Learning Engineer Job Description
Learning engineer
provides hands-on support and consultation on a diverse set of techniques including machine / deep learning, causal inference, and statistical modeling.
Learning Engineer Duties & Responsibilities
To write an effective learning engineer job description, begin by listing detailed duties, responsibilities and expectations. We have included learning engineer job description templates that you can modify and use.
Sample responsibilities for this position include:
Build machine learning platform using technologies such as REST web services, micro-services, Caffe, Tensorflow, Spark, Elastic, AWS, Kafka, Deep Learning, Matlab, R, and more
Engineer machine learning pipelines, working alongside fellow AAG machine learning and data engineers
Work on machine learning algorithms, web services, distributed systems, data mining, big data, Hadoop, deep learning, recommendations, and more by developing a Machine Platform at Adobe that would power Adobe Clouds
Apply data mining and machine learning to improve content understanding, computer vision, deep learning, language understanding and content ranking & recommendations
Design and implement data architecture and systems to support training, testing, and governance of machine learning engines in production, including a centralized platform to test and track data models and a processes for the deployment of deep learning architectures across a range of business domains
Design and apply novel deep learning algorithms to solve concrete problems in the context of computer vision, object detection & tracking
Collaborate closely with business consulting staff as part of multi-disciplinary teams, to deliver the digital transformation goals of our clients using machine learning techniques and technology
Develop re-usable common frameworks, models and components that address repeatable machine learning tasks and problems/data sets in specific industries or business functions
Maintain and optimize machine learning platform, identify new ideas to evolve it, develop new features and benchmark possible solutions
Participating in research and development projects related to library application in machine learning area
Learning Engineer Qualifications
Qualifications for a job description may include education, certification, and experience.
Licensing or Certifications for Learning Engineer
List any licenses or certifications required by the position: AWS, ISTQB, SDL, SWLC, GPEN, CEH, CISSP, GCP, SAS, AMP
Education for Learning Engineer
Typically a job would require a certain level of education.
Employers hiring for the learning engineer job most commonly would prefer for their future employee to have a relevant degree such as Bachelor's and Master's Degree in Computer Science, Engineering, Mathematics, Machine Learning, Statistics, Technical, Science, Physics, Graduate, Electrical Engineering
Skills for Learning Engineer
Desired skills for learning engineer include:
Python
Java
Scala
Deep learning
Statistics
Statistical methods
Spark
Code reviews
Build processes
Machine learning
Desired experience for learning engineer includes:
Provides one-on-one and one-to-many consultative services for faculty, staff, and students on the use of multimedia hardware and software
Experience in areas of machine learning such as pattern recognition, NLP, anomaly detection, recommender systems, sentiment analysis, clustering
Knowledge of different machine learning approaches such as support vectors, decision trees, neural networks and HMM
Knowledge of parallel computing approaches such as use of GPU for tensor math is desirable
Real world experience in solving business problems by deploying machine learning techniques
MS in Computer Science or a related quantitative field
Learning Engineer Examples
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Learning Engineer Job Description
Job Description Example
Our innovative and growing company is searching for experienced candidates for the position of learning engineer. We appreciate you taking the time to review the list of qualifications and to apply for the position. If you don’t fill all of the qualifications, you may still be considered depending on your level of experience.
Responsibilities for learning engineer
- Working on the development and deployment of Machine Learning code & models
- Development of Windows, Linux or Android-based platforms
- Ownership of creating new solutions spanning activities from design to acceptance test
- Serving the role of a technical expert influencing the strategy for Learning technology
- Cooperation with multiple roles including project managers, support engineers, designers, and content developers in a fast-paced, diverse, and enthusiastic environment
- Create and revise end-user documentation, coordinating as needed with other technical writers on the team (not limited to API Guides, User Guides, Reference Manuals, Service Guides, Programming (How to) Guides )
- Serve as a customer advocate by reviewing user interfaces, representing the end-user in design discussions, and consulting with other organizational functions on matters of importance relating to whole-product usability
- Conform to, and contribute to, organizational processes for documentation and user-centered design
- Design and Develop Solutions to improve customer experience with help systems
- Innovate and implement new documentation processes (per industry standards)
Qualifications for learning engineer
- Bachelor’s degree in instructional design, learning sciences or a related field
- Experience with Web Services (REST, JSON, XML)
- Knowledge of SQL Databases and ORM tools
- A degree in computer science, telecommunications, or closely related field
- Willingness and ability to become proficient in a new software development environments quickly
- Successful completion of a full 4-year course of study in an accredited college or university leading to a bachelor's or higher degree in instructional design, learning sciences or a related field
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Learning Engineer Job Description
Job Description Example
Our innovative and growing company is searching for experienced candidates for the position of learning engineer. To join our growing team, please review the list of responsibilities and qualifications.
Responsibilities for learning engineer
- Knowledge and practice of distributed computing and CUDA programming
- Proficient with Linux and embedded systems
- Prepare and launch the Master of Science in Law program in an online format
- In planning with faculty for the online courses, anticipate how the course content can be brought back to campus to play a vital role in re-imagined face-to-face courses
- Represents area of professional and/or technical expertise for Claims
- Simulating and profiling of workloads, including future platforms
- Create and maintain a data lake, with data from many disparate sources
- Develop a query engine to query and extract data
- Work with Data Scientists to import necessary data for modeling and coordinate data extraction across different database architectures
- Organize data structures to be accessible to analysts and reporting frameworks
Qualifications for learning engineer
- Are passionate about their work
- Are able to translate insights into business recommendations
- Serve as a thought leader and subject matter expert in cognitive/AI area of knowledge, developing internal and external eminence and intellectual property, leading senior executives to successfully define, develop and launch new cognitive systems
- You possess a Bachelor’s degree from an accredited institution in instructional design, education, or related field
- You have 3-4 years experience in online learning design and delivery
- You have demonstrated capabilities in learning science and learning design
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Learning Engineer Job Description
Job Description Example
Our innovative and growing company is looking for a learning engineer. We appreciate you taking the time to review the list of qualifications and to apply for the position. If you don’t fill all of the qualifications, you may still be considered depending on your level of experience.
Responsibilities for learning engineer
- Conduct and support research and publications in machine learning and medicine
- Identify and formulate various challenges in AML and KYC domains as Machine Learning (ML) problems
- Own the development of machine learning algorithms
- Creates prototypes for scalable Machine Learning Solutions using the latest methods and technologies
- The Machine Learning Engineer does not have direct supervisory responsibilities but they are expected to demonstrate leadership and mentor other team members
- Communicating insights to key stakeholders
- Collaborating with product owners and data scientists to design and develop data products
- Collaborating with product engineering teams to design and develop data pipelines
- Developing tests for data quality in ingestion and processing pipelines
- Generating reports and metrics for data products and pipelines
Qualifications for learning engineer
- You can leverage experience or demonstrated capability in developing competency-based programs, courses, modules, and assessments
- You have intermediate competencies and experience in evaluating the effectiveness of online learning
- BS in Electrical Engineering, Computer Engineering, or Physics, or equivalent technical background and experience
- Coursework in Technical Writing, or equivalent (Desired)
- Experience with various software environments such as Confluence Wiki, Madcap Flare, HTML, XML, Visual Studio is desired
- Ability to communicate technical information clearly, concisely, accurately, using proper English grammar, and in a manner appropriate to the audience, including development of supporting illustrations as necessary
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Learning Engineer Job Description
Job Description Example
Our company is growing rapidly and is hiring for a learning engineer. We appreciate you taking the time to review the list of qualifications and to apply for the position. If you don’t fill all of the qualifications, you may still be considered depending on your level of experience.
Responsibilities for learning engineer
- Help mentor a diverse team of engineers in Machine Learning techniques, tools, and concepts
- Live the Safety standards, adhere to the safety responsibilities
- Ensure Global training program reporting through HR information systems
- Find & Achieve customer Satisfaction & execute structured troubleshooting deviations focused on cost and quality of a lime plant
- Develop processes and methods to achieve the objectives of a lime plant
- Communicate processes & methods and train plant personnel
- Draw out the faculty member's instructional goals and objectives, and offer analysis, design, and development options for achieving best outcomes with the intended student learning communities and subject matter
- Constantly and consistently communicate with project stakeholders, and support with additional duties as assigned by supervisor
- Develop and maintain necessary infrastructure to run and maintain the algorithms
- Develop a feedback system to improve the selection of features for the algorithms
Qualifications for learning engineer
- Ability to organize technical information for on-line help and print documentation
- Ability to demonstrate superior initiative, project management and teamwork skills, and willingness to learn
- Strong proficiency in Java or Python
- Readiness to think outside the box to tackle client-specific challenges using any tools available
- Experience with scientific analysis and prototyping environments such as R, MATLAB, or the SciPy Stack
- BS/Master degree in Machine learning / Deep Learning, Artificial Intelligence, Computer Science or equivalent field
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Learning Engineer Job Description
Job Description Example
Our company is looking to fill the role of learning engineer. If you are looking for an exciting place to work, please take a look at the list of qualifications below.
Responsibilities for learning engineer
- Setting standards and guidelines for the products to ensure consistent use to minimize impact to the availability of the Machine Learning Platform and other infrastructure used for data analytics
- Work with academic and administrative units across the University to design, develop, and support innovative new and existing online, blended/hybrid, and traditional courses and programs
- Serve as a principal administrator for the University’s learning management system (LMS), web conferencing system, video recording and repository system, and other instructional systems
- Use system data and learning analytics to support effective instructional system design and course delivery
- Manage projects that evaluate new learning technologies, and those focused on the design and development of multimedia and other learning objects that support distributed learning
- Provide consultation to faculty in the sound pedagogical use of learning technologies
- Develop and deliver workshops to faculty that support effective practices for using technology in teaching and learning
- Pilot evolving learning technologies, and analyze related data to make sound decisions in upgrading or modifying existing instructional systems, the adoption of new systems and tools
- Investigate and remain current with emerging trends in learning technologies, instructional design, and education delivery modalities
- Integrate instructional system usage and course design elements that promote accessibility and inclusion following ADA compliance and WCAG 2.0 guidelines
Qualifications for learning engineer
- 10% of the total time to international conferences
- Superior skills in oral communication, interviewing, listening and building relationships with instructors, across work groups and departments
- Successful completion of a full course of study in an accredited college or university leading to a Ph.D., Ed.D., or J.D
- Ability to adapt to and communicate successfully with different people and situations
- Proficient in machine learning in Pyton (bumpy, scikit-learn, pandas) and at least one compiled language, preferably Java
- Good coding principles