead small project teams
- Curiosity, creativity, and excitement for technology and innovation
- Demonstrated quantitative and problem-solving abilities
- Strong project management skills
- Ability to multi-task and strong attention to detail
- Ability to quickly learn and implement new technologies, and perform POC to explore best solution for the problem statement
- Flexibility to work as a member of a matrix based diverse and geographically distributed project teams
- Outstanding communication and organizational skills
The following skills will be a plus:
- Experience with performance Tuning of
-
Data Science Engineer
1 week ago
Singapore GMP Group Full time**Responsibilities**: - Gather and analyze user requirements and translate them to business solutions - Design, write and implement efficient code to preprocess data, train, evaluate, test and deploy models - Plan, manage and lead data science projects - Develop machine learning and deep learning models for production level - Improve and manage existing...
-
Engineer - Data Science
2 weeks ago
Singapore Micron Full time**Our vision is to transform how the world uses information to enrich life for all.** Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it...
-
Data Engineer
1 week ago
Singapore NTT Data Singapore Full time**Competency Required**: - Possess a degree in Computer Science/Information Technology or related fields. - At least 3 years of experience in a role focusing on development and support of data ingestion pipelines. - **Experience with building on data platforms, e.g. Snowflake.**: - **Proficient in SQL and Python.**: - Experience in continuous integration...
-
Data Science Engineer
1 day ago
Singapore beBee Careers Full timeJob Overview">The Data Science Engineer will play a crucial role in the development and enhancement of AI and machine learning models. With a focus on generative applications, this role involves ensuring AI systems are scalable, reliable, and integrated seamlessly within the infrastructure.Key Responsibilities:">Develop and maintain AI solutions;Oversee...
-
Manager, Data Science
3 days ago
Singapore VESTA PAYMENT SOLUTIONS PTE. LTD. Full timeAt Vesta, we envision a world without e-commerce fraud. We’re passionately pursuing that future by building industry leading SaaS solutions for fraud protection and guaranteed e-commerce payments to a global customer base. We are headquartered in Portland, Oregon with offices in the US, Singapore, Ireland and Mexico. Our Machine Learning team is seeking a...
-
data science engineer
3 weeks ago
Singapore MICRON SEMICONDUCTOR ASIA OPERATIONS PTE. LTD. Full timeRoles & ResponsibilitiesAs a Data Science Engineer at Micron, you will employ techniques and theories drawn from areas of mathematics, statistics, semiconductor physics, materials science, and information technology to uncover patterns in data from which predictive models, actionable insights, and solutions can be developed.Join us to embark your career...
-
Data Science Engineer
3 days ago
Singapore POINT OF ENTRY PTE. LTD. Full time**Type of Hire - Perm role (Remote)**: **About Position** Data science is a key part of strategic decision-making at Client in the areas of marketing, fraud prevention and credit risk management, and product development. The _Data Science Foundations _team is looking for a **Data Science Engineer **with a passion for building scalable, robust, and flexible...
-
Staff Data Science Engineer
2 weeks ago
Singapore Micron Full time**Our vision is to transform how the world uses information to enrich life for all.** Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it...
-
Data Scientist
2 days ago
Singapore EVYD RESEARCH PRIVATE LIMITED Full time**IN BRIEF** Provide data processing, mining, analysis, and modelling in medical domain to support Project deliveries and develop EVYD Core Technology **KEY RESPONSIBILITIES**: - Perform data pre-processing, feature engineering, and build data science models to address the medical related use case - Communicate with internal and external clients to...
-
Data Engineer
7 days ago
Singapore NTT Data Singapore Full time**The primary responsibilities**: - Lead architecture design, develop, document, and implement end-to-end data pipelines and data-driven solutions. - Define roadmap to transform data architecture focusing on scalability, performance, and stability for the entire data lifecycle; - Build data flow for data acquisition, aggregation, and modelling, using both...