Applied Scientist Resume Sample
Gretchen Stokes
51874 Madison Rapid,
Boston,
MA
+1 (555) 677 1527
Work Experience
Principal Applied Scientist
09/2015
-
PRESENT
Philadelphia, PA
- User/query intent understanding, document/ad understanding, user targeting
- Relevance modeling, IR-based ad retrieval
- Marketplace mechanism design and optimization, and whole-page experience optimization
- Rich and innovative Ad products that add relevant and personalized information
- Network protection, fraud detection, traffic quality measurement
- Advertising metrics and measurement, including relevance and ad campaign effectiveness
- Ad campaign planning and optimization
- Experimentation infrastructure including tools for configuring and launching experiments, dashboard, live marketplace monitoring, and diagnosis
Applied Scientist
05/2009
-
06/2015
Detroit, MI
- Hands-on experience in software development and Machine learning
- Relevant experience in predictive modeling and analysis
- Experience with machine learning, data mining, and analytics techniques
- Experience with data visualization and presentation, turning complex analysis into insight
- Knowledge and experience of SQL (Oracle, MySQL, or PostgreSQL)
- Analyze large amounts of Amazon’s business data to discover patterns, find anomalies, build models and derive insight and business value
- Participate in the design, implementation, and deployment of successful models and algorithms in support of our fulfillment operations and the businesses they support
- Work in expert cross-functional teams delivering on demanding projects
- Share knowledge in state-of-the-art research applicable to our problem space
Applied Scientist Fall Intern
07/2004
-
11/2008
Phoenix, AZ
- Solid coding skills in C#, F#, Java, R or similar languages
- Solid coding skills in C#, F#, Java, or similar languages
- Innovative new ads products
- Skills with Python, C++, Java and/or other programming languages
- PhD in Computer Science, Statistics, Engineering or related Quantitative field
- Strong algorithm development skills
- Research experience in machine learning or computer vision
Education
York University
1999 - 2004
Science's Degree in Computer Science
Professional Skills
- Strong software development skills, experience working effectively with software engineering teams
- Strong skills and experience with programming in Pig, Spark, Python and familiarity/experience with AWS
- Strong skills and experience with programming in SQL, Hive, Pig, R, Python, and familiarity/experience with AWS
- Strong demonstrated skills in implementing and deploying large scale machine learning applications and tools
- Strong skills and experience with deep learning frameworks (i.e., MXNet, TensorFlow, pyTorch)
- Strong verbal and written communications skills; experience presenting complex technical information, succinctly, to technical and non-technical audiences
- 4) Great design and problem solving skills, with a strong bias for quality and engineering excellence at scale
How to write Applied Scientist Resume
Applied Scientist role is responsible for programming, coding, languages, software, java, development, research, python, engineering, scripting.
To write great resume for applied scientist job, your resume must include:
- Your contact information
- Work experience
- Education
- Skill listing
Contact Information For Applied Scientist Resume
The section contact information is important in your applied scientist 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 Applied Scientist Resume
The section work experience is an essential part of your applied scientist 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 applied scientist responsibilities. It's meant to present you as a wholesome candidate by showcasing your relevant accomplishments and should be tailored specifically to the particular applied scientist position you're applying to.
The work experience section should be the detailed summary of your latest 3 or 4 positions.
Representative Applied Scientist resume experience can include:
- Strong verbal and written communications skills; experience presenting complex technical information, succinctly, to technical and business audiences
- Strong troubleshooting and debugging skills, especially interactions between hardware and software
- Good skills with Perl (or similar scripting language), Java or C++
- Good communication skills and the ability to working in a team
- Entrepreneurial spirit combined with strong problem solving skills
- Strong programming skills with Java, C++, Scala, F#, OCaml, etc
Education on an Applied Scientist Resume
Make sure to make education a priority on your applied scientist resume. If you’ve been working for a few years and have a few solid positions to show, put your education after your applied scientist 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 Applied Scientist Resume
When listing skills on your applied scientist 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 applied scientist skills:
- Good coding skills – specifically, experience in Python or Java is beneficial
- Solid critical thinking, software and ML solutions debugging and problem solving skills
- Experience working effectively with science and software engineering teams
- Demonstrated ability to work effectively cross functionally with other teams (Engineering, Data Science, Research, Program Management & Marketing)
- Excellent programming skills in Java/Python
- Solid coding skills in any OOP language
List of Typical Experience For an Applied Scientist Resume
1
Experience For Principal Applied Scientist Resume
- Machine learning/NLP experience with strong analytical and critical thinking skill
- Excellent communication skills and the ability to work in a team
- Excellent written and verbal communication skills Be clear experts in a field and be able to drive a research agenda that is well aligned with business needs
- Strong communication and data analysis skills
- Effectively communicate with senior management, engineering and product partners, and business stakeholders
- Inventing ways to demonstrate new functionality in the context of early R & D
- Experience in designing and building Natural Language Processing and Machine Learning system (sentiment analysis, contact reason classification, etc.)
2
Experience For Applied Scientist, Home Innovation Team Resume
- Experience in designing and building Natural Language Processing and Machine Learning systems
- Machine learning, data processing, data analysis or data mining experience
- Experience in ML model development and engineering solutions for hosting, evaluation and retraining
- Experience using Machine Learning and predictive modeling on unstructured data
- Experience with designing and implementing production neural network or deep learning models
3
Experience For Applied Scientist Computer Vision Resume
- Leadership experience in a research team, including planning, mentoring, and ownership of group outcomes
- Practical experience in applying data mining and machine learning to real world problems, and demonstrable business impact of past projects
- Experience in any of the following fields: text-to-speech, speech recognition, natural language processing, signal processing, computer vision or related field
- Experience implementing and deploying large-scale machine learning applications and tools in production environments
- Hands-on experience in predictive modeling and analysis, and in deploying machine learning models in production
- Experience with fully automated machine training (e.g. automatic re-training, automatic testing)
- Extensive knowledge and practical experience in several of the following areas: machine learning, statistics, deep learning, recommendation systems
- Experience with machine learning techniques, scientific thinking, and inventing
- Experience in areas such as massive database applications, parallel or distributed processing, high performance computing, large scale data mining
4
Experience For Applied Scientist, Advertisting Resume
- Experience working with any of the following languages: C#, Python, or R
- Experience in implementing machine learning algorithms
- Experience using Object oriented programming languages such as Java, C++, C#
- Experience implementing algorithms in computer vision using both toolkits and self-developed code
- Experience of research or innovative product development using natural language processing
- Industry experience developing and implementing algorithms applied to production systems or Ph.D. research in a relevant problem space
5
Experience For Applied Scientist / NLP Resume
- Experience with Machine Learning or Natural Language Processing systems
- Experience building solutions using Map Reduce and Spark
- Min. 1 year experience in coding (realization of models / PoCs / etc.) Java, C++, or other programming language, as well as with R, MATLAB, Python
- Experience in implementing Computer Vision algorithms using both toolkits and self-developed code
- Experience in C++, Java or other programming language, as well as with R, MATLAB, Python or similar scripting language
- Experience working in ML, speech recognition, natural language understanding, computer visions etc
6
Experience For Computer Vision Applied Scientist Resume
- Demonstrated leadership abilities in an engineering environment in driving operational excellence and best practice
- Hands-on experience in building machine learning models end to end
- Hands-on experience in predictive modeling and machine learning
- Experience with Machine Learning applied to image processing
- Practical experience in implementing optimization models and tools through the use of high-level modeling languages (e.g. AMPL, Mosel, R, MATLAB)
- Experience in predictive modeling, numerical simulation, or machine learning
- Relevant experience in building and maintaining large scale ML models and/or systems
- Excellent knowledge in machine learning/deep learning
- Experience in projects involving cross-functional teams and successfully completing complex/large scale projects
7
Experience For Applied Scientist Fall Intern Resume
- Experience in data mining, using databases in a business environment with large-scale data sets
- Experience in gathering requirements and formulating business metrics
- Experience analyzing existing data for insights and statistical properties
- PhD with specialization in speech recognition, natural language processing, or machine learning with at least 5 years of related work experience
- Experience in building machine learning based solutions for ambiguous domain like fraud detection
- Experience in or more major programming languages and cloud computing
8
Experience For ML Applied Scientist Resume
- Experience in publishing at major machine learning conferences or journals
- Practical experience in predictive modeling, analysis and applying ML to complex problems
- Hands on experience in building machine learning systems for large data sets
- Experience with machine learning for vision-guided robotics and grasp planning
- Experience in understanding and ability to implement algorithms in computer vision using both toolkits and self-developed code
- Experience in predictive modeling, numerical simulation, or machine learning
- Strong working knowledge of web-scale data processing (e.g., Hadoop, Pig, Spark, Cosmos)
- Strong peer-reviewed publications in natural language processing, machine learning, or related topics at the top related conferences
- Proven track record in technically leading and mentoring
9
Experience For Applied Scientist, AWS NLP Resume
- Experience working with any of the following languages: C#, Python, or R
- Experience in the areas of machine learning, information retrieval, natural language processing
- Experience in large scale data mining and cloud computing
- Hands on industry experience to build applied machine learning models
- Hands-on industry experience in predictive modeling and large data analysis
10
Experience For Applied Scientist Intern Resume
- Industrial experience in predictive modeling and analysis, predictive software development
- Experience with web-scale data processing
- Experience working with Search or performance Ads data
- Experience developing on Linux/Unix platforms
List of Typical Skills For an Applied Scientist Resume
1
Skills For Principal Applied Scientist Resume
- Effective communication and strong collaboration skills with research, engineering, and product management teams
- Good skills with Java/Scala or C++, Perl/Python (or similar scripting language)
- Excellent communication skills and the ability to working in a team
- Demonstrated experience in software development via an internship, work experience, coding competitions or submissions to open source projects
- Solid hand on coding skills in any OOP language
- Excellent communication and cross-team skills
- Experience software development skills
- Strong communication skills to present quantitative results to business leadership
- Strong SAS and/or R skills
2
Skills For Applied Scientist, Home Innovation Team Resume
- Driven and focused self-starters with strong written and oral communication skills
- Good skills with Java or similar
- Strong OO Design, Algorithm skills required
- Excellent data visualization and written communication skills to translate complex models and analysis results into layman terms
- Strong written and verbal communication, influencing and partnership skills
- Programming, prototyping and scripting skills (Pig, Spark, Python, R)
3
Skills For Applied Scientist Computer Vision Resume
- Programming and prototyping skills (Java/C++ or R/MATLAB/Python)
- Programming skills in Java, C/C++
- Programming skills in commonly used ML languages (e.g. Python, R, Matlab)
- Implementing and improving modeling tools, training recipes and prototypes utilizing programming skills in Python, Java and/or C++
- Coding skills (preferably Python and/or C/C++)
- Demonstrated experience with machine learning, natural language processing, deep learning, data mining, and/or text/speech processing methodologies
- Hands-on experience in developing Deep Learning algorithms, and experience in using Deep Learning libraries, e.g., TensorFlow, MxNet, PyTorch, Theano, etc
4
Skills For Applied Scientist, Advertisting Resume
- Strong technical credentials, with at least 2 years of experience working in speech recognition, natural language understanding, or spoken dialog systems
- Solid Machine Learning background with experience in supervised machine learning techniques
- Demonstrated experience in machine learning, data mining, and analytics techniques
- Demonstrated experience in using Python, Scala, R, Matlab or other statistical/machine learning software
- Skills with Java, C++, or other programming language, as well as with Python or similar scripting language
5
Skills For Applied Scientist / NLP Resume
- Proven strong grasp of machine learning, data mining and data analytics techniques
- Experience in software development. Experience building large platform systems
- Experience deploying algorithms into business operations with validation and correction of response
- Strong theory/algorithmic background and good understanding on how to apply advanced knowledge to solve real problems
- Prior experience with recommendation systems or collaborative filtering
- Skills with Java, C++, or other OOP language, as well as with Python, R, MATLAB or similar scripting language
6
Skills For Computer Vision Applied Scientist Resume
- Research and implement machine learning and statistical techniques to create scalable and effective models in Delivery Experience (DEX) systems
- Prior experience with Amazon Web Services technologies - EC2, SQS/SNS, SWS, DynamoDb, EMR
- Related work experience OR a PhD and 3+ years of related work experience
- Software development experience, or similar computer vision research experience or publication/PhD dissertation work
- Communicate effectively with senior management and team members
- Great collaboration skills and ability to adapt to changing requirements
- Professional experience in software development with experience in working on low latency, high volume distributed systems
- Experience in the field with a proven track record
7
Skills For Applied Scientist Fall Intern Resume
- Experience in quantitative sciences of other related fields for a MS (2+ years of experience for a PhD)
- Demonstrated experience of SQL (Oracle, MySQL, or PostgreSQL)
- Solid software development experience with programming languages such as Scala, Python, Java, C#/.Net or C/C+
- Written and verbal communications skills to convey complicated process and systems to business partners and senior leadership
- Specific computer vision skills in object detection, recognition, segmentation, and/or tracking
8
Skills For ML Applied Scientist Resume
- Strong background and experience with NLP and deep learning
- Effectively work on multiple projects in a collaborative environment
- Outstanding expertise and research experience on statistical machine learning, data mining, optimization and Bayesian inference
- Programming skill in languages such as Java / Scala / Python / C++
- Recognizing and adopting best practices in analysis, data and model integrity, test design, validation, and documentation
- Hands-on experience in designing, developing and assessing new solutions using machine learning techniques
9
Skills For Applied Scientist, AWS NLP Resume
- Experience working in statistical learning, deep learning, natural language understanding, or related disciplines
- Experience with building low-latency serving components for machine learning models and web-scale data processing
- Experience in designing, building and maintaining distributed large scale systems for data processing
- Hands-on experience in predictive modeling and analysis, and in deploying machine learning / deep learning models
- Machine learning, data processing, data analysis, data mining, natural language processing or information retrieval experience
10
Skills For Applied Scientist Intern Resume
- Industry experience with a deep understanding of applying Machine Learning techniques to solve business problems
- Experience in the areas of machine learning, information retrieval, natural language processing or data mining
- Hands on experience in predictive modelling and analysis, in particular one or more of: Bayesian machine learning, Gaussian processes, Deep learning
- Experience Developing and implementing deep learning algorithms, particularly with respect to computer vision algorithms
- Min. 2 years of experience in modelling / realizing algorithms in Machine Translation(MT) with Deep Learning
- Deep experience in one of the areas: data mining, machine learning, natural language processing, statistics or information retrieval
- Solid Machine Learning and Deep Learning background and familiar with standard MT/NLP and machine learning techniques
- Hands-on experience in one or more of: Information Extraction, Deep Learning, Scalable Machine Learning, Semantic Parsing, Natural Language Generation
List of Typical Responsibilities For an Applied Scientist Resume
1
Responsibilities For Principal Applied Scientist Resume
- Good communication skills and the ability to work in a team
- Programming experience in languages such as C/C++, Java, Perl or Python
- Experience with large scale machine learning systems such as profiling and debugging and understanding of system performance and scalability
- Experience in natural language processing, machine learning, data mining, or information retrieval
- Strong personal interest in learning, researching, and creating new methodologies with high customer impact
- Hands-on experience with using multi-armed bandits, multivariate testing, and other reinforcement learning techniques
- Experience with tools and technologies enabling self-sufficiency in data analysis and modeling such as R, python, Hive, Pig, SQL, or other scripting languages
- Experience delivering machine learning products
2
Responsibilities For Applied Scientist, Home Innovation Team Resume
- Experience using object oriented language (Java, C++, etc) and one scripting language (Python, Perl or similar)
- Experience applying computer science fundamentals in problem solving, algorithm design and complexity analysis
- Experience in scripting language (Python, Perl or similar) and functional programing languages like Scala
- Experience performing big data analytics using Spark, Hadoop etc
- Relevant machine learning and natural language processing experience in academic and/or industry settings
- Hands-on experience in machine learning, predictive modeling, and analysis
- Hands-on experience programming in R, Java, C#, C++ or other similar programming languages
- Experience applying neural networks/deep learning to solve real-world problems
- At least one year’s additional experience developing quantitative algorithms that have shipped in production software, including
3
Responsibilities For Applied Scientist Computer Vision Resume
- Hands on experience working on applied machine learning projects
- Experience working on applied machine learning projects
- Experience using at least one large-scale machine learning system to build production quality models
- Industry experience developing and implementing algorithms applied to production systems or relevant Ph.D. research in a relevant problem space
- PhD with specialization in machine learning applied in multimodal data processing and information fusion, with at least 3 years of related work experience
- PhD with specialization in natural language processing or machine learning, with at least 3 years of related work experience
- Experience in engineering or data science/data modeling
- Demonstrated ability working with and building statistical models
4
Responsibilities For Applied Scientist, Advertisting Resume
- Proven track record of innovation in creating novel algorithms and advancing the state of the art (especially in MT )
- Experience in building speech recognition, and natural language processing systems (e.g., commercial speech products or government speech projects)
- Experience in deep learning frameworks including MXNet, Tensorflow, Torch, and Caffe
- Proven ability to independently address issues ranging from fundamental algorithm development/implementation/optimization to driving eventual product outcomes
- Hands-on experience with using machine learning techniques to solve real world problems
- Deep learning, machine learning, information retrieval, or computer graphics experience
5
Responsibilities For Applied Scientist / NLP Resume
- Experience in applying Machine Learning techniques to solve business problems
- Experience with major programming languages such as Java, Python, Scala, C++, and statistical modeling tools such as R, Matlab
- Experience incubating new technology working closely with research scientists, software developers and product managers from conception to implementation
- Proven track record of successfully applying ML-based solutions to complex problems in business, science, and engineering
- Experience using Java, C++, or other programming language, as well as with R or Python
- Experience working with large scale data processing and distributed systems
- Experience in speech or machine learning R&D in an academic or commercial setting
- Hands-on software engineering and data science experience
- Hands on experience to build applied machine learning models
6
Responsibilities For Computer Vision Applied Scientist Resume
- Experience in using R, Weka, Python, or other similar statistical software
- Experience with programming languages such as C/C++, Python, and Java
- Experience with Test Driven Development or writing unit tests
- Experience with artificial intelligence or machine learning techniques
- Experience with a statistical modeling tools (e.g., R)
- Experience with scripting languages like Python
- Hands-on experience in predictive modeling and analysis
7
Responsibilities For Applied Scientist Fall Intern Resume
- Work experience / Deep understating / Knowledge in NLP, MT – Rule based, Statistical, Hybrid, Neural
- Experience with distributed processing techniques such as
- MS in Operations Research, Industrial Engineering, Management Science or a related field with 6+ years of industry experience
- PhD in Operations Research, Industrial Engineering or a related field with 6+ years of industry experience
- Experience with a major scripting language (e.g., Python, Ruby)
- Experience working with AWS technologies such include S3, EC2, RDS, Redshift, ElasticSearch, etc
- Experience in predictive modelling and analysis, predictive software development
8
Responsibilities For ML Applied Scientist Resume
- Relevant experience in predictive modeling and analysis, ML model development
- Experience with distributed computing systems for data science (Hadoop or Spark)
- Industry experience working on speech technologies
- Strong aspiration to push your ideas into production, overcoming obstacles, in order to benefit Amazon's customers
- Experience with digital media, online advertising, or retail
- Experience with SQL and Statistical Computing tools (R, SPSS, etc.)
- Experience beyond graduate work using theoretical models in a business environment
- Experience with a major scripting language (e.g., Python, Ruby)
- PhD with specialization in machine learning with at least 3 years of related work experience
9
Responsibilities For Applied Scientist, AWS NLP Resume
- PhD in computer science, engineering, or mathematics, with relevant industry experience
- PhD with specialization in machine learning with at least 5 years of related work experience
- Previous experience with methods in the Reinforcement Learning space (for example, Multi-Armed Bandits)
- A strong ability in statistical modeling and analysis to provide rigorous solutions that address business needs
- Experience working with risk, compliance, audit, and finance
10
Responsibilities For Applied Scientist Intern Resume
- Experience in advertising and/or love of games
- Experience with at least one of the following Big Data technologies: AWS, Hadoop, Spark, Pig, Hive
- Hands-on experience in programming languages such as Java and Python
- Strong background in data mining
- PhD in a quantitative field such as Mathematics, Statistics, Physics, Engineering, Computer Science, Economics and 2+ years of industry experience
- Experience with forecasting and statistics in a production environment
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