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Jobs that require operation research skill

PrimeStaff Management Services Pte Ltd
26Mar
Senior Researcher | Basic Up To 6,500 + Bonus
PrimeStaff Management Services Pte Ltd   via Monster

Responsibilities

Work with cross functional team members to Research, design, implement and validate cutting-edge algorithms to analyze diverse sources of data to achieve targeted outcomes.

Conduct R&D of social solution to create new social value for finding out customers/social problems from customer's data(video images, acoustic data, text data, sensing data, etc.) and creating way to solve customer’s issues by utilizing existing analytic technologies.

Expertise in standard statistical algorithms and data analytics    Read more

technologies

Any other ad-hoc duties as required or assigned

Requirements:

Ph.D. or Master’s Degree in Computer Science, Operations Research, Applied Statistics, Data Mining, Machine Learning, Physics or a related quantitative discipline

At least 5 years’ experience in a relevant capacity

Deep understanding of statistical and predictive modeling concepts, machine-learning approaches, clustering and classification techniques, and recommendation and optimization algorithms

Expert in analyzing large, complex, multi-dimensional datasets with a variety of tools

Good knowledge and experience in database technologies

Good programming skills in C/C++, Java, Python and/or R

Good experience in the use of statistical analysis environments such as R, MATLAB, SPSS or SAS preferred

Good experience with BI tools such as Power BI, Tableau and Microstrategy, or the equivalent

EAP No.: R1766065

EA Licence No.: 95C5411

Skills
Singapore General Hospital
24Mar
Senior / Executive, Process Transformation And Improvement
Singapore General Hospital   via Singapore General Hospital



Job Description

The Executive will be managing transformational improvement projects that are aligned to the hospital's strategies through operations analytics and streamlining of work processes and will also be working with stakeholders in achieving agreed upon goals and objectives through excellent project management and the use of suitable methodologies such as Lean, Six Stigma, PDSA. The Executive is also expected to facilitate at quality improvement related workshops. The Executive    Read more

may also be required to assist the Manager in maintaining the systems and governance of all quality improvement (OI) projects in the hospital. Lastly, the Executive may be required to oversee secretariat duties to the hospital's Quality Network (QN) as port of portfolio rotation.


Job Requirements

Degree in Business Administration / Industrial Engineering / Operations Research/ Healthcare Related studies, preferably with minimum 2 years of related experience.

Experience in implementation of operational improvement initiatives preferred.

Excellent interpersonal skills.

Good presentation skills and able to write well.

Excellent analytical skills and proficiency with Microsoft Excel

Healthcare Experience will be preferred..

Skills
Singapore Management University
21Mar
Research Scientist (1-Year Contract), Fujitsu-Smu Urban Computing & Engineering Corp Lab (Unicen)
Singapore Management University   via JobsCentral



Roles & Responsibilities

COMPANY DESCRIPTION

Singapore Management University is a place where high-level professionalism blends together with a healthy informality. The 'family-like' atmosphere among the SMU community fosters a culture where employees work, plan, organise and play together – building a strong collegiality and morale within the university.

Our commitment to attract and retain talent is ongoing. We offer attractive benefits and welfare, competitive compensation packages, and generous professional development    Read more

opportunities – all to meet the work-life needs of our staff. No wonder, then, that SMU continues to be given numerous awards and recognition for its human resource excellence.

RESPONSIBILITIES

The Research Scientist will be working with a research team to advance the state of the art in urban logistics focusing on building both the optimization model and a prototype that will be ready for field trials

The Research Scientist is expected to play an important role in co-leading the project and interact with multiple stakeholders, including logistics providers and government authorities

Our urban logistics platform is designed to provide coordinated last-mile deliveries among service providers under a myriad of complex constraints

Requirements

PhD in AI; Operations Research; Computer Science or related fields

Proficient in Java programming and have research background in logistics / transportation

Excellent written and oral communication skills

Self-motivated and able to multi-task and carry out tasks independently

Excellent team player and strong inter-personal skills

Skills
Singapore Management University
21Mar
Research Scientist (1-Year Contract), Fujitsu-Smu Urban Computing & Engineering Corp Lab (Unicen)
Singapore Management University   via JobsCentral



The Research Scientist will be working with a research team to advance the state of the art in urban logistics focusing on building both the optimization model and a prototype that will be ready for field trials

The Research Scientist is expected to play an important role in co-leading the project and interact with multiple stakeholders, including logistics providers and government authorities

Our urban logistics platform is designed to provide    Read more

coordinated last-mile deliveries among service providers under a myriad of complex constraints

Qualification

PhD in AI; Operations Research; Computer Science or related fields

Proficient in Java programming and have research background in logistics / transportation

Excellent written and oral communication skills

Self-motivated and able to multi-task and carry out tasks independently

Excellent team player and strong inter-personal skills

Skills
Thame's Human Resources Pte Ltd
21Mar
Ecommerce Analyst (Branded Fmcg Retail Mnc)
Thame's Human Resources Pte Ltd   via JobsCentral



A premium lifestyle FMCG retailer is seeking talented and experience eCommerce Analyst to join their Singapore team.

This role will

usetechniques such as business rules, algorithms, machine learning and computational modelling procedures to provide prescriptive analysis

examine and analyse data or content against inputs from both historical web analytics / transactional data and real-time data feeds

wprovide E2E eCommerce Funnel analysis with recommendation to support the eChannel Strategy

Key responsibilities

Analyse    Read more

& identify possible courses of action to maximize performance across the multiple online customer journeys

Leverage on models to contextualize KPIs and provide insights and trends in the context of market's Digital Strategy (Marketing campaign effectiveness, E-Merchandising effectiveness, Conversion analysis, Page flow analysis, Customer segmentation based on behavior on the website, etc.) by using various analysis techniques such as clustering, graph theory applications, etc.

Validate statistical relevance of local A/B hypothesis & tests

Build revenue forecast model to support Ecommerce operations

Implement and maintain forecasting models to ensure accurate prescriptive analysis

Leverage internal and external data to build insights and support business decision making

Perform periodic web analysis for eChannel Strategy and targets settings

Provide ad-hoc analysis with insights and recommendations to improve our campaigns, animation, e-merchandising and online experience effectiveness

Deliver reports & dashboards to monitor the digital performance of the eChannel

Ensure that the relevant formulae are implemented based on historical data, seasonality & business variables

Define the relevant variables together with key stakeholders

Ensure the correct tracking of web pages, content and customer journeys - Produce Monthly/Quarterly/Annual eBusiness KPI reports and dashboards with associated insights and recommendations and shares with market's and HQ stakeholders

Web Analytics Advocacy :

Foster a data-driven mindset among market's Digital stakeholders

Promote a culture of relevant testing within the organization/team

Build awareness of existing Digital Analytics solutions and strategy

Share Web Analytics insights and recommendation at market level and to the Global Community through available sharing platforms

Requirements

Diploma or Degree in quantitative field such as Statistics, Mathematics, Econometrics, Applied Analytics, Operations Research, Accounting, Business Management, Economics, or Finance required

Min 1 years in data analysis / data modeling including clustering, graph theory applications (if possible involving eCommerce/web or retail datasets)

Excellent communication skills (both spoken and written in English)

Familiarity and certification with Google Analytics Premium or equivalent is a must

Hands on experience with a data analysis toolkit (Python, R), including data extraction/cleanup and data analysis

Experience leveraging data visualization tools such as PowerBi/DataStudio, to turn analysis into readily accessible insight to be reported in an easy way to understand by non data expert population

Proven experience to set and develop a data-driven mindset in a company, including experience in data driven continuous improvement and A/B testing

Proven ability to work with different sources of data (SQL, APIs, flat files, etc...)

Understanding of web architecture and technologies (HTML, JS) is an asset

Curiosity and ability to generate creative ideas

Energized by tough challenges

Team worker & have strong ability to understand business context

Work location : East

Selected candidate will be awarded with a competitive compensation package and a rewarding career. Please click "Apply" to submit your application with your full cv and include your current/last drawn salary, expected salary, your availability/notice period, motivation factors for your next career move and a recent passport size photo.

For any enquiries, please write to laypeng(a)thameshr.com (Reg No. R1217654)

We thank you for your interest in this application and regret that only short-listed candidates are notified

Skills
Ministry of Health
21Mar
Senior Assistant Director / Assistant Director (Resourcing & Retention)
Ministry of Health   via Careers@Gov



Responsibilities

You will lead a team to develop and review manpower policies (resourcing and retention) for healthcare professionals (doctors, dentists, nurses, pharmacists, allied health professionals) and other public healthcare staff to ensure adequate and qualified manpower for the public acute healthcare sector in Singapore.

Requirements

Relevant working experience in policy formulation, public health administration or in the healthcare industry would be preferred.Experience or training in human resource management or operations research    Read more

would be an added advantage

Possess good critical thinking, data analysis and problem solving skills

Good writing and communication skills

Good interpersonal and stakeholder management skills, able to build rapport with others, and lead a team

If you are shortlisted for the position(s), you should hear from us within 30 days of the closing date of the advertisement.

Skills
K2 Partnering Solutions Pte Ltd
20Mar
Senior/Software Engineer - Vehicle Routing Problem (Robotics)
K2 Partnering Solutions Pte Ltd   via Monster

Responsibilities

Design, develop, simulate and test Vehicle Routing Problem (VRP) algorithms

Generate data and incorporate results from simulation into planning

Optimise transport cycles and schedules of a mobile robotic fleet

Incorporate constraints of refuelling, robot capacityRequirements

Bachelor or higher in Computer Science/Engineering or equivalent

Minimum 3 years of experience working on real time VRP (Vehicle Routing Problem) problems

A solid foundation in computer science, with strong competencies in algorithms, data    Read more

structures, objects oriented programming, design patterns, multi-threaded programming, and software design principles

Strong programming abilities in C++/Python

Experience in developing real-time and distributed systems

Experience in operations research/simulation

Experience in test-driven development, continuous deployment, and thoughtful application of monitoring and alerting

Experience with version control, Git preferred

Development and deployment of applications in Linux (Ubuntu/Redhat, etc)

Knowledge of Robot Operating System(ROS) and FastRTPS is preferred --Experience in Deep Learning

Hands-On experience on any one RDBMS/No SQL

Experience in working with DDS

Experience using JavaScript frameworks like React, Ember, or Angular

Experience with programming for the Web (HTTP, REST, XMLRPC, etc)

Skills
CISCO SYSTEMS (USA) PTE. LTD.
20Mar
Data Science Manager
CISCO SYSTEMS (USA) PTE. LTD.   via JobsCentral



Roles & Responsibilities

What You'll Do

As a Data Science Manager, you will:

Identify opportunities to impact Cisco’s strategy, operations, and execution with data science insights

Lead complex analytics programs, working with multi-functional teams

Be the problem-solver and catalyst that will help business teams make better decisions using Data and Analytics

Bring an inter-disciplinary skillset of Applied Math, Technology and Business

Lead, mentor, and grow a team of data scientists

Lead teams of data scientists/analysts to    Read more

design, build, and operationalize models using the latest in AI/ML techniques to deliver meaningful solutions

Develop Data Products/Services across Descriptive, Inquisitive and Predictive Analytics to improve business processes and drive tangible business outcomes

Guide the team to make the right technical trade-offs to meet long term/short-term business needs

Above all, come with a curious mind and a passionate learning mindset

Who You'll Work With

We are building a best-in-class team of passionate, result oriented problem solvers with the aim of enabling better data-driven decisions and thereby creating business impact.

We operate as a startup: work hard, learn every single day, focus on doing measurable and impactful work; and have lots of fun along the way

Requirements

Who You Are

Do you thrive in a multi-tasking, rapid prototyping, and agile development environment? You bring the ability to draw conclusions from data and recommend actions. Good interpersonal skills are an important part of what you bring to this role.

Our minimum requirements for this role:

BS/BA in an analytical or technical field (e.g. Math, Statistics, Data Science, Computer Science, Operations Research, Physics, or Engineering).MS/PhD with a strong Quantitative focus preferred.

6-8 years of industry experience in Advanced Analytics/Data science. Consulting experience (especially analytics consulting) a plus

2+ years of direct report leadership experience of analytical teams, with a record of producing successful data science solutions that deliver benefit to business

You are skilled at defining problem statements, breaking down complex or fuzzy business problems into analytical questions, quantifying the impact to the business, synthesizing data to “tell the story,” and recommending solutions

Ability to manage multiple projects and execute to aggressive timelines

Passion for leadership/mentorship of team members

Excellent statistical understanding and experience with ML algorithms including regression, clustering, classification, decision trees, time series forecasting, neural networks, deep learning, etc.

Experience with Python, R, SQL languages in analytical contexts

Experience with large data sets and distributed computing, data warehousing, data integration, and ETL tools (e.g. Teradata, Hadoop, Hive, Spark, SAP HANA)

Understanding of tools and infrastructure needed to support data science efforts.Bonus for cloud technologies e.g. Google Cloud Platform, AWS, Azure

Experience with visualization tools, e.g. D3, Angular, Shiny, Tableau, Qlik, Data Studio, etc.

Why Cisco

At Cisco, each person brings their unique talents to work as a team and make a difference.

Yes, our technology changes the way the world works, lives, plays and learns, but our edge comes from our people.

We connect everything – people, process, data and things – and we use those connections to change our world for the better.

We innovate everywhere - From launching a new era of networking that adapts, learns and protects, to building Cisco Services that accelerate businesses and business results. Our technology powers entertainment, retail, healthcare, education and more – from Smart Cities to your everyday devices.

We benefit everyone - We do all of this while striving for a culture that empowers every person to be the difference, at work and in our communities.

Colorful hair? Don’t care. Tattoos? Show off your ink. Like polka dots? That’s cool. Pop culture geek? Many of us are. Be you, with us! #WeAreCisco

Cisco is an Affirmative Action and Equal Opportunity Employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, gender, sexual orientation, national origin, genetic information, age, disability, veteran status, or any other legally protected basis.

Cisco will consider for employment, on a case by case basis, qualified applicants with arrest and conviction records

Skills
MOZAT PTE. LTD.
20Mar
Data Analysis Engineer
MOZAT PTE. LTD.   via JobsCentral



Roles & Responsibilities

Job Responsibilities:

1. Establish a business analysis framework to provide quality data support for operational decisions and business strategies;

2. Data monitoring can quickly and accurately identify problems and communicate with business departments through in-depth analysis;

3. Establish data output, evaluation, application models for the business scenario, and continue to correct and optimize;

4. Handling business-related temporary data query requirements

Requirements

Job Requirements:

1. Bachelor degree or above in mathematics, statistics, computer software,    Read more

management information system, operations research, etc., 1-2 years of data analysis work experience;

2. Good business sensitivity and data analysis skills to apply innovative and practical analytical methods to solve complex business problems

3. Familiar with spark, hive, hadoop;

4. Familiar with statistic analysis software such as python, jupyter, excel, ppt, familiar with SQL, familiar with common algorithms for data mining;

5. Have strong logic, good communication expression and organizational coordination ability;

6. Excellent teamwork spirit, honesty, diligence and rigor;

Skills
Micron
19Mar
Fab10 Data Scientist
Micron   via Micron



Req. ID: 103043

Responsibilities:

Align to, Understand, and Prioritize Analytic Goals to Address Business Opportunities and Value

•Maintain an intimate understanding of company and department strategy

•Understand the business objectives in order to develop or establish success criteria metrics

•Translate business problems into one or more data science projects/solutions

Lead Efforts to Identify Signals in Data that Address Use Cases

•Understand business processes (data sources and meaning)

•Manage and optimize data discovery and cleansing

•Understand and    Read more

collect relevant data

•Identify new data sources in the network that will create new insights to business needs

•Explore relevant data through visualization and statistical methods

Collect, Organize, and Prepare Data for Analysis

•Work with various volumes of data from multiple disparate sources and perform data analysis and mining to generate solutions to business problems

•Ensure processes taken to maintain data integrity

•Understand available data and what data is relevant

•Collaborate with data architects (IS engineers, BI engineers, DBAs, etc.) to ensure that data needed is available

•Develop and automate ETL jobs for various volumes of data

Uncover Patterns in Data, Develop Models, and Evaluate Validity of Solutions

•Develop expertise in data mining and analytic methods

•Determine statistical validity and significance (pick out signals from noise)

•Identify and apply appropriate analytical models

•Evaluate results using statistical methods and improve the model where appropriate

•Develop predictive models

Deploy Data Science Models into Business Processes

•Present findings and deliver recommendations using effective presentation and data visualization techniques

•Collaborate with software engineers to deploy data science solutions into production applications

•Ensure that the models are easy to support and maintain

•Regularly review deployed models and monitor for continual improvement

•Validate that the business value has been met

Requirements:

Doctorate Degree or equivalent experience in Statistics/Physics/Computer Science/Engineering/Operations Research/Applied Maths

Good knowledge in programming and statistics.

Excellent code writing abilities.

Experience in Data-mining and yield analysis.

Experience in developing application and data-source in Hadoop big data platform will be advantageous.

Location: Woodlands ( 1, Woodlands Industrial Park D, Street 1, Singapore 738799/ 1, North Coast Drive, Singapore 757432)

We recruit, hire, train, promote, discipline and provide other conditions of employment without regard to a person's race, color, religion, sex, age, national origin, disability, sexual orientation, gender identity and expression, pregnancy, veteran’s status, or other classifications protected under law.This includes providing reasonable accommodation for team members' disabilities or religious beliefs and practices.

Each manager, supervisor and team member is responsible for carrying out this policy. The EEO Administrator in Human Resources is responsible for administration of this policy. The administrator will monitor compliance and is available to answer any questions on EEO matters.

To request assistance with the application process, please contact Micron’s Human Resources Department at 1-800-336-8918 (or 208-368-4748).

Keywords:Singapore || Central Singapore (SG-01) || Singapore (SG) || Frontend Manufacturing || Experienced || Regular || Engineering || #LI-SING� ||

Skills