דרושים Senior Data Engineer Position ב-Team8 ב-Israel, Tel Aviv-yafo

IVIX employs a variety of AI tools (deep neural networks, large language models, and predictive modeling) as well as advanced data analytics to rapidly pinpoint large-scale illicit business activity, so government authorities can combat financial crime in the digital age.

What will you do?

• Utilize the LLM-based core component of our product.
• Define and implement machine learning algorithms and methods for data retrieval from other components to the core.
• Continuously enhance our product’s core analysis capabilities by advancing LLM prompt techniques.
• Build and utilize an evaluation infrastructure for the LLM components in the product.
• Collaborate with cross-functional teams to integrate LLM solutions seamlessly into the product.

Who are you?

• 2+ years of experience deploying LLM models
• Experience with LLM, NLP, and data science Python libraries
• Deep understanding of LLM architecture, optimization, and prompting techniques
• Experience with building RAG-based applications.
• Experience in scalable and performant serving of LLM-based systems
• Experience with Python and high-scale production projects
• 5+ years of development experience
• All-around team player, fast, self-learning individual

Preferred Skills:

• Experience with LLMOps, embedding models, data pipelines, and vector databases
• Experience with Code GenAI and RAG in code generation, code analysis
• Experience with encoder-only models for code retrievals

Why Join Orchid Security?

• Join Orchid Security at an exciting stage and make a real impact on shaping the future of security infrastructure! We’re building cutting-edge technology and looking for brilliant, curious, and creative minds to grow with us.
• Great culture & perks – Competitive benefits, stock options, and exciting growth opportunities.
• Work-life balance – Wellness programs, fun employee events, and a dog-friendly office!
• Purpose-driven workplace – We actively support local communities and encourage employees to be ambassadors of change.
• If you’re ready for a fast-paced, rewarding journey, Orchid Security is the place to be!

Responsibilities

• Design, implement, and optimize scalable data pipelines for efficient data processing and analysis.
• Build and maintain robust data acquisition systems to gather, process, and store data from various sources.
• Work closely with DevOps engineers, Data Science and Product teams to understand their requirements and provide data solutions that meet business objectives.
• Proactively monitor data pipelines and production environments to identify and resolve issues promptly.
• Implement best practices for data security, integrity, and performance.
• Mentor and guide junior team members, sharing expertise and fostering their professional development.

Requirements

• 6+ years of experience in data or backend engineering, preferably with Python proficiency for data tasks.
• Demonstrated experience in designing, developing, and delivering sophisticated data applications
• Ability to thrive under pressure, consistently delivering results, and making strategic prioritization decisions in challenging situations.
• Hands-on experience with data pipeline orchestration and data processing tools, particularly Apache Airflow and Spark.
• Deep experience with public cloud platforms, preferably GCP, and expertise in cloud-based data storage and processing.
• Excellent communication skills and the ability to collaborate effectively with cross-functional teams.
• Bachelor’s degree in Computer Science, Information Technology, or a related field or equivalent experience.

Advantage:

• Familiarity with data science tools and libraries.
• Experience with Docker containers and Kubernetes.

Support Cybersecurity & Data Infrastructure Portfolio Companies with Product Marketing

• Develop a deep understanding of portfolio companies’ customers, use cases, value propositions, market landscape, and competition to drive customer engagement.
• Craft compelling product positioning, messaging, and marketing strategies grounded in market research and data analysis.
• Create impactful content that effectively communicates value to customers, including blurbs, one-pagers, sales decks, design partner offerings, and landing pages.
• Manage portfolio companies’ go-to-market and launch plans, collaborating with external agencies (branding, PR, and digital marketing).
• Partner with cross-functional teams, including Strategy & Tech Research, Marketing, Business Development, and external agencies, to refine positioning, enhance competitive differentiation, shape content strategy, integrate customer feedback, and support go-to-market efforts.

Define, Develop & Execute Team8 Enterprise Marketing Strategy

• Work closely with Team8 Enterprise Partners to develop thought leadership content and stay ahead of industry trends in cybersecurity and data.
• Strategically build and enhance the Team8 brand in the data domain.

• 5+ years of experience in product marketing within cybersecurity companies, with a strong focus on technical audiences.
• Deep expertise in cybersecurity—a must. Strong understanding of the industry, including product branding, positioning, and content creation for CISO buyers.
• Domain knowledge in data infrastructure—a plus.
• Hands-on experience in email marketing, content creation, and in-product campaigns.
• Proven expertise in brand building and developing thought leadership programs that drive measurable impact.
• Exceptionally strong writing skills, with a passion for copy-editing across all marketing collateral types.
• Native or near-native English proficiency—mandatory (both written and verbal).
• Ability to thrive in a fast-paced, entrepreneurial environment with multiple stakeholders, demonstrating strong collaboration and communication skills.

Key Responsibilities:

• Play a key part in designing and implementing the product roadmap for our platform and be responsible for the entire product life cycle, from strategic planning to tactical activities and customer engagements.
• Partner with our engineering team to deliver world-leading scam prevention solutions.
• Utilize your analytical skills along with your deep understanding of the product and market to identify new trends and opportunities.
• Be an integral part of our executive team.

• 7+ years of relevant experience as a leading product manager in one of the following domains: Cybersecurity/Intelligence/ Fraud Prevention/Fintech or related domains – A MUST
• Proven track record of managing all aspects of a successful product throughout its life cycle with an advantage over enterprise-grade and B2B products.
• Strong technical background with an advantage in AI, privacy or security technologies
• Excellent communication and presentation skills in English
• A team player with excellent interpersonal relations

Preferred Qualities:

• Passion for technology and a strong desire to build innovative and impactful products.
• A data-driven approach to decision-making with the ability to analyze data and draw meaningful insights.
• Strong motivation to be part of a cutting-edge startup redefining the future of scam prevention.

Nice to have:

• AI-powered fraud prevention or security experience
• Early-stage experience.

About IONIX

What we’re looking for

What you’ll be doing

• Take part in developing the world’s leading Attack Surface Management solution.
• Address security, scalability, and performance challenges.
• Work closely with other team members and different teams within the R&D org.
• End-to-end ownership of features, from design through development and deployment.
• Take part in uncovering and resolving critical vulnerabilities for enterprise-level companies.
• Develop and maintain a cutting-edge cloud service following the market’s highest standards.

We’d love to hear from you if you have:

• 6+ years of hands-on backend development experience with large-scale, production-grade systems.
• Expertise in Python with proven experience (this is a must).
• A collaborative mindset and the ability to thrive in a fast-paced environment.
• Experience with cloud environments like Azure, AWS, or GCP.
• Familiarity with SaaS, serverless solutions, and microservice architecture.
• Skills in data flow pipeline design/implementation or knowledge of data engineering.
• Experience working closely with Data Analysts and understanding their needs.
• Strong coding skills and a solid grasp of large-scale architecture and design patterns.
• Experience with building production-grade ML mechanisms.
• A passion for tackling challenging legacy systems, transforming undocumented or hard-to-maintain code into clean, maintainable solutions.
• A passion for web security technologies and a deep understanding of network protocols (advantageous).
• A Bachelor’s degree in Computer Science/Engineering or equivalent experience.

Support Cybersecurity & Data Infrastructure Portfolio Companies with Product Marketing

• Develop a deep understanding of portfolio companies’ customers, use cases, value propositions, market landscape, and competition to drive customer engagement.
• Craft compelling product positioning, messaging, and marketing strategies grounded in market research and data analysis.
• Create impactful content that effectively communicates value to customers, including blurbs, one-pagers, sales decks, design partner offerings, and landing pages.
• Manage portfolio companies’ go-to-market and launch plans, collaborating with external agencies (branding, PR, and digital marketing).
• Partner with cross-functional teams, including Strategy & Tech Research, Marketing, Business Development, and external agencies, to refine positioning, enhance competitive differentiation, shape content strategy, integrate customer feedback, and support go-to-market efforts.

Define, Develop & Execute Team8 Enterprise Marketing Strategy

• Work closely with Team8 Enterprise Partners to develop thought leadership content and stay ahead of industry trends in cybersecurity and data.
• Strategically build and enhance the Team8 brand in the data domain.

• 5+ years of experience in product marketing within cybersecurity companies, with a strong focus on technical audiences.
• Deep expertise in cybersecurity—a must. Strong understanding of the industry, including product branding, positioning, and content creation for CISO buyers.
• Domain knowledge in data infrastructure—a plus.
• Hands-on experience in email marketing, content creation, and in-product campaigns.
• Proven expertise in brand building and developing thought leadership programs that drive measurable impact.
• Exceptionally strong writing skills, with a passion for copy-editing across all marketing collateral types.
• Native or near-native English proficiency—mandatory (both written and verbal).
• Ability to thrive in a fast-paced, entrepreneurial environment with multiple stakeholders, demonstrating strong collaboration and communication skills.