Data Science Manager Resume Sample
Jordi Mueller
863 Bednar Shores,
Philadelphia,
PA
+1 (555) 459 1671
Work Experience
Data Science Manager
10/2017
-
PRESENT
Houston, TX
- Experience with data science technologies like Hadoop, Hive, Spark, and SQL (Postgres, HiveQL, Vertica SQL)
- Demonstrable domain expertise in product metric identification, improving data quality, A/B testing, and experimentation design and execution
- The ability to create structure from ambiguity. The opportunity for Uber in the customer support is massive but nascent - we’re looking for somebody interested in building a new foundation and scaling from there
- Lead the Data Science team, which is responsible for developing empirically-based algorithms that can be scaled for applications in Fraud Detection, Personalization, Ticket Recommendations, and other high-return-on-effort applications as needed
- Inspire your direct reports to continually develop and apply skills relevant to the space, including machine learning and statistical modeling techniques and Python programming skills on Apache Spark, as well as sound business judgment and communication skills
- Designs and evaluate the results of controlled experiments to optimize elements of our offering; advise others with respect to their experimental designs
- Play a leadership role in areas such as
- Specifying improvements to our Hadoop/HDFS based analytical environment
Senior Data Science Manager
06/2014
-
07/2017
San Francisco, CA
- Training the Data Science and Analytics teams, and other adequately-prepared power users elsewhere in the company
- Regularly attend key initiative standups, proactively advising on opportunities to apply and the best approach to apply underlying empirical algorithms developed by your team
- Develop and support StubHub’s relationship with UC Berkeley’s Data Science Industry Alliance Program (Department of Statistics)
- Oversees the design and delivery of complex technical projects
- Works directly with business partners to develop, communicate and execute on projects
- Continually monitors and anticipates resource needs and makes proactive recommendations and oversees day to day operations
- Provides strategic direction and takes accountability for requirements, procedures and standards
- Provides effective, real-time performance management feedback, coaching and mentoring
- Prioritizes talent cultivation, retention and succession planning
CIB CAO Data Science Manager
01/2010
-
04/2014
Phoenix, AZ
- Demonstrates influential leadership and leads by example when handling ambiguous and difficult situations
- Drives effective use of budget
- Provides leadership in advanced engineering, data science and analytics in the development of current or future products, technologies or services
- Lead a team of data scientists to design, prototype, implement and test predictive and prescriptive analytic models
- Partner with Data Engineers and Project Managers to deliver end-to-end solutions
- Partner with cross-functional teams to identify and explore opportunities for the application of machine learning
- Build and/or utilize toolsets and set up processes for extracting information from unstructured data streams
- Provides technical guidance and mentoring to business insight and visualization teams, as needed
- With predictive modeling techniques and experience in leading predictive modeling initiatives
Education
Silicon Valley University
2004 - 2009
Science's Degree in Computer Science
Professional Skills
- Strong skills in SQL and proven experience working with at least one of the major databases platforms (SQLServer, Oracle, DB2, MySQL, Sybase, or Postgres)
- Strong interpersonal skills with the desire to share knowledge and skills
- Strong written & verbal communication and presentation skills, with experience crafting a compelling narrative supported by data
- Development experience with R and 2 years of experience in R Shiny and Strong AWS understanding and experience
- Proven presentation skills, including strong oral and written capabilities
- Excellent communication skills with demonstrated success in presenting complex data and analysis in a clear compelling manner that inspires action
- Excellent team-oriented interpersonal skills and demonstrated leadership
How to write Data Science Manager Resume
Data Science Manager role is responsible for business, programming, analytical, modeling, analysis, technical, analytics, presentation, leadership, sql.
To write great resume for data science manager job, your resume must include:
- Your contact information
- Work experience
- Education
- Skill listing
Contact Information For Data Science Manager Resume
The section contact information is important in your data science manager resume. The recruiter has to be able to contact you ASAP if they like to offer you the job. This is why you need to provide your:
- First and last name
- Telephone number
Work Experience in Your Data Science Manager Resume
The section work experience is an essential part of your data science manager resume. It’s the one thing the recruiter really cares about and pays the most attention to.
This section, however, is not just a list of your previous data science manager responsibilities. It's meant to present you as a wholesome candidate by showcasing your relevant accomplishments and should be tailored specifically to the particular data science manager position you're applying to.
The work experience section should be the detailed summary of your latest 3 or 4 positions.
Representative Data Science Manager resume experience can include:
- Business application of the following techniques hierarchical Bayesian, Markov chain Monte Carlo, random forests, generalized boosted models, generalized additive models, neural networks, time-series forecasting, game theory, conditional probabilities or other similar approaches
- Solid SQL skills and experience in relational databases/data warehouses is desired
- Strong team and business communication skills – can walk through approach with technical clients or explain tricky concepts to non-technical people
- Excellent communication and presentation skills, proficiency in data interpretation, delivering messages with impact to internal and external customers
- Excellent team-oriented and interpersonal skills
- Strong stakeholder skills as well the ability to translate technical information to a non-technical audience
Education on a Data Science Manager Resume
Make sure to make education a priority on your data science manager resume. If you’ve been working for a few years and have a few solid positions to show, put your education after your data science manager experience. For example, if you have a Ph.D in Neuroscience and a Master's in the same sphere, just list your Ph.D. Besides the doctorate, Master’s degrees go next, followed by Bachelor’s and finally, Associate’s degree.
Additional details to include:
- School you graduated from
- Major/ minor
- Year of graduation
- Location of school
These are the four additional pieces of information you should mention when listing your education on your resume.
Professional Skills in Data Science Manager Resume
When listing skills on your data science manager resume, remember always to be honest about your level of ability. Include the Skills section after experience.
Present the most important skills in your resume, there's a list of typical data science manager skills:
- Strong people management skills including mentoring, people development, and motivation
- Strong programming skills in Java, Python, or similar language
- Outstanding analytical and problem solving skills are essential
- Programming experience with Python, R, or SAS and experience with ML libraries like scikit-learn, MLib, or TensorFlow
- Experience working with large datasets, experience working with distributed computing tools (Spark, Hive, etc.)
- Experience hiring and leading experienced scientists as well as a successful record of developing junior members to a successful career track
List of Typical Experience For a Data Science Manager Resume
1
Experience For Data Science Manager Resume
- Experience managing and mentoring data scientists of varied experience levels
- Knowledge of Big Data, Data Integration, Machine Learning, Forensics, intermediate level of Software Development and Automation skills
- Prior experience with Digital, ISO, PA, Marketing, Sales and other business organizations on their analytical needs
- Demonstrated experience in a leadership capacity
- Experience working with big data distributed programming languages, and ecosystems (e.g. S3, EC2, Hadoop/MapReduce, Pig, Hive, Spark, SAP HANA ect.)
- Experience programming in R, SQL, Python
- Industry experience deriving insights from large datasets with appropriate statistical techniques
- Extensive experience in Digital and Cross Channel Analytics using Discovery and Data Science
- Facilitate data-driven and informed decision making and prioritization
2
Experience For Senior Data Science Manager Resume
- Experience in conducting analyses to drive business impact
- Experience communicating with business leaders and cross-functional stakeholders
- Test and validate models to make sure models are meeting mnimum quality standards
- Experience leading product management for datasets leveraged in your analyses
- Proven track record in building a team of data scientists and data domain experts
- Experienced professional role providing specialized guidance/ assistance to function supported
- Demonstrated resource planning
- Leverage Accenture’s international network and knowledge capital for Analytics by using proven assets and methodologies
- Identify and lead the upskilling of the wider team in new technologies and tools
3
Experience For Principal Data Science Manager Resume
- Oversees the testing and validation of statistical models
- Experience with common analysis tools - Python, R, and SQL. Demonstrable familiarity with code and programming concepts
- PhD and at least 5 years’ experience in open source programming languages for large scale data analysis
- Experience in open source programming languages for large scale data analysis
- Experience with machine learning
4
Experience For CIB CAO Data Science Manager Resume
- Experience with R/Python or another programming language (C++, SAS, Matlab etc.)
- Experience with well-known quantitative techniques such as regression, significance testing, multivariate analysis
- Demonstrated application of advanced techniques in a business setting with impactful results
- Experience with personalization models, machine learning, Bayesian Methods or Optimization
- An excellent opportunity to get on board within a fast growing segment within a larger, successful business
- Proven knowledge of advanced technique such as GLM, GAM, Machine Learning algorithms, decision trees, etc
- Build strong partnerships and networks with external stakeholders
- Demonstrate the principles of the Credo and hold others accountable to do the same
5
Experience For Healthcare Data Science Manager Resume
- Strong Managerial and Technical leadership capabilities
- Balance long term strategic priorities with short term tactical needs
- Evidence of technical and team leadership in a previous position
- Experience in Data Science or related fields
- Experience with cloud analytics platforms such as Microsoft Azure/AWS/Google Cloud Platform
- Lead and prioritize deep dives into our data to uncover new product and business opportunities
6
Experience For Accenture Research Data Science Manager Resume
- Hands-on technical experience in a data science role or equivalent
- Professional work experience as a data scientist or on advanced analytics / statistics projects
- Experience with PowerPoint and ability to clearly articulate findings and present solutions
- Experience working in Python, particularly tools like scikit, numpy, nltk, pandas, or gensim
- Manage priorities of insight projects across the brands
7
Experience For BG Data Science Manager Resume
- Demonstrated capacity to directly impact product and business problems
- Formulating hypotheses for testing and designing experiments to capture new data
- Organizing, controlling and representing the analytics related efforts in the Data Science team
- Performing SQL development, data analytics and programming/scripting, especially Python, Java, C#, C++, Python, .NET, VB, etc.
- Managing the Data Science team’s backlog by collaborating with value owners and product architects
8
Experience For Data Science Manager, Search Resume
- Selecting methods for performing advanced data analysis
- Directing and executing multiple medium to large analytic projects along with rest of the
- Partnering with and supporting other data teams (esp in SF) on their APAC-related deep dives
- Leading and growing a data science team
- Applying appropriate analytic tools, building algorithms and methodologies
- Distilling and presenting analytic results to a non-technical audience
- Developing relationships with third party experts in data science, building best practice for British Gas customer analytics
- Understanding of Test Driven Development (TDD)
9
Experience For Predix Data Science Manager Resume
- Working knowledge of SQL and common data science toolkits : Python, R, Spark, Matlab
- Delivering data and BI/analytics driven engagements
- Ensuring consistent and reliable data access across countries in the region
- Performing deep dives into business performance
- Partnering with the APAC leadership team to drive strategy
- Directing the execution of
- Performing in development language environments
- Working closely with Data Science teams across Centrica to develop cross organisation data science capability
10
Experience For Data Science Manager, Pricing Resume
- Responsible for supervising a team of employees including the planning and delegation of work and training and counseling employees
- Act as the subject matter expert for anything statistics-based (from shallow learning methods to deep learning and reinforcement learning)
- Lead data stewardship activities for the GCD statistics team including strategy for accessing, linking and analyzing internal and external large databases
- Manage performance of employees including setting objectives and assessing performance
- Responsible for developing CDW’s marketing analytics R&D roadmap and leading analytics innovation across departments
List of Typical Skills For a Data Science Manager Resume
1
Skills For Data Science Manager Resume
- Strong programming skills, including in Python (mandatory) and R (beneficial)
- Strong programming skills in Scala, Python or similar languages
- Proven skills in translating
- Working experience with relational database management system (RDBMS) and a strong knowledge of SQL
- Work effectively with engineering partners to meet the data needs of the business, translating business needs into analytical requirements
- Strong data modeling experience using Python or R
- Demonstrate proven delivery of successful projects as well as presenting and translating into real business strategy
- Solid data and analytics toolkit with experience in programming, algorithmic problem solving, data structures and software design
- Exceptional troubleshooting skills and thriving in high-expectation scenario with many stakeholders
2
Skills For Senior Data Science Manager Resume
- Established professional communication, presentation, and influencing skills
- Industry experience in data analytics and quantitative modeling with significant work experience as a technical contributor
- A combination of advanced statistical/mathematical skills and an interest in driving business impact through actionable insight
- Solid experience in managing teams on internal/external delivery of short to long term projects
- Proven working knowledge of Artificial Intelligence experience
- Demonstrated ability to handle multiple priorities & projects
- Extract insights to identify growth opportunities and effectively communicate outcomes and recommendations
- Strong work experience in Life Sciences industry and statistical analysis
3
Skills For Principal Data Science Manager Resume
- Programming skills in Python, Java/Scala, and SQL, and comfort with advanced analytics tools such as Pandas, R, Spark, and Tableau
- Experience using tools for statistical analysis and programming (e.g., SAS, R, Python,) and querying (e.g., SQL/HIVE/SPARK)
- Deep understanding of statistical theory and applications. Practical experience working with and conducting experiments on large datasets
- Experience with big data platforms, merging, analyzing, and presenting insights from multiple databases/platforms/sources
- Experience in producing and operationalizing Machine Learning Models in a production system
- Hands-on experience in analyzing data through statistical modelling and machine learning to tackle business questions
- Applied Knowledge: 5+ years of experience in applying Statistical and Machine Learning techniques to solving business problems in an operations environment
4
Skills For CIB CAO Data Science Manager Resume
- The skill of presenting complicated data in a way that allows the audience to focus on the underlying trends and insights
- Experience working with data mining tools such as SAS, Python, SPSS, and R
- At least four years experience leading a dedicated team of data and machine learning scientists
- Experience using at least one of the following technologies: R, Python, RapidMiner, SAS, SPSS, KNIME
- 10+years of industry work experience in managing and leading data scientist projects
- Lead a team of data scientists and analysts in providing rich analysis, reporting and recommendations to guide the evolution of our customer experience
5
Skills For Healthcare Data Science Manager Resume
- Strong track record in solving analytical problems using quantitative and statistical approaches
- Experienced knowledge working in Microsoft Azure and applying Cortana to develop scaled analytic models in the cloud
- Demonstrated understanding of key players and concepts in eCommerce and/or digital marketing
- Hands on experience working with Big data ideally clickstream data in high data volume sectors such as ecommerce, gaming, social network etc
- Experience working with commercial and/or open source statistics and data mining packages
- Experience managing and scaling 5-20 person teams
- Demonstrably strong data science modeling intuition and feature engineering creativity
6
Skills For Accenture Research Data Science Manager Resume
- Experience using at least one of the following technologies: R, Python, AzureML, CNTK, SAS, SPSS
- Proven ability to develop and implement sophisticated data mining & modelling solutions
- Experience in managing and mentoring others
- Demonstrated leadership in applying and scaling Analytic techniques to deliver actionable insights from data
- Experience mentoring/leading other data scientists required
- Experience managing Machine Learning Scientists, Data Scientists, Research Scientists, Applied Scientists, and/or Economists
- Experience managing data scientists, including intermediate managers
- Experience in scripting and programming languages (i.e. Python/R)
7
Skills For BG Data Science Manager Resume
- Experience with Unstructured data preferably Natural Language Processing (NLP) and/or Image Processing/Computer Vision
- Experience with building machine learning analytical models
- Experience building and managing data science teams
- Experience in software engineering and bringing algorithmic code to production
- Experience managing a high performing team of data scientists
- Significant experience coding and maintaining predictive algorithms
8
Skills For Data Science Manager, Search Resume
- . Hands on experience with Machine Learning, Statistics and Optimization
- Strong sense of ownership, relentless curiosity, and self-driven approach to problem solving
- Experience working with digital product platforms (e-comm, chat etc)
- Strong working knowledge of relational databases (i.e. MS Access and SQL)
- Experience with large data sets and distributed computing
- CV and cover letter, highlighting which of the above areas are your strongest
- CV and cover letter, highlighting which of the areas are your strongest
- Experience in data science and/or advanced analytics strategic analysis, including
- Have hands-on experience with graph modelling and computational network models
9
Skills For Predix Data Science Manager Resume
- Experience with one or more statistical or machine learning software such as R, Python, etc
- Proven track record of practicing data science at scale
- Extensive experience using SQL in a variety of RDMS environments
- Experience working with product and business partners to deliver actionable products beyond theoretical use cases
- Hands on experience with one or more data analytics/programming tools such as SAS/Salford SPM/Hadoop/R/SQL/Python/Hive
- Extensive experience using SQL in a variety of RDMS environments required
- Experience in managing data science teams
10
Skills For Data Science Manager, Pricing Resume
- Experience in popular reporting technologies like Tableau, Looker, D3, Highcharts
- Proven abilities to procure data, report information and interpret results to varying levels of management and functional groups
- Strong business acumen with an understanding of profit, terms, finance and return on investment elements
- Drive business value; prioritize initiatives to ensure delivery of business value while continuing to build out the team’s core competencies
- Strong understanding of data warehouse and data integration architectures and tools
- Experience with any of the following is desirable
- Experience running project and resources
- Experience in applied data analysis & prediction, preferably in an industry setting
List of Typical Responsibilities For a Data Science Manager Resume
1
Responsibilities For Data Science Manager Resume
- Communication skills to work with partners on engineering, product and business teams
- Relevant experience with a proven track record of leveraging analytics and large amounts of data to drive significant business impact
- Experience in assessing and recommending easy to use, quick to evolve, simple to maintain, and scalable to perform, BI platform with ML/DS capabilities
- Management experience building and leading data science teams
- Skilled at running cross-functional relationships and communicating with leadership across multiple organizations
2
Responsibilities For Senior Data Science Manager Resume
- Analytical Software: Experience designing solutions with analytical tools: SQL, SAS, R, Excel, etc
- Proven track record of developing innovative statistical analyses
- Experience working within a Big Data platform
- Experience in Perl, Python, or another scripting language; command line usage
- Experience in a Data Science or Analytics Manager role
- Manage analytics roadmap, priorities, and related projects
- Experience with dashboards, business intelligence tools, and visualization solutions (e.g., Tableau, Qlik, Shiny) is desired
- Lead and conduct deep-dive analyses to identify needs and priorities of the SMB business
3
Responsibilities For Principal Data Science Manager Resume
- Develop strong cross-functional partnerships across Facebook to drive our team’s success
- 3+ yrs of software development experience
- Neo4J development experience
- Demonstrated ability to build and lead a great data science team
- Experience in a Data Science or Data Analytics role
- Is well versed and experienced in Advanced Analytics and Program Delivery
- An experienced analytical person who can synthesize deep product and business knowledge
- Experience with relational databases
4
Responsibilities For CIB CAO Data Science Manager Resume
- Experience with relational databases
- Experience with SQL
- Domain experience in Customer Applications
- Working knowledge of database development or management and relational structure
- Drive new analytics, reporting and automation capabilities including the use of advanced statistical algorithms and Machine Learning
- Operationalize data science analysis based on cutting edge techniques in machine learning, semantic analysis, data mining, experimentation, statistics, et al
- Extract actionable insights from huge volumes of rich data using data mining, statistics, and database techniques
5
Responsibilities For Healthcare Data Science Manager Resume
- Provide training, documentation and other assistance to Bain’s consulting staff to support and expand the use of data science analytics
- Comprehensive understanding of McKesson’s data environment; design data strategies; perform data extract and reporting activities
- Hands on developer, focused on designing and building backend
- Collect business requirements for reporting and dashboarding
- Contribute to the design of investing strategies on economic predictions through multiple investing paradigms
- Contribute to data sourcing strategy across multiple industry data verticals supporting our prediction efforts
- Proactively identifying and sizing business opportunities and growth drivers
6
Responsibilities For Accenture Research Data Science Manager Resume
- Create server based visualization applications that use machine learning and predictive analytic to bring new insights and solution to the business
- Adapt to existing methods and procedures from the client and proposing alternative solutions
- Work with cross-functional partners in product, engineering, marketing, finance, and operations to achieve business goals
- Deep knowledge of statistical areas such as ANOVA, multiple regression, timeseries modeling, principal component analyses, decision trees, clustering, etc
- Automate data wrangling, iterative solution search and operationalization of models, working alongside data architects
- History of being a cross-functional liaison (preferably between IT & Marketing/Sales organizations)
- Proficiency with analysis tools like R or Pandas and at least one scripting language (preferably Python)
- Recommend hiring and pay increases
- Help to increase consulting staff’s knowledge of Advanced Analytics and Data Science
7
Responsibilities For BG Data Science Manager Resume
- Represent the work of the Data team across the company, serving as a bridge, buffer and conduit between technical and non-technical groups
- Build deep partnerships with business, product management, and technology leaders and evangelize data driven decision making across all product initiatives
- Participate in peer code reviews, architectural discussions and sprint planning
- Design & implement granular domain-specific indicators from data, relating them to company, industry, and macroeconomic factors
- Generate a series of economic insights research reports relating trends in our indicators & predictions to investment themes
- Expertise in applying statistical techniques for time-series measurement/estimation and prediction
- Undertake and complete a variety of complex initiatives requiring seasoned specialist knowledge and/or the integration of cross functional processes
- Day-to-day lead on projects driving data science-led outcomes with the clients
8
Responsibilities For Data Science Manager, Search Resume
- Design & develop data science-led solutions with the project team using statistical and database software
- Assists in rolling out new or enhanced services
- Build and lead a high-performing team of data scientists
- Track record of guiding teams through unstructured technical problems to deliver business impact
- The ability to handle missing data through an algorithmic approach such as multiple imputations to enable insights in sparse and messy datasets
- Someone who has extensive statistical, analytical and technical expertise, but who is also an inspiring leader and communicator
- Master in Science, Engineering or similar with focus on quantitative analytics, e.g
9
Responsibilities For Predix Data Science Manager Resume
- Highly proficient in developing algorithms and models in R, Python, MATLAB, C, C++, Java, or another similar language
- Managing vision and purpose with business stakeholders and the analytics team
- High-level knowledge of various machine learning techniques and key parameters that affect their performance
- Expertise in both relational and nonrelational databases
- Promote and contribute to Verizon’s shared success and corporate responsibility efforts
- Listen actively and communicate clearly and candidly
10
Responsibilities For Data Science Manager, Pricing Resume
- Understand how team strategy aligns with Verizon strategy
- Experience in data mining, predictive modeling, machine learning, statistical modeling, large scale data acquisition, transformation, and cleaning, both structured and unstructured data
- Build an academic network to support the Business Group on topics of R&D
- Coordinate with specialists and experts who develop the systems and applications within the Business Group
- Generate hypothesis and recommend data collection needs that has the potential to address farmer’s needs
- Build & Lead a high performance data science team to support Zebra’s Enterprise Asset Intelligence strategy
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