Data Scientist

MKS Instruments; Bengaluru; On-site; INR 1,500,000 - 2,100,000; Full time

Job summary

MKS Instruments is seeking a Data Scientist for our Bangalore Engineering team. You will design, develop, test, and document advanced MKS products and report to the Bangalore Engineering Manager.

You will apply experimental methodologies, statistics, and ML to build models and insights, translating algorithms into production code across C++, C#, Java, R, SAS, or MATLAB. Collaborative work with large-scale data systems is expected.

Qualifications

• Bachelor/Master/PhD in a related scientific discipline with at least 2 years of related experience.
• Experience applying ML and statistical modeling to data.
• Proficiency with programming languages and data analysis tools.

Responsibilities

• Develop descriptive, diagnostic, predictive and prescriptive insights/algorithms.
• Use ML and statistical modeling techniques to improve product and data management.
• Translate algorithms into code using languages such as C++, C#, Java or statistical tools (R/SAS/MATLAB).
• Work with large-scale computing frameworks and data analysis systems (e.g., Hadoop, Cosmos, CloudML).

Skills

Machine learning

Statistics

C++

C#

Java

R

SAS

MATLAB

Education

Bachelor/Master/PhD in related field

2 years related experience

Tools

Hadoop

Cosmos

CloudML

Job description

A Day in Your Life at MKS:

We are seeking a talented a Data Scientist to join our Engineering team in Bangalore. In this role, you will contribute to the design, development, testing, sustaining engineering, and documentation of advanced MKS products. In this role, you will report to the Bangalore Engineering Manager.

You Will Make an Impact By:

• Develops and communicates descriptive, diagnostic, predictive and prescriptive insights/algorithms
• In product/systems improvement projects: uses machine language and statistical modeling techniques such as decision trees, logistic regression, Bayesian analysis and others to develop and evaluate algorithms to improve product/system performance, quality, data management and accuracy
• In both theoretical development environments and specific product design, implementation and improvement environments, uses current programming language and technologies to translate algorithms and technical specifications into code
• Completes programming and implements efficiencies, performs testing and debugging
• Employees in this role are expected to apply knowledge of experimental methodologies, statistics, optimization, probability theory and machine learning using code for tool building, statistical analysis and modeling using both general purpose software languages (eg, C++, C#, Java) and statistical languages (eg, R, SAS or MATLAB)
• Can work with large scale computing frameworks, data analysis systems and modeling environments (eg, Hadoop, Cosmos, or CloudML)

Skills You Bring:

• Requires a Bachelor of Science, Master of Science, or PhD degree or equivalent experience in a related scientific discipline and 2 years of related experience

Physical Demands and Working Conditions:

• Ability to sit and work at a computer workstation for extended periods.
• Ability to use laboratory equipment and occasionally lift and move electronic equipment or test fixtures up to 25 pounds.
• Work is performed in office and engineering laboratory environments.
• Regular use of electronic test equipment and prototype hardware for product development, validation, and troubleshooting activities.

Globally, our policy is to recruit individuals from wide and diverse backgrounds. However, certain positions require access to controlled goods and technologies subject to various export control regulations. Applicants for these positions may be limited (by, for example, their countries of citizenship, country of origin, or immigration status) where required by law or governmental contact, and/or employment made contingent upon the issuance of appropriate governmental licensing.

MKS Inc. and its affiliates and subsidiaries ('MKS') is an affirmative action and equal opportunity employer: diverse candidates are encouraged to apply. We win as a team and are committed to recruiting and hiring qualified applicants regardless of race, color, national origin, sex (including pregnancy and pregnancy-related conditions), religion, age, ancestry, physical or mental disability or handicap, marital status, membership in the uniformed services, veteran status, sexual orientation, gender identity or expression, genetic information, or any other category protected by applicable law. Hiring decisions are based on merit, qualifications and business needs. We conduct background checks and drug screens, in accordance with applicable law and company policies. MKS is generally only hiring candidates who reside in states where we are registered to do business.

MKS is committed to working with and providing reasonable accommodations to qualified individuals with disabilities. If you need a reasonable accommodation during the application or interview process due to a disability, please contact us at: [e-mail] .