Senior Applied Scientist Resume Sample
Murl O'Connell
94938 Luettgen Inlet,
Boston,
MA
+1 (555) 379 5165
Work Experience
Senior Applied Scientist
09/2017
-
PRESENT
San Francisco, CA
- 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
- Innovative new ads products
Senior Applied Scientist, ML
06/2010
-
05/2017
San Francisco, CA
- Skills with Python, C++, Java and/or other programming languages
- PhD required in computer vision, machine learning, or related discipline
- BS/MS in Computer Science, Machine learning, or similar quantitative field
- Hands-on experience building ML (machine learning) and/or NLP (natural language processing) models
- Experience in data mining and data analytics techniques
- Experience in writing code in Java or C++
- Experience using Perl or Python (or similar scripting language) for data processing and analytics
- Experience using R, Weka, Python, or other similar statistical software
Senior Applied Scientist, Computer Vision
05/2006
-
02/2010
Detroit, MI
- Perform ad-hoc exploratory and explanatory analysis
- MS or PHD in machine learning, computer science, mathematics, statistics or equivalent technical or analytical field
- Software engineering skill in one or more high level languages (C#, C++, Java, F#), data manipulation (SQL), one or more scripting languages (Python, Perl), and common ML and analysis tools (R, SAS, SPSS, MatLab)
- Multiple years of relevant experience shipping machine learning or predictive analytics models at massive scale
- Strong algorithm development experience
- Proactively develop new metrics and studies to quantify the value of proposed technology investments
- Experience in machine learning
- Experience in large scale data mining and cloud computing
- Experience with modern Speech Recognition technologies, especially Language Modeling
Education
Colgate University
2000 - 2005
Science's Degree in Computer Science
Professional Skills
- Strong skills and experience with programming in Java, Python, Scala and familiarity/experience with AWS
- Experience in deep relevance ranking, machine learning or NLP background with strong analytical and critical thinking skills
- Experience in large scale data mining and cloud computing Analytical, problem solving, programming and debugging skills
- Strong skills in programming languages such as C/C++ and Python
- Strong verbal and writing communication skills; great team
- Strong verbal and writing communication skills; great team work
- Strong programming and S/W development skills
How to write Senior Applied Scientist Resume
Senior Applied Scientist role is responsible for programming, languages, software, development, coding, java, scripting, engineering, design, python.
To write great resume for senior applied scientist job, your resume must include:
- Your contact information
- Work experience
- Education
- Skill listing
Contact Information For Senior Applied Scientist Resume
The section contact information is important in your senior 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 Senior Applied Scientist Resume
The section work experience is an essential part of your senior 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 senior 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 senior applied scientist position you're applying to.
The work experience section should be the detailed summary of your latest 3 or 4 positions.
Representative Senior Applied Scientist resume experience can include:
- Strong development skills in programming languages such as C/C++, Python, Java or Perl
- Programming, prototyping, and scripting skills (Python, R, SAS, MATLAB)
- Programming and development skills in Java, C++, or other programming languages
- Analytical, problem solving, programming and debugging skills
- Skills with Python, Java, Scala, or other programming language, as well as with R, Matlab or similar scripting language
- Skills with programming language like R, Python and/or Scala or similar scripting language
Education on a Senior Applied Scientist Resume
Make sure to make education a priority on your senior 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 senior 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 Senior Applied Scientist Resume
When listing skills on your senior 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 senior applied scientist skills:
- Solid programming skills in at least one programming language (Java, Python, etc.)
- Strong engineering skills and familiarity with AWS ML technologies
- Excellent interpersonal oral and written communications skills
- Effective verbal, visual and written communication skills XXOIRecruitXX
- Effective verbal, visual and written communication skills
- Strong skills with Python and Java
List of Typical Experience For a Senior Applied Scientist Resume
1
Experience For Senior Applied Scientist, ML Resume
- Skills with Java, C++, or other programming language, as well as with SQL, R, MATLAB, Python or similar scripting language
- Experience in software development. Experience building large platform systems
- This requires a broad set of skills and a flexible, scientific mindset, as well as a passion for learning
- Relevant programming skills
- Exploring existing machine learning approaches or developing new ones to power user experiences including semi-supervised and multi-task ML models
- Experience working with large scale and distributed computing, and programming with scripting languages, such as Python
2
Experience For Senior Applied Scientist Amazon Voice Shopping Resume
- Experience in machine learning, Natural Language Processing/NLP or data mining
- Experience working with AWS Services, consuming, managing large scale datasets
- Hands-on experience with using multi-armed bandits, multivariate testing, and other reinforcement learning techniques
- Practical experience building, testing and deploying ML models at scale
3
Experience For Senior Applied Scientist, Computer Vision Resume
- Proven track record in leading, mentoring and growing teams of scientists (teams of 3 or more scientists)
- Large breadth of experience with of predictive modeling using supervised or unsupervised learning techniques
- Experience in one or more of the following areas: deep learning, named entity recognition, entity/relation extraction, semantic search, parsing
- Extensive knowledge and practical experience in several of the following areas: machine learning, statistics, deep learning, NLP, recommendation systems
- Experience in areas such as massive database applications, parallel or distributed processing, high performance computing, large scale data mining
- Have experience related to real-estate valuation such as geospatial modeling, asset valuation, natural language processing (NLP), or time series forecasting
- Hands-on experience in Applied machine learning, Predictive modeling and analysis
- Experience working in software engineering
4
Experience For Senior Applied Scientist, Amazon Devices Resume
- Experiences in software programming, data modeling and/or analytics
- Hands-on experience in predictive modeling, analysis and applying ML to solve complex problems
- Strong grasp of machine learning, data mining and data analytics techniques
- Experience delivering results in an industrial applied science setting, where your work was directly incorporated into production systems
- Experience with MapReduce framework and parallel/distributed processing such as Hadoop, Spark, Dryad or Scope
5
Experience For Senior Applied Scientist Resume
- Tware engineering experience in C/C++
- Experience in production modeling or software Development
- 2+ software engineering experience in C/C++
- Maintain technical document and communicate results to diverse audiences with effective writing, visualizations, and presentations
- Experience in using R, Weka, SAS, Matlab or any other statistical software
- Experience in publishing at major conferences or journals
6
Experience For Senior Applied Scientist, ML Resume
- Help build a better real estate experience for consumers, and a deeper understanding of our business and customers
- Experience with physics system modeling and simulation
- Experience in applying research to solve real world problems
- Experience programming in Java and or C/C++
- Experience with Agile Management, OO Modeling, UNIX, and database related projects
7
Experience For Senior Applied Scientist Amazon Voice Shopping Resume
- Three year experience working on analytics software
- Demonstrated track record of project delivery for large, cross-functional, cross-organizational projects that are customer facing
- Practical experience with big-data processing libraries, eg. Apache Spark, Apache Beam, Apache Pig, Hadoop or similar
- Proven track record of production achievements, handling gigabyte and terabyte-size datasets
- Experience in experimental design and statistical modeling
- Industry experience in predictive modeling and large data analysis
- Good familiarity with Perl, Python (or similar scripting language) and Java/C++
8
Experience For Senior Applied Scientist, Computer Vision Resume
- Software design and development experience with Python/C#/Java, or similar programing languages
- Extensive experience applying theoretical models in an applied environment
- Comfortability with programming in SQL, Hive, Pig, R, Python, and familiarity/experience with AWS stack/tools
- Experience in building NLU and/or ER systems (e.g. commercial speech products or government speech projects)
- MS in Computer Science, Machine Learning (or in a highly related area) or equivalent experience
- Industry experience related to machine learning systems, NLP and/or recommender systems
- Experience personally writing production quality code
- Experience deploying production systems with AWS technologies like EMR, Step Function, Lambda, Batch, ECS/ECR
- Experience applying Data Science
9
Experience For Senior Applied Scientist, Amazon Devices Resume
- Solid background in statistical learning techniques for NLP (HMMs, CRFs, SVMs, LDA, etc.)
- Experience in general-purpose programming languages such as Scala, Python, Java, or C++
- Industry experience applying ML to solve complex problems
- Experience with programming languages such as C/C++, Java, Perl or Python
10
Experience For Senior Applied Scientist Resume
- Experience with data modeling and analytics for industrial applications
- MS in computer science, engineering or related field with 2+ years of relevant experience
- PhD in computer science, engineering, or related field with 5+ years of relevant experience
- Hands-on experience with deep reinforcement learning
- Knowledge and experience with machine learning and information retrieval technologies
- Experience in computer vision related projects (for example: image understanding)
- Tware design and development experience with C++/C#/Java, or similar programing languages in commercial software services
- Programming experiences in C++/C#
List of Typical Skills For a Senior Applied Scientist Resume
1
Skills For Senior Applied Scientist, ML Resume
- Strong verbal and communication skills in English are required
- Strong technical credentials, with at least 6 years of experience working in speech recognition, natural language understanding, or spoken dialog systems
- Excellent knowledge in machine learning/deep learning, and experience with Python/C++
- Prior experience with machine learning or information retrieval
- A passion for improving end user experience & productivity. Value users experience and productivity more than technology per se
- Software development skills and aptitude for software design, coding and quality
- Proven experience of shipping real world ML applications or services
2
Skills For Senior Applied Scientist Amazon Voice Shopping Resume
- Prior experience with practical applications of Topic Modeling techniques
- Related experience OR a PhD and 5+ years of related work experience
- Experience in the field with a proven track record
- Comfortable using Java or C++/C. Experience in using Perl or Python (or similar scripting language) for data processing and analytics
- Practical experience with building and evaluating deep-learning models using major libraries eg: mxNet, TensorFlow, Keras or similar
- Experience delivering, scaling, and owning highly successful and innovative machine learning products with your fingerprints all over them
- Experience in areas such as massive database applications, parallel or distributed processing, high performance computing, large scale data mining
- Experience working in software engineering with any of the following languages: C#, C++, Python, or R
3
Skills For Senior Applied Scientist, Computer Vision Resume
- A PhD in CS Machine Learning or Statistics, and 5+ years of experience in applying machine learning to solve real world problems
- Experience with agent planning, decision making, control and optimization
- Experience with semi-supervised learning, active learning, outlier detection
- Experience in speech or machine learning R&D in an academic or commercial setting
- Experienced working with very large amounts of data in a distributed setting
- Experience delivering production quality reinforcement learning systems
- Experience in large scale data mining and cloud computing
- Proven ability to relate to and solve business problems using Machine Learning and statistics
4
Skills For Senior Applied Scientist, Amazon Devices Resume
- Masters in Computer Science, Electrical Engineering, Mathematics, Statistics, or a related quantitative field and strong knowledge of machine learning
- Proven track record of successfully applying ML-based solutions to complex problems in business, science, or engineering
- Research and/or development experience in natural language processing/machine learning
- Research and development experience in natural language processing/machine learning
- Experience in Java, C++, or other programming language, as well as with R, MATLAB, Python or similar scripting language
- Experience with dealing with large data sets, data management and/or high performance computing
- Broad software engineering experience including infrastructure and application development
- Experience in building large-scale machine translation and natural language processing systems (e.g., commercial MT/NLP products or government MT/NLP projects)
- Solid Machine Learning and Deep Learning background and familiarity with standard ASR frameworks and approaches
5
Skills For Senior Applied Scientist Resume
- Experience influencing leadership decisions through presentation of complex technical information, verbally and in writing
- Strong publication history in top-tier journals and conferences (e.g., Machine Learning Journal, DMKD, KAIS, ICML, KDD) focusing on Core ML
- At least one year of experience in coding computer vision and machine learning algorithms in C++, C# or Java
- Experience with distributed computing and highly scalable systems, including tools such as EMR/Hadoop/Spark
- Experience working in ML, speech recognition, natural language understanding, computer visions etc
- Experience working with distributed computing
- Experience in building large-scale speech or natural language processing systems (e.g., commercial products or government projects)
6
Skills For Senior Applied Scientist, ML Resume
- Experience with UI frameworks such as Spring MVC, React.js, GWT, jQuery, Swing, etc
- A strong track record of publication an innovating through machine learning and their applications
- PhD with specialization in machine learning applied in multimodal data processing and information fusion, with at least 5 years of related work experience
- Experience in machine learning/artificial intelligence, data quality, data science, data mining, information retrieval, or information integration research
- Experience with machine learning frameworks, distributed storage systems, or data processing frameworks
- Experience with standard speech and machine learning techniques, scientific thinking, and the ability to invent
- Strong publication track record in machine learning and deep learning
- Experience training and deploying models to production
7
Skills For Senior Applied Scientist Amazon Voice Shopping Resume
- Experience in deep learning, machine learning or a PhD in one of these areas
- Experiences in natural language processing and machine learning
- Experience with Java, C++, or other programming language, as well as with R, MATLAB, Python or similar scripting language
- Experience in large scale data mining and cloud computing
- Experience with various machine learning and modeling techniques and parameters that affect their performance
- Hands-on experience in machine learning, data mining, computer vision, and/or quantitative analysis
- Tware design and development experience with C++/C#/Java, or similar programing languages in commercial software services
- Experience delivering results through collaboration across disciplines, feature teams, and partners
8
Skills For Senior Applied Scientist, Computer Vision Resume
- Hands-on experience with state estimation, visual odometry, IMU sensor fusion, and simultaneous localization and mapping (SLAM)
- Extensive experience applying theoretical models in an applied environment
- Hands-on experience in predictive modeling and analysis
- Strong problem solving and dive deep ability
- Image processing experience
- Experience in R&D one of the following fields: ML, IR, Statistical NLP, CV, or Computational Economics
- Experience applying Data Science
- Experience with computer science fundamentals in object-oriented design, data structures, algorithm design, problem solving, and complexity analysis
- Experience with, at least, one modern programming language such as Java, C++, C#, etc
9
Skills For Senior Applied Scientist, Amazon Devices Resume
- Previous experience in internet advertising
- Experience in Machine Learning, Artificial Intelligence, or NLP
- Experience in developing applications with AWS technologies, especially Cloud technologies
- Experience with web recommendation machine learning techniques
- Experience in working with data engineers or business analysts in Big Data analytics
- Excellent knowledge in machine learning and big data technologies
10
Skills For Senior Applied Scientist Resume
- Experience with MapReduce framework and parallel/distributed processing such as Hadoop, Spark, Dryad or Scope
- Hands on experience of state of art machine learning eco-system and toolset
- Industrial/academic experience in building search, applied ML or AI features/products/systems
- Experience with large datasets and distributed computing
- Industry experience in predictive modeling and large data analysis
List of Typical Responsibilities For a Senior Applied Scientist Resume
1
Responsibilities For Senior Applied Scientist, ML Resume
- Evaluating existing technologies and/or creating new machine learning and data mining algorithms, designing and executing offline/online experiments. More specifically, developing the ML algorithm without looking at user’s data or leaking the sensitive information among users and tenants
- Very good English skills (including the ability to read and write technical papers in English)
- Experience in software development skills and aptitude for software design, coding and quality in C/C++
- Solid skill in developing state-of-the-art machine learning and SR algorithms
- Passion, creative problem-solving skills and ability to ramp up in new areas
- Proven track record of delivering strong results with high quality
- Proven experience to lead a team of scientist and engineers
2
Responsibilities For Senior Applied Scientist Amazon Voice Shopping Resume
- Related work experience OR a PhD with additional industry experience
- Related work experience OR a PhD and 7+ years of related work experience
- World class skills in at least one scientific domain and broad knowledge of multiple domains
- Great verbal and written communication and presentation skills, ability to convey rigorous mathematical concepts and considerations to non-experts
- Programming experience in one or more of the following: C#,
- Experience working with statistical machine learning, data mining, information retrieval, optimization, Bayesian inference and MCMC
- Proven track in leading, mentoring, and growing teams of scientists
- Experience in large scale data mining or cloud computing -
- Experience working in software development with any of the following languages: Python, C#, C++, or R
3
Responsibilities For Senior Applied Scientist, Computer Vision Resume
- Proven track record in leading scientific projects and mentoring scientists
- Experience in speech recognition or machine learning research & development in an academic or commercial setting
- Software engineering experience in C++, C#, Java or Python
- Machine learning/NLP experience
- Tware engineering or data science experience
- Experience with large scale databases (SQL and/or NoSQL), data pipelines and applied machine learning / applied statistics in big data environments
4
Responsibilities For Senior Applied Scientist, Amazon Devices Resume
- Advance exploratory research projects in machine learning and related fields to create highly innovative customer experiences
- Solid fundamentals in problem solving, algorithm design, complexity analysis, mathematics and statistics
- An engaging work environment with excellent career opportunities
- Experience working with large customer data sets
- Tware development experience with C++/C#/Java, or similar programing languages in commercial software services
- Experience in Natural Language Understanding, Machine
- Have practical experience in statistical inference or predictive modeling
- Industry experience with machine learning applied to big data
5
Responsibilities For Senior Applied Scientist Resume
- Clearly demonstrated track record in delivering results
- Knowledge and experience with machine learning and information retrieval technologies
- Experience with machine learning and information retrieval technologies
- Hands-on-experience in predictive modeling and analysis
- 3+ software engineering experience in C/C++
- Experience working with domain randomization
6
Responsibilities For Senior Applied Scientist, ML Resume
- Proficiency in C and C++ programming languages, or equivalent languages with proven ability to deliver fast efficient executables
- Practical experience in Machine Learning techniques & tools
- Experience with general purpose programming language (Python/Java/C# etc.)
- Define and conduct experiments to validate/reject hypotheses, and communicate insights and recommendations to Product and Tech teams
- Tware design and development experience
- Experience in the use of ML algorithms for Retrieval or Dialogue problems
- Post-doc, academic or industry experience
- Familiarity/experience with retail industry
- AS/R/Matlab and/or SQL/Hive/Pig experience
7
Responsibilities For Senior Applied Scientist Amazon Voice Shopping Resume
- Post doc experience with track record of academic or industry research excellence
- Demonstrated ability to take a ML project from idea to experimentation to prototype to implementation
- Experience using predictive models to make business decisions
- Experience with programming languages such as SQL, R, Python
- Credit or risk management experience
- Strong ability to solve ambiguous problems
8
Responsibilities For Senior Applied Scientist, Computer Vision Resume
- Strong CS fundamentals in object-oriented design, data structures and algorithms
- Industrial experience with big data, map-reduce or Spark
- Experience in Map/Reduce systems such as Hadoop / Hive / Flume
- Experience in software development or applied research domain. Familiarity with C# or Java
- Experience with SQL and proficient in one software language (e.g., C++, Java, Python)
9
Responsibilities For Senior Applied Scientist, Amazon Devices Resume
- Think about customers and how to improve the customer delivery experience
- Experience with implementation of C++, C#, Java
- Experience with Hadoop, Dryad, or similar distributed systems
- Scientific publications and experience of peer-review for journals / conferences
- Evaluating existing technologies and/or creating new machine learning and data mining algorithms, designing, and executing offline/online experiments
- Evaluating existing technologies and/or creating new machine learning and data mining algorithms
- Exploring existing machine learning approaches or developing
- Developing deep learning models for natural language understanding and user modeling
- Developing novel machine learning and data mining algorithms
10
Responsibilities For Senior Applied Scientist Resume
- Working knowledge of a major programming language like Java, C/C++, Python and statistical modeling tools such as R, MATLAB, SAS or SPSS
- Engaging in research for developing new cutting-edge technologies
- Training and evaluating accuracy of deep learning models
- Experimenting (A/B testing) with these models in the production environment (requires developing for highly-scaled distributed systems)
- Designing and executing offline/online experiments
- Working with other scientists, engineers and developers on advancing state-of-the-art SR technologies for real world user scenarios
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