Senior Data Scientist

Eleos Health
Tel Aviv, Israel

Who this role is best for

Geared toward data scientists with NLP and AI expertise, comfortable with analyzing patient-therapist conversations in a dynamic startup environment in Tel Aviv.

Best fit for

  • Candidates with 5+ years of AI model development and NLP experience in healthcare settings
    — “developing and delivering end-to-end AI models, from data cleaning, feature engineering, algorithm development, and implementation in production”
  • Individuals who have worked with speech and audio technologies in production systems
    — “Experience with Speech & Audio domain (e.g., Speech-to-text, Speakers Separation, Diarization, Speaker identification) – advantage”
  • Candidates who are motivated by impactful work in behavioral health and care transformation
    — “We want to give clinicians the support they need to do the important work only they can do.”

Things to consider

  • Equity is offered, which may require long-term commitment to the company's vision
    — “We offer significant equity.”
  • Hybrid work opportunities may require periodic on-site presence in Tel Aviv
    — “Hybrid work opportunities.”

How to stand out

  • Highlight specific projects where you used NLP and AI to improve healthcare workflows
    — “As a Sr. Data Scientist, you will be spearheading the analysis of tens of thousands of patient-therapist conversations”
  • Showcase experience with production-grade Python and end-to-end machine learning pipelines
    — “+3 years of experience in Python (production grade coding)”
  • Emphasize your ability to work with cross-functional teams, especially clinical and product experts
    — “Mentor and provide technical guidance to other team members.”
  • Demonstrate how you have reduced administrative burden in prior roles using AI or automation
    — “reducing administrative burden, protecting revenue and compliance”
  • Show evidence of your capacity to take ownership of tasks from start to finish
    — “Accountability - we can trust you to take ownership of your tasks from A-Z”
Pace · Fast PacedCollaboration · HighAutonomy · MediumDecision Impact · Team

Derived from job-description analysis by Serendipath's career intelligence engine.

What success looks like

  • lead data science projects
  • develop end-to-end AI solutions
  • derive insights from patient-therapist conversations
Typical background
data scientistPython developerAI model developer

Skills & requirements

Required

Data SciencePythonAI ModelsNLPLLM ApplicationsGenerative AICloud Platforms

Preferred

Speech & Audio DomainStart-ups Experience

Stack & domain

PythonNLPLLM ApplicationsGenerative AISpeech & Audio DomainCloud PlatformsPolaris AIBehavioral HealthAI ModelsData CleaningFeature EngineeringAlgorithm DevelopmentImplementation In ProductionLeadershipCollaborationMentoringRecruitmentHospiceHome HealthCare TeamsAIData ScienceSpeech-to-textSpeaker Identification

About the role

Original posting from Eleos Health via Greenhouse

Who is Eleos Health?

The people who deliver care in our communities and homes do some of the most important work in healthcare. But too often, theyʼre asked to spend their time navigating paperwork, administrative burden, and problems they only discover after something has already gone wrong. 

Eleos exists to change that.

Weʼre building the system of action for community-based care - helping behavioral health, hospice, home health, and other care teams spend less time reacting to problems and more time focused on the people they serve.

Powered by our Polaris AI, Eleos works alongside clinicians and their teams to understand whatʼs happening across care in real time and take action before issues become problems, reducing administrative burden, protecting revenue and compliance, and giving care teams more time and capacity to deliver great care.

Our vision is a world where care teams can stay one step ahead, rather than constantly catching up. Weʼre helping shift an entire industry from reactive to proactive, and we need talented people to help us get there.

Who is Eleos Health?

Today, more people than ever are speaking publicly about their mental health. Whether it's ourselves, our friends and family or even public figures, taking care of your behavioral health is no longer a taboo, it's vital, and it's only human. Eleos is on a mission to help deliver the world's most effective behavioral care through data, measurement, and personalization. Or simply put, 

We want to give clinicians the support they need to do the important work only they can do.

What is this opportunity? 

We at Eleos are building a state-of-the-art behavioral health CareOps automation solution, our platform is a cutting-edge solution that turns behavioral health conversations into documentation and intelligence that drives better care, enhances therapists day to day, and increases their effectiveness and success.

Our solution uses cutting edge technology to digitize behavioral health conversations, track evidence-based care, and significantly reduce documentation work.

As a Sr. Data Scientist, you will be spearheading the analysis of tens of thousands of patient-therapist conversations, working closely with our leadership, product, and clinical experts team, to derive insights that directly improve therapy sessions for thousands of people. This is a unique opportunity to join a startup with real impact on the wellbeing and mental health of thousands, applying cutting edge technology for solving a meaningful human problem with huge financial and psychological implications.

Who are you?

+5 years of proven industry experience as a data scientist

+3 years of experience in Python (production grade coding)

Proven experience in developing and delivering end-to-end AI models, from data cleaning, feature engineering, algorithm development, and implementation in production

Experience with NLP, LLM applications and Generative AI

Experience in Speech & Audio domain (e.g., Speech-to-text, Speakers Separation, Diarization, Speaker identification) – advantage

Experience with cloud platforms (e.g., AWS, GCP, Azure) – advantage

Start-ups experience - advantage

Master's or Ph.D. in Computer Science, Statistics, Machine Learning, or a related field - advantage

How will you contribute?

Lead data science projects that directly influence the work of thousands of psychologists, psychiatrists, and other caregivers.

Develop end-to-end AI solutions from the research phase through to production.

Identify and leverage cutting-edge technologies to facilitate their integration into our products.

Mentor and provide technical guidance to other team members.

Play a critical role in designing the company’s products.

What qualifications and skills will help you to be successful? 

Some nice to haves are

Accountability - we can trust you to take ownership of your tasks from A-Z and understand the gravity of the data you are working with.

Agility and adaptability - we can trust you to get things done, learn what it takes on your own and adapt to a very dynamic environment.

Communication - you are able to successfully communicate complex issues and problems.

Analytical thinking and problem-solving - strong analytical mind with creative problem-solving capabilities.

Great interpersonal skills.

Team collaboration -  a collaborative team player who excels in working with cross-functional teams, including product, clinical experts, and engineering.

This is a unique opportunity to join a startup that is having a meaningful impact on the well-being and mental health of thousands. We have

A product that positively impacts peoples' lives every single day.

A team of amazing people with a shared vision and the infinite drive to make it happen

We offer significant equity.

Opportunity to build, grow and become highly instrumental in shaping how technology can increase the effectiveness of therapy.

Hybrid work opportunities. 

Mental health days off you can take any given moment simply because you need them. 

Source: Eleos Health careers (Greenhouse)

Similar roles