Data Scientist, Data & Analytics (India, Remote)
WCG · India
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- Hybrid
- Full-time
- ₹3,800,000 / year
- India
Job highlights
- Develop analytics for clinical trial processes.
- Work with D&A engineering and clinical experts.
- Utilize generative AI and cutting-edge technology.
- Analyze structured and unstructured data.
- Enhance decision-making in clinical trials.
About the role
About WCG
WCG At WCG, our employees are our most valuable asset, and as with all our assets, we invest in them with an eye toward future success. We provide each eligible employee with a comprehensive set of benefits designed to protect their personal and financial health to help make the most of their future. Benefits Annual PTO Career Development OpportunitiesJob Summary
In our Data & Analytics (D&A) organization, the Data Scientist plays a pivotal role in the development of analytics-driven solutions that optimize and streamline end-to-end clinical trial processes. Working closely with our D&A engineering team and clinical trial experts, this role will harness the power of cutting-edge technology and provide intelligence-based solutions to enhance decision-making in the clinical trial process. The Data Scientist is part of a team that is domain agnostic, working hands-on with structured as well as unstructured data, designing algorithms and implementing innovative capabilities that cater to an array of business use cases within our D&A function. As a core member of the D&A team, the Data Scientist will leverage the power of latest developments, tools, and libraries in the generative AI field to deliver clinical trial business solutions that are aligned to the organization’s strategic roadmap.Essential Duties and Responsibilities
- Responsible for helping the organization discover the information hidden in vast amounts of data (open source, licensed and proprietary) and make smarter decisions to deliver excellent services and products.
- Apply data mining techniques, perform statistical analysis, and build high quality prediction systems integrated with existing and future services/products.
- Select features, build, and optimize classifiers using machine learning techniques.
- Enhance data collection procedures to include information that is relevant for building analytic systems.
- Process, cleanse, and verify the integrity of data used for analysis. Work with the engineer team to operationalize all processes.
- Perform ad-hoc analysis and present results in a clear and concise manner.
- Support team members developing, analyzing, interpreting, and presenting of operational data in support of strategy and planning.
- Provide support to stakeholders as required to efficiently and effectively model and forecast data and other relevant information to allow for the development of evidence-based strategies for inclusion into client deliverables.
- Prepare clinical trial operational predictions/forecasts with appropriate guidance from internal clinical operational experts.
- Synthesize multiple sources of information to solve problems related to data analysis and delivery.
- Collaborate with cross-functional partners in leading projects as assigned.
- Other duties as assigned by supervisor. These may, on occasion, be unrelated to the position described here.
Education Requirements
Bachelor’s degree required, preferably in Mathematics, Statistics, Engineering, Computer Science, or a quantitative discipline from an accredited institution.Qualifications and Experience
- 2+ years of progressive relevant work experience in: Data analytics, market research, and/or data mining, preferably in developing feasibility and clinical trial development strategies
- Machine learning and deep learning techniques and algorithms
- Common data science toolkits, ideally Python
- 1+ years of practical experience: Understanding and demonstrated experience mining, manipulating and presenting complex scientific data as it relates to clinical research or market analyses
- Experience with NoSQL databases and data platforms (databricks, snowflake, etc.)
- 6+ months experience analyzing large data sets, applying a variety of statistical techniques such as regression, discriminant analysis, cluster analysis; Bayesian Theory experience preferred
- Applied statistics skills, such as distributions, statistical testing, regression, etc.
Travel Requirements
0% – 5%Equal Opportunity Employer Statement
WCG is proud to be an equal opportunity employer – Qualified applicants will receive consideration for employment based on merit and without regard to race, color, national origin or ancestry, religion or creed, sex, sexual orientation, gender expression, gender identity, age, marital status, family or parental status, disability, genetic information, citizenship, veteran status, or any other legally recognized basis or status protected by federal, state, or local law. WCG complies with the Vietnam Era Veterans' Readjustment Act and Section 503 of the Rehabilitation Act. We promote a "One WCG" culture where all are welcome, respected, valued, and empowered to make a difference every day to advance clinical research.Key Skills/Competency
Data Science, Machine Learning, Statistical Analysis, Data Mining, Python, Clinical Trials, Data Analytics, Generative AI, Predictive Modeling, Big Data AnalysisSkills & topics
- Data Scientist
- Data Analytics
- Machine Learning
- Statistical Analysis
- Data Mining
- Python
- Clinical Trials
- Generative AI
- Predictive Modeling
- Big Data
How to get hired
- Research WCG's mission: Understand their commitment to advancing clinical research and improving human health.
- Tailor your resume: Highlight your experience with data analytics, machine learning, and clinical trial data.
- Showcase technical skills: Emphasize your proficiency in Python, data mining, and statistical analysis.
- Prepare for technical questions: Be ready to discuss your experience with predictive modeling and generative AI.
- Express passion for healthcare: Articulate your interest in applying data science to improve patient outcomes.
Technical preparation
Master Python for data science libraries.,Practice SQL for data extraction.,Study machine learning algorithms.,Prepare case studies on data projects.
Behavioral questions
Describe a complex data problem you solved.,How do you handle ambiguous data requirements?,How do you collaborate with non-technical teams?,Share an instance of influencing decisions with data.
Frequently asked questions
- What are the primary responsibilities of a Data Scientist at WCG?
- As a Data Scientist at WCG, you will be responsible for developing analytics-driven solutions to optimize clinical trial processes. This includes applying data mining, statistical analysis, and machine learning techniques to structured and unstructured data, with a focus on leveraging generative AI to enhance decision-making and deliver business solutions.
- What qualifications are essential for the Data Scientist role at WCG?
- Essential qualifications include a Bachelor's degree in a quantitative discipline, 2+ years of experience in data analytics/mining and machine learning, proficiency in Python, and experience with clinical research data. Familiarity with NoSQL databases and platforms like Databricks or Snowflake is also beneficial.
- Is this Data Scientist position remote, and where must candidates reside?
- Yes, this is a fully remote position. However, it is exclusively available to candidates who currently reside in India.
- What is the salary range for the Data Scientist position at WCG?
- The annual salary range for this full-time Data Scientist position is between 3,500,000 and 4,100,000 INR. This range can vary based on a candidate's qualifications, experience, skills, education, and geographic location within India.
- What kind of data will a Data Scientist at WCG work with?
- A Data Scientist at WCG will work with vast amounts of data, including open source, licensed, and proprietary sources. This data can be both structured and unstructured, and will be related to clinical trials and market analyses.
- What is WCG's stance on equal opportunity employment?
- WCG is a proud equal opportunity employer. They consider all qualified applicants based on merit, without regard to race, color, religion, sex, sexual orientation, gender identity, age, disability, or any other legally protected status. They foster an inclusive culture where all employees are welcomed, respected, valued, and empowered.
- What benefits does WCG offer to its employees?
- WCG offers a comprehensive benefits package designed to protect employees' personal and financial health. This includes Annual PTO and Career Development Opportunities, reflecting their investment in employee success.
- What is the role of generative AI in this Data Scientist position?