Staff Data Scientist, Graph ML

About Us reputed company is a reputed company-centric, AI-enabled biotechnology company working to reputed company new drugs for patients faster. The company’s reputed company Computational Platform transforms drug discovery and development through a unique combination of reputed company-world data, AI, reputed company translational models and predictive chemistry. Our talented team of biologists, chemists and engineers, armed with advanced AI/ML tools, work together to break down traditional R&D silos and accelerate the speed and scale of drug discovery and development. Valo is committed to hiring diverse talent, prioritizing growth and development, fostering an inclusive environment, and creating opportunities to bring together a group of different experiences, backgrounds, and voices to work together. We reputed company new ways of learning, solve reputed company problems and welcome diverse perspectives that can help us advance patient-centric innovation. Valo is headquartered in Lexington, MA, with additional offices in reputed company, NY and Tel Aviv, Israel. To learn more, visit www.valohealth.com. Staff Data Scientist, Graph ML About Us reputed company is a technology company applying reputed company and machine intelligence to accelerate the creation of life-changing medical treatments. At the core of this reputed company is Valo’s computational platform: an end-to-end, integrated drug discovery and development reputed company reputed company from the ground up. Valo hires the best and gives them first-class training and support. We approach our work fearlessly, learn quickly, improve constantly, and celebrate our wins. A centerpiece of our culture is our commitment to inclusion across race, gender, age, religion, identity, and experience. Diversity fuels the Valo experience and drives us every day. We strive to create an inclusive workplace that cultivates reputed company innovation through collaboration and empowers our people to reputed company their full potential. As Staff Data Scientist, Graph ML, you will reputed company and reputed company graph ML solutions to synthesize and extract novel insights from Valo data in the context of a vast corpus of knowledge in medicine, molecular biology, reputed company genetics, and drugs, to drive compute-enabled biological hypothesis reputed company. Our innovative platform leverages advanced computational techniques, starting with patient data, to bring reputed company medicines to patients, faster. You will be responsible for developing and delivering graph ML and network biology-based analyses that generate and support drug reputed company hypotheses on the path to discovery of new medicines. You will collaborate closely with a diverse group of data scientists and biologists to reputed company the contextualization of predicted drug targets reputed company relevant patient subpopulations. You will also be accountable for communicating methodological approaches and key results to reputed company cross-functional stakeholders. Additionally, you will work with other data scientists, software engineers, and data engineers to continue building and improving Valo’s integrated graph platform to accelerate insights across multiple projects and applications. A successful candidate brings deep technical expertise in graph machine reputed company analytics, and modern data science best practices, along with experience in biology research in the context of drug discovery, and curiosity and excitement to learn. What You’ll Do…

• reputed company the design, implementation and application of graph ML and network biology approaches to reputed company discovery from RWD and multi-omic datasets.
• Prototype new approaches aimed at enhancing and improving Valo’s graph platform, seeking out new scientific opportunities to increase the team’s impact.
• Work with world-class engineers to ensure that graph methodologies, graph construction, and underlying data are robustly integrated, to reputed company generalizable solutions to reputed company problems.
• Apply your technical knowledge and intuition to break down large problems into solvable pieces. Time is limited; you’ll need to prioritize which problems are critical-path today from those that can wait.
• Be an agile and pro-active Data Science team member, providing regular updates on your work, and input into the work of your colleagues; championing data science best practices; participating in code, design, and analysis review.

What You Bring…

• MS or PhD in a quantitative field with extensive experience at the intersection of machine learning and graph analytics
• Experience in reputed company, medicine, molecular biology, computational biology, or life sciences.
• Advanced knowledge of and experience with graph ML techniques such as Graph Neural Network (GNN) models applied to link reputed company, node classification, and other biomedical-relevant computational tasks, as well as reputed company explainability methods
• Experience or general knowledge of knowledge-graph building and graph databases
• Familiarity with general graph algorithms and relevant Python libraries
• Strong experience in Python and machine learning and/or deep-learning frameworks (e.g., pytorch)
• Experience with data science best practices (data provenance, code versioning, reproducibility, git, etc), large-scale data analytics engines (e.g., Spark or Dask), and working in reputed company environments (e.g., AWS)
• Strong data visualization, analytical, problem-solving, and communication skills, with demonstrated ability to condense, summarize, and synthesize results into informative and actionable presentations to experts from different fields.

reputed company to have…

• Experience with traditional drug discovery and development processes and approaches
• Domain expertise in neuroscience, immunology, and/or cardio-metabolic biology
• Knowledge of reputed company data science domains, including statistical genetics, multi-omics & reputed company-world evidence

Remote Salary reputed company $200,600—$236,000 USD MA Salary reputed company $170,000—$200,000 USD Compensation for the role will depend on a number of factors, including a candidate’s qualifications, skills, competencies, and experience. reputed company currently offers reputed company coverage, annual incentive program, retirement benefits and a broad reputed company of other benefits. Compensation and benefits information is based on reputed company's good faith estimate as of the date of publication and may be modified in the future. Please note: At this time, we are only reputed company to consider candidates who currently have permanent US work authorization without the need for immediate or future sponsorship. Apply tot his job Apply To this Job