Our mission is simple: to help people and organizations thrive. It's simple. It’s focused. It drives us. We work closely with clients, listen to their vision, and formulate a comprehensive plan and implement an innovative solution that will empower organizations to thrive! We are unique and we put our customers first. We employ a solid, diverse staff of professionals with the experience, knowledge, and drive to move every project swiftly from vision to reality.
Job Purpose:
To continue to augment the Perceptyx Analytics platform through the application
of different procedures, algorithms, and procedures that better enable our internal teams, and external clients to discover insights with ease. Prototyping, testing and creating procedures that continue to advance our system capabilities and product offering.
Essential Functions and Responsibilities:The duties described are representative of those that must be met by an employee to perform the essential functions of the job. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions of the job.
Essential Duties:
- Build Machine Learning and NL(Natural Language) models for Text Processing using tools such as Python and R for Supervised, Semi-supervised or Unsupervised Data
- Applies expertise in Data research, quantitative analysis, qualitative analysis and data visualization.
- Identifying technology limitations and deficiencies in existing systems and associated processes, procedures and methods
- Assesses market competition by comparing the company’s product to competitors
Products and maintain competitive performance in par with current state-of-the-art models
- Introduces and markets new products by developing time-integrated plans partnering
with sales, marketing, professional services, quality and operations.
- Works in a closely knitted team of Researchers and Developers on designated sprints to find the optimal solution
- Contributes to team effort by accomplishing related results as needed.
- Maintains professional and technical knowledge by attending educational workshops; reviewing professional publications; establishing personal networks; participating in professional societies.
Marginal Duties:
· Assist in any other area as needed
Education/Qualifications: The education/qualifications described are representative of those that must be met by an employee to perform the essential functions of this job. Reasonable accommodations may be paid to enable individuals with disabilities to perform the essential functions of the job.
- MS/Phd in Computer Science or related Degrees with courses related to Artificial Intelligence and Machine Learning
- Minimum four years full-time experience as Data Scientist
- Knowledge of Mathematical Theories such as Generalized Linear Models, Loss Functions, Optimization Algorithms, etc and Probabilistic Models such as Bayesian Models, Regression models
- Experience with Python, Numpy, Pandas, NLTK/Spacy, Scikit Learn
- Experience with Supervised, Semi-Supervised and Unsupervised learning
- Experience with Hadoop, Spark, Storm or BigQuery
- Willing to Learn and Test new ideas
- Knowledge of Deep Learning is a plus
- Knowledge of R is a plus
- Experience of Implementing Research Papers onto codes is a plus
- Ability to write clean codes with Comments and Description
- Solves client sided analytics problems and communicate results and methodologies to Lead Data Scientist
- Continued refining of Training Data based upon corrective action from Perceptyx project managers and end-user customers
Equipment Use:
· Telephone
· Computers, copiers, scanners
Physical and Mental Demands:
The physical and mental demands described here are representative of those that must be met by a team member to successfully perform the essential functions of this job. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions.
While performing the duties of this job, the employee is regularly required to stand, sit, talk, hear, and use hands and fingers to operate a computer, telephone, and keyboard. Twisting, bending, reaching, stooping, and kneeling is also regularly required. Ability to sit and/or stand at a computer terminal for an extended period of time.
Specific vision abilities required by this job include close vision requirements due to computer work.
The work environment characteristics described here are representative of those a team member encounters while performing the essential functions of this job. Moderate noise (i.e. business office with computers, phone, and printers, light traffic) and work is performed indoors in a climate-controlled environment.
Please note this job description/job ad is not designed to cover or contain a comprehensive listing of activities, duties or responsibilities that are required of the employee for this job. Duties, responsibilities and activities may change at any time with or without notice.
How to Apply:
Qualified candidates should respond with their resume, and answer the following questions in your own words to reflect your understanding of the topic. Please do not plagiarize your answers.
- What happens when we use multiple filters on same hidden layer rather that add more hidden layers in Deep Learning?
- What is/are your experience/s in Text Classification? Please add your github link as well.
- Write something about your educational pursuits.
- Start this proposal with “PSA Engine”. Write something about your experience with Project Management tools.
This is a closely-knit team of aspiring professionals. We expect you to be creative, adaptive and far-sighted. We have a great work environment and we demand continual learning, good communication and team work.