Data Scientist

1 week ago

Bengaluru, Karnataka, India Transaction Network Services Full time

An extraordinarily talented group of individuals work together every day to drive TNS' success, from both professional and personal perspectives.

Come join the excellence

Overview


Transaction Network Services (TNS), a Koch Industries company is seeking a talented and motivated data scientist to work within our AI Labs, India.

As a Data Scientist, you will play a crucial role in analyzing complex datasets, building statistical and deep learning models, and implementing machine learning solutions.

You will work closely with cross-functional teams to extract insights from data and contribute to data-driven decision-making processes.
Responsibilities

Primary Responsibilities:
Utilize expertise in statistical analysis, machine learning, and deep learning techniques to solve complex international business problems.
Develop, train, and deploy predictive models using machine learning frameworks and tools.
Perform data preprocessing, feature engineering, and exploratory data analysis to identify patterns and trends.
Collaborate with domain experts and stakeholders to understand business requirements and translate them into analytical solutions.
Apply cloud engineering principles to design and deploy scalable and efficient AI solutions in the cloud environment.
Collaborate with software engineers to integrate machine learning models into production systems.
Implement MLOps practices to automate model training, deployment, and monitoring processes.
Communicate complex findings and insights to both technical and non-technical stakeholders through clear and concise reports and visualizations.

Qualifications

Education and Experience:

Advanced degree in computer science, machine learning, statistical methods, or related field years of industry experience in a data science role.

Proficiency in Python programming language and experience with popular data science and machine learning frameworks (e.g., TensorFlow, PyTorch, scikit-learn).Knowledge of MLOps practices and experience with tools such as Docker, AWS EMR, or AWS Sagemaker.

Solid understanding of data preprocessing techniques, feature engineering, and exploratory data analysis.
Knowledge in developing scalable data architectures in a cloud environment.
Demonstrated ability to work with large data sources with a focus on data privacy and security.
Solid foundation in software engineering principles.
Background in software development process and tools with a focus on Jira.
Experienced in working in a geographically distributed team environment.
Experience working for leadership located in other countries and cultures as well as large time zone shifts.

Communications:
Excellent communication & presentation skills.
Strong teamwork, communication skills, passion, creativity, productivity & learning agility.
Strong written and verbal communications skills working with internationally based colleagues.
Ability to articulate and interpret analytical results from developed programs.

Related Knowledge base:
Big data technologies such as Hadoop, Spark, or Hive.
Knowledge of software engineering principles and experience collaborating with software development teams.
Test design/design of experiments.
Decision Tree analysis.

Mathematical programming and optimizationIf you are passionate about technology, love personal growth and opportunity, come see what TNS is all aboutTNS is an equal opportunity employer.

TNS evaluates qualified applicants without regard to race, color, religion, gender, national origin, age, sexual orientation, gender identity or expression, protected veteran status, disability/handicap status or any other legally protected characteristic.

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