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Amgen Inc
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Associate Data Scientist - Forecasting

Associate Data Scientist - Forecasting

Amgen Inc

2 - 7 years

5 - 9 Lacs

hyderabad

Posted:6 hours ago| Platform:

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Skills Required

python presentation skills tensorflow pytorch troubleshooting hive algorithms scikit-learn forecasting time series prototype data cleansing data quality git spark predictive modeling machine learning algorithms cloud computing statistics ml

Work Mode

Work from Office

Job Type

Full Time

Job Description

Amgen is seeking a n Associate Data Scientist to develop, design and deploy AI enabled forecasting models . You will apply technical expertise from data ingestion to model deployment to scale forecasting models across R&D, Manufacturing, and Commercial for critical needs .

You will manipulate large messy datasets, write high-quality code, and adapt complicated machine learning models to the problems at-hand . The Associate Data Scientist should be familiar with moving models from development to production and have a good sense for tracking and updating model performance.

Roles & Responsibilities:

Integ ral part of a high performing team of data scientists and engineers looking to translate m achine l earning algorithms into effective solutions focused on forecasting

Perform exploratory and targeted data analyses using descriptive statistics and other methods to identify patterns and anomalies

Assist in d evelop ment of high-performance forecasting algorithms , prototypes, predictive models, and proof of concepts using a cutting-edge technical stack

Develop analytics pipelines leveraging MLOps practices

Collaborate with data engineers on data quality assessment, data cleansing, and the development of operational data pipelines

Further build the team by contributing ideas and standard methodologies, and keeping abreast of developments in industry and academia

Communicate effectively and influence a diverse set of technical, scientific, medical, and business constituents at the functional and executive levels

Assuring compliance with regulatory, security, and privacy requirements as it relates to data assets

Share and discuss findings with team members and stakeholders

Must-Have Skills:

Experience in analyzing time-series data for forecasting and trend analysis

P roficiency in Python and relevant ML libraries (e.g., TensorFlow, PyTorch , Scikit-learn)

Familiarity with designing, evaluating, and applying a variety of supervised and unsupervised machine learning models to drive business value

Familiarity with Generative AI models (e.g., GPT, DALLE, Stable Diffusion) and their applications across domains in forecasting

Understanding of the modern data stack: distributed computing tools (Spark, Hive, etc.), cloud computing environments, and source code control technologies ( e.g. Git)

Famili ar with state-of-the-art machine learning tools, such as deep learning frameworks, transformer models, NLP models , and time series models, with demonstrated and interpretable insight and impact

Strong communication skills capable of presenting complicated and nuanced work in a clear, concise, and understandable manner to a diverse audience

Nice-to-Have Skills:

E xperience in Biotechnology or pharma industry is a big plus

Foundation in machine learning algorithms and techniques

Education and Professional Certifications

Masters degree or Bachelors degree in Computer Science, Business, Engineering, IT or related field
2+ Years of relevant work experience

Certifications on GenAI /ML platforms (AWS AI, Azure AI Engineer, Google Cloud ML, etc.) are a plus

Soft Skills:

Initiative to explore alternate technology and approaches to solving problems

Skilled in breaking down problems, documenting problem statements, and estimating efforts

Excellent analytical and troubleshooting skills

Strong verbal and written communication skills

Ability to work effectively with global, virtual teams

High degree of initiative and self-motivation

Ability to manage multiple priorities successfully

Team-oriented, with a focus on achieving team goals

Ability to learn quickly, be organized and detail oriented

Strong presentation and public speaking skills

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Associate Data Scientist - Forecasting