BigHat Biosciences Interview Guide

Interview difficulty 4.9 / 10Based on 54 interview reportsUpdated weekly

Everything we know about interviewing at BigHat Biosciences: what each round tests and compensation by level.

Research ScientistData ScientistResearch AnalystMachine Learning EngineerSoftware Engineer

01Skills

What BigHat Biosciences evaluates

How often each skill shows up across reported interview loops.

Python100%Machine Learning System Design (ML case studies)96%Protein Engineering (antibody engineering)93%Generative Models for Protein/Antibody Design90%Protein Sequence and Structure Modeling87%Iterative Optimization / Lab-in-the-Loop84%PyTorch (framework familiarity)81%Predictive Modeling of Antibody Properties78%De novo Protein/Antibody Design75%Multi-Modal Learning (sequence + structure + other data)72%Multi-Objective Optimization69%Training on Large Proprietary Datasets (thousands to millions)66%

02Role guides

Interview guides by role

Each guide has the questions BigHat Biosciences interviewers actually ask, the loop structure, and total compensation by level.

5roles

Data Scientist

What is a Data Scientist at BigHat Biosciences? A Data Scientist at BigHat Biosciences sits at the intersection of cutting-edge machine learning and advanced protein engineering. You are not just building models; you are accelerating the design of high-quality therapeutic antibodies. Your work directly influences how the company navigates the...

View guideView

Machine Learning Engineer

What is a Machine Learning Engineer at BigHat Biosciences? At BigHat Biosciences, the Machine Learning Scientist/Engineer role sits at the intersection of cutting-edge computational modeling and high-throughput biological experimentation. You are not simply applying existing models to generic datasets; you are architecting the intelligence that powers our full-stack antibody drug...

$63k–$286kView

Research Analyst

1. What is a Research Analyst at BigHat Biosciences? The Research Analyst role at BigHat Biosciences is a pivotal position that sits at the intersection of high-throughput protein engineering, machine learning, and laboratory automation. As part of a team pushing the boundaries of antibody discovery, your work directly informs the...

$75k–$113kView

Research Scientist

What is a Research Scientist at BigHat Biosciences? The Research Scientist at BigHat Biosciences is a pivotal role that sits at the intersection of wet-lab innovation and computational design. You will be tasked with advancing the company’s platform, which integrates high-speed characterization with machine learning to design better therapeutic antibodies....

View guideView

Software Engineer

What is a Software Engineer at BigHat Biosciences? As a Software Engineer at BigHat Biosciences, you are at the intersection of cutting-edge software engineering and synthetic biology. Your work directly contributes to the development of a platform that designs better antibodies for patients through high-speed characterization and AI-driven design. This...

$157k–$215kView

03Compensation

What BigHat Biosciences pays, by level

Estimated total compensation: base salary plus stock and annual cash bonus.

Median $175k

LevelBaseStockBonus / yrTotal comp

All levels$75k–$281k——$63k–$286k

Ranges blend verified compensation data points · base + stock + annual bonus shown. Estimates only.

04FAQ

BigHat Biosciences interview FAQ

Answered from real candidate and workplace data, marked up for rich results.

How hard is the BigHat Biosciences interview?

Candidates most commonly rate BigHat Biosciences interviews as medium, based on 54 reported interviews.

How much does BigHat Biosciences pay for data roles?

Reported total comp for data roles at BigHat Biosciences ranges from roughly $63k to $286k per year, varying by level, team, and location.

What topics does BigHat Biosciences test in interviews?

BigHat Biosciences interviews most often cover Python, Machine Learning System Design (ML case studies), Protein Engineering (antibody engineering), Generative Models for Protein/Antibody Design, and Protein Sequence and Structure Modeling. The exact emphasis depends on the specific role you apply for.

What roles can I prepare for at BigHat Biosciences?

Dataford has interview guides for 5 roles at BigHat Biosciences, including Data Scientist, Machine Learning Engineer, Research Analyst, and Research Scientist, and more.

Where is BigHat Biosciences headquartered?

BigHat Biosciences is headquartered in San Mateo, US.

Ready for your BigHat Biosciences interview?

Practice the exact questions from this guide with AI feedback, and walk into your loop knowing what to expect.

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Keep exploring

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Roles at BigHat Biosciences

BigHat Biosciences Data Scientist BigHat Biosciences Machine Learning Engineer BigHat Biosciences Research Analyst BigHat Biosciences Research Scientist BigHat Biosciences Software Engineer All 5 roles

BigHat Biosciences prep plans

BigHat Biosciences Interview Questions BigHat Biosciences Machine Learning Engineer Interview Questions All prep collections

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