We are currently looking for a Senior Software Engineer, Data to join our GenAI
and Web
Applications Team. Reporting to the team’s Engineering Manager, you'll work on
complex
projects focused on advancing our core search retrieval and ranking
capabilities. You'll
contribute to our backend initiatives and collaborate with other engineers and
scientists to
develop intelligent solutions for our software as a service (SaaS) products,
helping scientists
save time and increase their experiment quality.
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You Will:
- Design, implement, and optimize Conversational AI retrieval and evaluation
systems in collaboration with data engineers, product managers, and
scientists. This includes technical investigations, solution design, scalable
implementation with automated tests, and participation in code reviews.
- Troubleshoot and resolve retrieval and embedding-related issues in a timely
manner.
- Establish and uphold high standards forretrieval quality, evaluation rigor,
and team culture, ensuring outcomes align with scientific and business goals.
- Be given an unmatched opportunity for accelerated growth and learn from a
team working on cutting-edge IR + LLM applications in biomedicalresearch.
- Work on projects that directly support some of the largest pharmaceutical
companies in the world, improving their ability to discover and apply
biomedical knowledge.
- Tackle difficult IR/LLM challenges and contribute new ideas and perspectives
to advance our retrieval platform.
You Have:
- Deep Expertise in Information Retrieval (IR): Strong expertise in information
retrieval techniques (e.g., BM25, dense retrievers, hybrid methods) and an
ability to optimize them in production.
- Evaluation Expertise: Hands-on experience with IR evaluation metrics (e.g.,
Precision, Recall, MAP, MRR).
- Hands-on Experience with LLMs and Embeddings: Familiarity with LLMs and
vector embeddings, including fine-tuning or adapting models for
domain-specific retrieval tasks.
- Proficiency in Python: High proficiency in Python, with experience building
production-quality data or ML systems.
- System Design Skills: You can architect and build scalable information
retrieval systems and understand the trade-offs of different design choices.
- 4+ years of professional software engineering experience, ideally in roles
bridging ML/IR and backend development.
Nice to haves, but not mandatory qualifications:
- Infrastructure and Ecosystem: Exposure to cloud ecosystems (Google Cloud,
BigQuery, Spanner, Vertex AI).
- Applied Machine Learning: You have experience tuning embedding models,
training and evaluating reranker models, and are comfortable with A/B testing
and online evaluation.
- Data and Knowledge Graphs: You have experience with graph databases and
knowledge graph-based retrieval.
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Benefits and Perks:
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A great compensation package that includes BenchSci equity options
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A robust vacation policy plus an additional vacation day every year
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Company closures for 14 more days throughout the year
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Flex time for sick days, personal days, and religious holidays
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Comprehensive health and dental benefits
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Annual learning & development budget
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A one-time home office set-up budget to use upon joining BenchSci
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An annual lifestyle spending account allowance
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Generous parental leave benefits with a top-up plan or paid time off options
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The ability to save for your retirement coupled with a company match!
About BenchSci:
BenchSci's mission is to exponentially increase the speed and quality of
life-saving research and development. We empower scientists to run more
successful experiments with the world's most advanced, biomedical artificial
intelligence software platform.
Backed by Generation Investment Management, TCV, Inovia, F-Prime, Golden
Ventures, and Google's AI fund, Gradient Ventures, we provide an indispensable
tool for scientists that accelerates research at top pharmaceutical companies
and leading academic centers.
Our Culture:
Our culture fosters transparency, collaboration, and continuous learning.
We value each other's differences and always look for opportunities to embed
equity into the fabric of our work. We foster diversity, autonomy, and personal
growth, and provide resources to support motivated self-leaders in continuous
improvement.
You will work with high-impact, highly skilled, and intelligent experts
motivated to drive impact and fulfill a meaningful mission. We empower you to
unleash your full potential, do your best work, and thrive. Here you will be
challenged to stretch yourself to achieve the seemingly impossible.
Diversity, Equity and Inclusion: We're committed to creating an inclusive
environment where people from all backgrounds can thrive. We believe that
improving diversity, equity and inclusion is our collective responsibility, and
this belief guides our DEI journey. Learn more about our DEI initiatives
[https://careers.benchsci.com/ca/en/dei].
Accessibility Accommodations: Should you require any accommodation, we will work
with you to meet your needs. Please reach out to talent@benchsci.com
[talent@benchsci.com].