Deep Learning Scientist - Theoris : Job Details

Job Title: Deep Machine Learning Data Scientist

Location: San Diego(Hybrid)

Industry: Pharmaceutical

About the Role: Theoris Services in assisting our client in finding a highly skilled Deep Machine Learning Data Scientist to join our client's innovative drug discovery team. The ideal candidate will have a strong background in machine learning, particularly in deep learning techniques, and experience handling biological data. You will play a crucial role in developing and optimizing machine learning models to support groundbreaking research in the pharmaceutical industry.

Key Responsibilities:

• Design, implement, and maintain deep learning models for analyzing large-scale biological datasets.
• Develop and optimize algorithms for data preprocessing, feature extraction, and model training.
• Collaborate with biologists, chemists, and bioinformaticians to integrate machine learning solutions into analytical and biophysical assays.
• Utilize high-performance computing resources and cloud platforms to accelerate model training and deployment.
• Ensure reproducibility and traceability of machine learning workflows using version control tools.

Qualifications:

• Educational Background: Bachelor's or Master's degree in Computer Science, Data Science, Bioinformatics, or a related field. A Ph.D. is a plus.
• Antibody/protein design, model training and fine-tuning; LLM/PLM, GNN, CNN
• Proficiency in deep learning frameworks such as TensorFlow, PyTorch, or Keras.
• Strong programming skills in Python and familiarity with libraries such as NumPy, SciPy, and scikit-learn.
• Experience with high-performance computing environments and cloud platforms (AWS, Azure, GCP).
• Familiarity with biological sequence databases like GenBank, UniProt, and tools for clustering biological data (e.g., UCLUST, BLASTClust).
• Strong analytical skills with attention to detail and the ability to work collaboratively in a multidisciplinary team environment.
• Excellent communication skills for conveying technical concepts to diverse audiences.

Experience:

• At least 3 years of experience in machine learning or bioinformatics within a research or industry setting.
• Experience in developing and deploying deep learning models for biological data analysis.
• Background in analytical and biophysical assays is highly advantageous.

Why Join Us?

• Be part of a high-impact team reshaping the future of drug discovery through AI/ML.
• Work with a team of experts dedicated to scientific innovation and excellence.
• Opportunities for professional growth and development within the company.

Best-In-Class-Benefits

We are in the people business; treating people right is our ONLY priority. Theoris Services consultants are full-time employees with full benefits, including:

• Robust Health Insurance
• 401(k) plan
• PTO accrual
• Paid holidays
• Excellent cash-based referral program