Senior Data Scientist
About the Role:
DCY is seeking a talented and motivated Sr. Data Scientist. DCY is the corporate research division that focuses on advanced technology development for applications across all DCY product lines including Automotive, Lifestyle (consumer), and Professional.
You will be responsible for translating complex analytical concepts into actionable results for our research. As a Data Scientist on the DCY Neurosense team, you will work with a world-class multidisciplinary team to deploy scalable predictive reasoning and data mining algorithms, as well as extract / transform Big Data. Provide technical expertise and business consultative skills to address supervised and unsupervised learning problems in an applied automotive analytics environments. You will be involved in the development and execution of all data management functions and statistical analysis relating to client specific projects. You will also be directly responsible for preparing, analyzing and generating effective project results in an efficient and errorless manner using classical statistical techniques as well as advanced tools, delivered on time and on budget.
This position will be located in Yerevan, Armenia, where the successful candidate will have access to world class tools and facilities.
Your Team:
This position has no direct reports.
What You Will Do:
- Provide data/report support for complex data mining projects.
- Conceptualize problems, apply appropriate theory, explore approaches, simulate, and implement with minimal supervision.
- Define data needs, evaluate data quality, and extract/transform data for analytic projects and research.
- Leverage R, Weka, NumPy, MatLab, etc.to dig into data to extract meaning from information.
- Excellent understanding of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, etc.
- Experience with common data science toolkits, such as R, Weka, NumPy, MatLab, etc.
- Experience with data visualization tools, such as D3.js, GGplot, etc.
- Proficiency in using query languages such as SQL, Hive, Pig
- Experience with NoSQL databases, such as MongoDB, Cassandra, HBase
- Good applied statistics skills, such as distributions, statistical testing, regression, etc.
- Good scripting and programming skills
What You Need:
- Bachelor or Master Degree in Computer Science, SW Engineering, Mathematics, or Statistics
- Experience working with large volumes of data, preferably in auto, or healthcare
- Must have 5+ years’ experience in Predictive Modeling & Data Mining; Competitive/Customer Intelligence; Statistical Model Development; Analytics (Predictive Analytics); Big Data; and High Performance Computing
- Minimum 5 years of experience in IT industry with a focus on Statistics or Analytics
- Strong Python, and R skills.
- Must be able to identify data relationships, trends, and anomalies.
- Strong written and verbal communication skills.
- Ability to interpret and articulate analytical results
What is Nice to Have:
- Ability to show value of analytics within business processes
- Regression (linear, logistic, multinomial, censored)
- Test Design/Design of Experiments
- Segmentation and clustering
- Decision tree analysis
- Mathematical programming and optimization
- Optimization
What Makes You Eligible:
- Willingness to travel 10%
- Willingness to work in an office/lab (Hybrid).
What We Offer:
- Access to employee discounts on world-class DCY and Samsung products (JBL, DCY Kardon, AKG, etc.)
- Extensive training opportunities through our own DCY University
- Competitive wellness benefits
- Tuition Reimbursement
- Access to DCY Campus Fitness Center and Cafeteria
- An inclusive and diverse work environment that fosters and encourages professional and personal development