Machine Learning Expert Senior Scientist I

AbbVie

Confirmed live yesterday High trust
Hybrid

Quick summary

Work type
Hybrid
Location
North Chicago, IL
Salary
$84,500–$162,000 / yr
Posted
22 days ago
Freshness
Confirmed live yesterday
Closes
Aug 20, 2126
Nearby
99+ roles within 25 mi

Market check

Salary context

Below market

How this pay compares to similar roles

Similar $170k
This role $123k
$68k most similar roles pay here $242k

This role pays less than 92% of similar roles. Most pay $126,800–$212,457 — the shaded band above. At the midpoint, this role pays about $123k versus about $170k for comparable roles.

Based on 240 similar postings.

Employer

About AbbVie

AbbVie is a global biopharmaceutical company focused on discovering and delivering innovative medicines and solutions in immunology, oncology, neuroscience, and eye care. Its products include Humira, Skyrizi, and Rinvoq.

AbbVie currently has 297 open roles on FindRole.

Listed pay typically runs $109,500–$208,500 across 271 roles with salary data.

Most-posted roles

View all roles at AbbVie

At a glance

TL;DR · Machine Learning Expert Senior Scientist I

Role Posting Log in to save

The ML Expert / Senior Scientist I joins the Research & Development team to conceive and implement novel experimental approaches for solving scientific questions. This individual will collaborate with project teams to establish quantitative targets, identify suitable models to predict small molecule binding affinities for protein targets, and predict pharmacological properties like PK parameters. The role involves building predictive models, benchmarking performance, and utilizing data-driven approaches that account for model uncertainty. Key technical requirements include expertise in machine learning, deep learning, and cheminformatics, specifically regarding molecular generation, pose prediction, and affinity prediction. Candidates must be proficient in Python and the data science stack including numpy, pandas, and scikit-learn. Experience with architectures like GNN, CNN, RNN, Transformer, GCNN, and MPNN is required to solve complex chemical and biological data challenges within a research environment.

Skills

Machine Learning Deep Learning Python Cheminformatics NumPy Pandas Scikit-learn GNN CNN RNN Transformer GCNN MPNN GAN Active Learning Cloud Computing Data Science

What you'll do

  • Establish quantitative targets for driving project optimization.
  • Identify suitable models to predict small molecule binding affinities and pharmacological properties.
  • Build predictive models for relevant endpoints and benchmark them to evaluate performance and applicability.
  • Select specific models for query molecules using data-driven approaches that account for uncertainty.
  • Communicate the rationale for model selection and suitability to the project team.
  • Develop, implement, and deploy programs using machine learning and cheminformatics.
  • Maintain computational tools in Python and utilize cloud computing capabilities.

What we're looking for

  • Bachelor’s Degree and 7+ years of experience, or a Master’s Degree and 5+ years of experience.
  • Degree in chemistry, computer science, machine learning, cheminformatics, or chemical engineering (preferred).
  • Expertise in developing, implementing, and deploying programs using Machine Learning, Deep Learning, and Cheminformatics.
  • Experience with AI/ML-enabled molecular generation, pose prediction, affinity prediction, and pharmacological property prediction.
  • Strong programming skills in Python and the data science stack including numpy, pandas, and scikit-learn.
  • Ability to implement, debug, and maintain computational tools and proficiency with cloud computing capabilities.
  • Familiarity with architectures like GNN, CNN, RNN, Transformer, GCNN, and MPNN, plus paradigms like GAN and active learning.
  • Excellent communication skills to explain complex ideas to non-specialists and collaborate with internal experts.

Related searches

More Data Scientist II jobs Data Scientist II jobs in North Chicago All jobs at AbbVie

More like this

Similar roles

Data Scientist II, ML Expert

AbbVie

North Chicago, IL 22 days ago $84,500–$162,000
Machine Learning Deep Learning Python Cheminformatics NumPy Pandas Scikit-learn GNN CNN RNN Transformer GCNN MPNN GAN Active Learning Cloud Computing Molecular Generation Pose Prediction
7+ yrs exp Hybrid
Save

Data Scientist II

AbbVie

North Chicago, IL 43 days ago $78,500–$141,000
Python R SQL Generative AI Agentic AI Prompt Engineering RAG Machine Learning Pandas NumPy Scikit-learn TensorFlow PyTorch Tableau Power BI Data Warehousing Statistics Feature Engineering
5+ yrs exp Hybrid
Save

Data Science, Cheminformatics & AI: Lab-in-the-Loop Hit Finding

Novartis

San Diego, CA 81 days ago $138,600–$257,400
Cheminformatics Data Science Machine Learning Artificial Intelligence Python SQL Deep Learning Generative AI Linux High-Performance Computing Pandas R Data Visualization Active Learning Drug-Target Interaction Modeling Free Energy Perturbation Ligand Protein Docking
4+ yrs exp
Save

Data Scientist II

Toast, Inc.

Remote 91 days ago $112,000–$179,000
Python SQL Machine Learning Deep Learning NLP Generative AI LLM RAG scikit-learn TensorFlow PyTorch AWS SageMaker DynamoDB Athena Glue Airflow CI/CD Git Shell Scripting A/B Testing
2+ yrs exp Remote
Save

AI and ML Data Scientist

Booz Allen Hamilton

McLean, VA 86 days ago $77,600–$176,000
Python PyTorch Scikit-Learn LangChain LlamaIndex Hugging Face CUDA LLMs NLP Vector Databases Prompt Engineering FastAPI Flask Spark Kafka Hadoop Hive Databricks Kubernetes Docker OpenSearch Elasticsearch Git CI/CD DevSecOps Plotly Dash Streamlit Tableau Power BI
Save