Role Description Qdrant just closed a $50M Series B to build the retrieval infrastructure layer for modern AI. Our vector search engine, written in Rust, runs in production at engineering teams inside Canva, HubSpot, Tripadvisor, Bosch, and Deutsche Telekom. We're growing our European field team and looking for a Solutions Engineer who wants to get into the room (or the call) where real AI infrastructure decisions get made. This is a key role on a technical field team. You'll work closely with senior engineers and account executives, learn how enterprise AI systems are designed and sold, and own technical engagements with customers. - Support technical evaluations and proof-of-concept builds alongside senior Solutions Engineers and Account Executives, helping prospects test Qdrant against their real workloads. - Build demo environments, sample integrations, and reference architectures that showcase Qdrant's performance advantages in RAG pipelines, semantic search, and agentic systems. - Respond to technical questions from prospective customers, translating infrastructure requirements into working solutions. - Learn the competitive landscape across vector search and AI infrastructure, and contribute to battlecards, technical guides, and internal knowledge bases. - Represent Qdrant in online communities, developer forums, and European tech events as you build your own technical presence. - Work directly with our product and engineering teams to surface customer feedback that shapes the roadmap. Qualifications - 1 to 3 years of experience in software engineering, data engineering, solutions engineering, or a closely related technical role. - Comfortable writing and reading code (Python required; experience with other languages is a plus). - Genuine curiosity about AI infrastructure: you've built something with LLMs, embeddings, or vector search, even if just as a side project. - Strong communicator in English, written and verbal. You can explain a technical tradeoff clearly to someone who wasn't in the room when it was made. - Self-directed: you're comfortable figuring things out, asking good questions, and closing your own knowledge gaps without waiting to be told. - Based in Europe and available to work within European business hours. Requirements - Exposure to vector search, approximate nearest neighbor algorithms, or semantic retrieval. - Experience with data pipelines, cloud infrastructure, or distributed systems. - Familiarity with RAG, agentic AI frameworks (LangChain, LlamaIndex, CrewAI), or embedding models. - Background in a customer-facing technical role (support engineering, developer advocacy, technical writing). Benefits - Equity with meaningful upside in a well-capitalized, fast-scaling company. - Medical, dental, and vision coverage. - Hardware budget: choose your own setup. - Annual learning and conference budget. - Flexible hours, async-friendly culture, and regular team offsites. Company Description Qdrant is powering the next generation of AI applications with advanced, high-performant vector similarity search technology. Our flagship product is the leading open-source Vector Search Engine.

• Collaborate strategically with Account Executives to enhance the technical aspects of the sales process. • Work directly with technical contacts from our customers and prospective customers to provide bespoke support and architect solutions. • Craft compelling technical demonstrations that clearly communicate our product's value proposition. • Create technical enablement resources that amplify our sales team's effectiveness and technical fluency. • Build self-service tools and documentation that empower customers to implement solutions independently. • Identify opportunities to productize common integration patterns or features, and work with our product teams to make these real!

At Snowflake, we are powering the era of the agentic enterprise. To usher in this new era, we seek AI-native thinkers across every function who are energized by the opportunity to reinvent how they work. You don’t just use tools; you possess an innate curiosity, treating AI as a high-trust collaborator that is core to how you solve problems and accelerate your impact. We look for low-ego individuals who thrive in dynamic and fast-moving environments and move with an experimental mindset — who rapidly test emerging capabilities to discover simpler, more powerful ways to deliver results. At Snowflake, your role isn't just to execute a function, but to help redefine the future of how work gets done. Snowflake is about empowering enterprises to achieve their full potential — and people too. With a culture that’s all in on impact, innovation, and collaboration, Snowflake is the sweet spot for building big, moving fast, and taking technology — and careers — to the next level. Our Solution Engineering organization is seeking an AI/ML specialist to join our Solutions Engineering team, while supporting ourHealthcare & Life Sciences sector. We are looking for someone who can provide AI/ML technical guidance, while working with both technical and business executives in the design and architecture of the Snowflake Cloud Data Platform as a critical component of their enterprise data architecture and overall ecosystem. In this role you will work directly with the sales and solution engineering teams and with our customers to understand the AI/ML needs of the customer, strategize on how to navigate winning sales cycles, provide compelling value-based demonstrations, support enterprise Proof of Concepts, and ultimately close business. You will leverage your technical expertise, best practices and reference architectures highlighting Snowflake’s Data Platform capabilities across data ingestion, transformation, and lakehouse workloads. You are equally comfortable in both a business and technical context, interacting with executives and talking shop with technical audiences. IN THIS ROLE YOU WILL GET TO: - Apply your multi-cloud data architecture and AI/ML expertise while presenting Snowflake technology and vision to executives and technical contributors at strategic prospects, customers, and partners - Work hands-on with prospects and customers to demonstrate and communicate the value of Snowflake technology throughout the sales cycle, from demo to proof of concept to design and implementation, in support of our customer-aligned solution engineers. - Immerse yourself in the ever-evolving industry, maintaining a deep understanding of competitive and complementary technologies and vendors and how to position Snowflake in relation to them - Collaborate with Product Management, Engineering, and Marketing to continuously improve Snowflake’s products and marketing around AI/ML features and capabilities. ON DAY ONE, WE WILL EXPECT YOU TO HAVE: - 5 - 10+ years of data engineering experience within the Enterprise Data space - 5+ years experience working with AI/ML technologies - Outstanding presentation skills to both technical and executive audiences, whether impromptu on a whiteboard or using presentations and demos. - Ability to connect a customer’s specific business problems and Snowflake’s solutions - Ability to do deep discovery of customer’s architecture framework and connect those with Snowflake Data Architecture. - Broad range of experience within large-scale Database and/or Data Warehouse technology, ETL, analytics and cloud technologies. For example, Data Lake, Data Mesh, Data Fabric - Hands on Development experience with technologies such as SQL, Python, Pandas, Spark, PySpark, Hadoop, Hive and any other Big data technologies - Deep experience in AI/ML tools, services and architectures in the enterprise technology space. - Clear understanding of data integration services and tools for building ETL and ELT data pipelines such as Apache NiFi, Matillion, Fivetran, Qlik, or Informatica. - Familiarity with streaming technologies (ex. Kafka, Flink, Spark Streaming, Kinesis) and real-time or near real time use cases (ex. CDC) - Experience designing interoperable data lakehouse architectures and experience working with Iceberg, Delta, and Parquet - Strong architectural expertise in data engineering to confidently present and demo to business executives and technical audiences, and effectively handle any impromptu questions - Bachelor’s Degree required, computer science, engineering, mathematics or related fields, or equivalent experience preferred Every Snowflake employee is expected to follow the company’s confidentiality and security standards for handling sensitive data. Snowflake employees must abide by the company’s data security plan as an essential part of their duties. It is every employee's duty to keep customer information secure and confidential. Snowflake is growing fast, and we’re scaling our team to help enable and accelerate our growth. We are looking for people who share our values, challenge ordinary thinking, and push the pace of innovation while building a future for themselves and Snowflake. How do you want to make your impact? For jobs located in the United States, please visit the job posting on the Snowflake Careers Site for salary and benefits information: careers.snowflake.com The following represents the expected range of compensation for this role: - This role is eligible to participate in Snowflake's commission plan and it is common for employees in this role to receive total on-target earnings of $252,000 - $330,750. The estimated base salary for this role is $189,000 - $248,062. - Additionally, this role is eligible to participate in Snowflake’s equity plan. The successful candidate’s starting salary will be determined based on permissible, non-discriminatory factors such as skills, experience, and geographic location. This role is also eligible for a competitive benefits package that includes: medical, dental, vision, life, and disability insurance; 401(k) retirement plan; flexible spending & health savings account; at least 12 paid holidays; paid time off; parental leave; employee assistance program; and other company benefits. To comply with pay transparency requirements and other statutes, you can notify us if you believe that a job posting is not compliant by completing this form.

As a trusted partner to advisors, at Manulife Bank, we deliver sophisticated lending solutions and financial strategies that don’t just grow wealth, they amplify it. Built on a foundation of excellence and driven by bold innovation, we empower advisors to deepen relationships, unlock potential, and redefine success for their clients. We’re looking for visionaries who understand where banking is headed; those who can blend the precision of complex financial products with the possibilities of cutting-edge technology. Join us, and be part of a team where banking drives extraordinary outcomes. The Life Events Team (formerly MST team) is looking for a dedicated, customer-oriented team player with banking experience to fill the full-time role of Mortgage Specialist. The ideal candidate will excel in providing prompt and accurate service to existing clients whose needs have changed for their mortgage products, such as Mortgage Product Changes, Account Holder Changes (including separations), and Limit Decreases. This role is crucial in fostering strong customer relationships and supporting our client retention strategies. As a Mortgage Solutions Specialist, you will be responsible for guiding clients through the entire process of requested mortgage changes, from initial inquiry to the successful completion of the request. Your role will involve: - Client Engagement: Work closely with clients to understand their needs and ensure a seamless experience. Maintain open and effective communication throughout the process. - Document Management: Collect all necessary documents required for underwriting, meticulously reviewing them to ensure they meet residential underwriting standards and are in good order. - Collaboration: Liaise with various internal teams to facilitate smooth processing of mortgage changes, ensuring all parties are aligned and informed. - File Management: Efficiently manage client files, making sure all data and notes are accurately entered into internal systems. Track progress and provide clients with timely updates on the status of their requests. Hours of Operation (subject to change): Monday to Friday, 9 am-5 pm AST or EST, depending on location. Position Responsibilities: - Communicate with existing clients via phone and email to manage complex mortgage changes. - Request and review supporting documentation to ensure compliance with residential underwriting standards and Manulife Bank policies. - Maintain a strong awareness of mortgage industry rules and regulations and a broader perspective on competing products. - Manage a high volume of complex files, quickly understanding customer concerns and suggesting appropriate account structures to meet their current and future needs. - Collaborate with the Bank Sales team to support clients, their advisors, and other distributor relationships. - Accurately enter all data and notes into internal systems. - Provide clients with timely updates on the status of their files. Required Qualifications: - Excellent listening and communication skills, both verbal and written. - Strong interpersonal skills with the ability to positively influence and negotiate. - Exceptional organizational and prioritization skills, with the ability to manage high volumes in a rapidly changing environment. - Demonstrated professionalism and sound judgment. - Strong analytical and problem-solving capabilities. - Meticulous attention to detail. - In-depth understanding of Manulife Bank’s products, processes, and systems is an asset. - Proficient computer and keyboarding skills. Preferred Qualifications: - 2-3 years of experience in the residential mortgage business or mortgage underwriting practices. - Strong knowledge of the residential mortgage process, including approval, title, and funding stages, as well as mortgage terms, fees, and rates. - Bilingualism (English and French) is an asset. If the successful candidate is in Québec, proficiency in both languages will be required to support clients from various provinces outside of Quebec. When you join our team: - We’ll empower you to learn and grow the career you want. - We’ll recognize and support you in a flexible environment where well-being and inclusion are more than just words. - As part of our global team, we’ll support you in shaping the future you want to see. The role being advertised is an existing vacancy. About Manulife and John Hancock Manulife Financial Corporation is a leading international financial services provider, helping people make their decisions easier and lives better. To learn more about us, visit https://www.manulife.com/en/about/our-story.html. Manulife is an Equal Opportunity Employer At Manulife/John Hancock, we embrace our diversity. We strive to attract, develop and retain a workforce that is as diverse as the customers we serve and to foster an inclusive work environment that embraces the strength of cultures and individuals. We are committed to fair recruitment, retention, advancement and compensation, and we administer all of our practices and programs without discrimination on the basis of race, ancestry, place of origin, colour, ethnic origin, citizenship, religion or religious beliefs, creed, sex (including pregnancy and pregnancy-related conditions), sexual orientation, genetic characteristics, veteran status, gender identity, gender expression, age, marital status, family status, disability, or any other ground protected by applicable law. It is our priority to remove barriers to provide equal access to employment. A Human Resources representative will work with applicants who request a reasonable accommodation during the application process. All information shared during the accommodation request process will be stored and used in a manner that is consistent with applicable laws and Manulife/John Hancock policies. To request a reasonable accommodation in the application process, contact hr@manulife.com. Referenced Salary Location CAN, Quebec - Full Time Remote Working Arrangement Remote Salary range is expected to be between $52,650.00 CAD - $87,750.00 CAD Employees also have the opportunity to participate in incentive programs and earn incentive compensation tied to business and individual performance. The actual salary will vary depending on local market conditions, geography and relevant job-related factors such as knowledge, skills, qualifications, experience, and education/training. If you are applying for this role outside of the primary location, please contact hr@manulife.com for the salary range for your location. Manulife offers eligible employees a wide array of customizable benefits, including health, dental, mental health, vision, short- and long-term disability, life and AD&D insurance coverage, adoption/surrogacy and wellness benefits, and employee/family assistance plans. We also offer eligible employees various retirement savings plans (including pension and a global share ownership plan with employer matching contributions) and financial education and counseling resources. Our generous paid time off program in Canada includes holidays, vacation, personal, and sick days, and we offer the full range of statutory leaves of absence. If you are applying for this role in the U.S., please contact hr@manulife.com for more information about U.S.-specific paid time off provisions. We use data and analytics technologies, such as artificial intelligence (AI), and automated processing tools, to analyze and process the information you provide to us or third parties in the application process. For more information, please refer to our personal information collection statement.