Solar Power Engineer Jobs in Lebanon

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span>Toloka AI supports frontier model post-training by building domain-specific reinforcement learning environments, tasks, and evaluation frameworks designed by real practitioners.<br> Mindrift, powered by Toloka — a leading enterprise AI and machine learning data partner since 2014 — connects top domain experts with cutting-edge AI initiatives.<br> Backed by Toloka’s deep expertise in scalable data generation, crowd technology, and applied ML systems, Mindrift enables experts to shape how next-generation generative models learn, reason, and perform.<br> We are launching a Management Consulting domain focused on translating real-world consulting engagements into structured learning environments for advanced AI systems.<br> To do this credibly, we are assembling a team of strategy consultants from top-tier firms who can convert authentic project experience into end-to-end examples — from problem structuring and work planning to analysis, synthesis, and client-ready recommendations.<br> You will join a growing team of consultants from leading strategy firms shaping how AI learns high-level business reasoning.<br> Important: This role is exclusively for consultants with direct experience at a top-tier strategy consulting firm.<br> If you do not have hands-on project experience at one of the firms listed below, please do not apply.<br> This requirement ensures the domain is built by practitioners trained to the highest standards of structured problem-solving and client delivery.<br> Eligible firms: McKinsey &amp; Company, Boston Consulting Group (BCG), Bain &amp; Company, Oliver Wyman, Roland Berger, Monitor Deloitte (Deloitte S&amp;C), EY-Parthenon, Kearney, and Strategy&amp; (PwC).<br> Who We’re Looking For Consultants with 3+ years of experience at one of the firms listed above, with hands-on project experience in: Structuring ambiguous client problems into workable analytical plans Building financial models, market analyses, or synthesized findings from messy inputs Producing client-ready deliverables under time pressure Forming and defending recommendations under uncertainty No deep technical background is required — we will onboard you on the lightweight tools involved.<br> What You’ll Do Build realistic consulting project environments — create detailed project scenarios grounded in real engagement dynamics: industry context, financials, constraints, conflicting inputs, and incomplete information.<br> Design structured consulting tasks for AI agents — break projects into discrete tasks that mirror real consulting work: market sizing, commercial due diligence, cost optimization, growth strategy, operational diagnosis, benchmarking, and more.<br> Define evaluation criteria and quality standards — develop grading frameworks, evaluation rubrics, and golden-answer solutions for each task, used to train and calibrate an LLM-based grading system that evaluates AI outputs at scale.<br> This is a remote, project-based, individual-contributor role focused on analytical design and evaluation.<br> Skills &amp; Requirements 3+ years at McKinsey, BCG, Bain, Oliver Wyman, Roland Berger, Monitor Deloitte, EY-Parthenon, Kearney, or Strategy&amp; Strong structured problem-solving and hypothesis-driven thinking Ability to translate vague problems into clear analytical steps and deliverables High attention to logical consistency and output quality Independent, self-directed working style Clear written English (B2+) Compensation On this project, contributors can earn up to $60 per hour equivalent , depending on their level and pace of contribution.<br> Compensation varies across projects depending on scope, complexity, and required expertise.<br> Please note that other projects on the platform may offer different earning levels based on their requirements.<br></span> </div>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span>Paired is a global recruiting agency that pairs remote work with top-tier talent.<br> We help individuals from around the world connect with great companies that are looking for their specific skill set.<br> Our mission is to provide great jobs to talented people, no matter where they are located.<br> About Our Clients Our client(s) are fast-growing DTC ecommerce brands and also lifecycle marketing agencies across the U.<br>S., ranging from high-growth subscription businesses to premium ecommerce brands in beauty, apparel, wellness, and digital products.<br> We’re building a network of exceptional Lifecycle &amp; Retention Marketing Strategists who can own retention strategy, customer lifecycle optimization, and email/SMS performance across sophisticated consumer brands.<br> This is not an execution-focused email marketing role.<br> We’re looking for strategic marketers who can diagnose business challenges, develop retention strategies, and influence growth through lifecycle marketing.<br> Successful candidates will be matched with our clients—either DTC brands or agencies—for remote opportunities that best align with their expertise, experience, and strengths.<br> Key responsibilities Own lifecycle marketing strategy across one or multiple DTC brands or client accounts, driving customer retention and long-term revenue growth.<br> Develop and optimize lifecycle marketing programs across email, SMS, and customer journey automations.<br> Analyze customer cohorts, retention trends, lifetime value (LTV), churn, rebill rates, repeat purchase behavior, and campaign performance to identify business opportunities.<br> Build strategic lifecycle roadmaps, including segmentation strategies, automation architecture, testing plans, and customer journey optimization.<br> Develop structured experimentation roadmaps with clear hypotheses, prioritization, and measurable success criteria.<br> Produce monthly performance reports and strategic recommendations that connect marketing performance to business outcomes.<br> Partner with designers, copywriters, CRM specialists, and marketing teams by translating strategic direction into clear execution briefs.<br> Lead strategic discussions with clients and internal stakeholders, presenting recommendations and influencing decision-making with confidence.<br> Evaluate acquisition quality, customer behavior, product dynamics, and revenue performance to recommend retention initiatives that improve customer lifetime value.<br> Collaborate across marketing, creative, and analytics teams to continuously improve lifecycle marketing performance.<br> Stay current on lifecycle marketing best practices, AI tools, and emerging CRM technologies to improve efficiency and strategic execution.<br> Competitive USD compensation based on experience.<br> Fully remote opportunity with U.<br>S.-based companies.<br> Work with innovative consumer brands across multiple industries.<br> Collaborative international teams with strategic ownership and autonomy.<br> AI-powered tools and modern marketing technology provided.<br> Opportunity to influence customer retention strategy and business growth at a senior level.<br> 5+ years of experience in Lifecycle Marketing, CRM Marketing, Retention Marketing, or Email &amp; SMS Marketing.<br> Proven experience managing lifecycle marketing for DTC ecommerce brands is required.<br> Strong expertise with Klaviyo or equivalent enterprise email marketing platforms.<br> Hands-on experience building lifecycle strategies, customer journeys, segmentation frameworks, and marketing automations.<br> Strong analytical skills with experience interpreting customer cohorts, retention metrics, lifetime value (LTV), customer behavior, and campaign performance.<br> Demonstrated success improving customer retention, repeat purchase rate, subscription performance, or customer lifetime value.<br> Experience designing and evaluating A/B tests with clear business objectives.<br> Excellent strategic thinking and problem-solving skills with the ability to diagnose business challenges before recommending solutions.<br> Strong written and verbal English communication skills.<br> Comfortable collaborating with cross-functional teams in a fully remote environment.<br> Highly organized, proactive, and capable of managing multiple priorities simultaneously.<br> Willingness to work during U.<br>S. business hours.<br> AI-native mindset with experience using AI tools to improve productivity and strategic workflows.<br></span> </div>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span>Toloka AI supports frontier model post-training by building domain-specific reinforcement learning environments, tasks, and evaluation frameworks designed by real practitioners.<br> Mindrift, powered by Toloka — a leading enterprise AI and machine learning data partner since 2014 — connects top domain experts with cutting-edge AI initiatives.<br> Backed by Toloka’s deep expertise in scalable data generation, crowd technology, and applied ML systems, Mindrift enables experts to shape how next-generation generative models learn, reason, and perform.<br> We are launching a Management Consulting domain focused on translating real-world consulting engagements into structured learning environments for advanced AI systems.<br> To do this credibly, we are assembling a team of strategy consultants from top-tier firms who can convert authentic project experience into end-to-end examples — from problem structuring and work planning to analysis, synthesis, and client-ready recommendations.<br> You will join a growing team of consultants from leading strategy firms shaping how AI learns high-level business reasoning.<br> Important: This role is exclusively for consultants with direct experience at a top-tier strategy consulting firm.<br> If you do not have hands-on project experience at one of the firms listed below, please do not apply.<br> This requirement ensures the domain is built by practitioners trained to the highest standards of structured problem-solving and client delivery.<br> Eligible firms: McKinsey &amp; Company, Boston Consulting Group (BCG), Bain &amp; Company, Oliver Wyman, Roland Berger, Monitor Deloitte (Deloitte S&amp;C), EY-Parthenon, Kearney, and Strategy&amp; (PwC).<br> Who We’re Looking For Consultants with 3+ years of experience at one of the firms listed above, with hands-on project experience in: Structuring ambiguous client problems into workable analytical plans Building financial models, market analyses, or synthesized findings from messy inputs Producing client-ready deliverables under time pressure Forming and defending recommendations under uncertainty No deep technical background is required — we will onboard you on the lightweight tools involved.<br> What You’ll Do Build realistic consulting project environments — create detailed project scenarios grounded in real engagement dynamics: industry context, financials, constraints, conflicting inputs, and incomplete information.<br> Design structured consulting tasks for AI agents — break projects into discrete tasks that mirror real consulting work: market sizing, commercial due diligence, cost optimization, growth strategy, operational diagnosis, benchmarking, and more.<br> Define evaluation criteria and quality standards — develop grading frameworks, evaluation rubrics, and golden-answer solutions for each task, used to train and calibrate an LLM-based grading system that evaluates AI outputs at scale.<br> This is a remote, project-based, individual-contributor role focused on analytical design and evaluation.<br> Skills &amp; Requirements 3+ years at McKinsey, BCG, Bain, Oliver Wyman, Roland Berger, Monitor Deloitte, EY-Parthenon, Kearney, or Strategy&amp; Strong structured problem-solving and hypothesis-driven thinking Ability to translate vague problems into clear analytical steps and deliverables High attention to logical consistency and output quality Independent, self-directed working style Clear written English (B2+) Compensation On this project, contributors can earn up to $60 per hour equivalent , depending on their level and pace of contribution.<br> Compensation varies across projects depending on scope, complexity, and required expertise.<br> Please note that other projects on the platform may offer different earning levels based on their requirements.<br></span> </div>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span>About Lucidya Lucidya is an AI-native platform for customer experience (CX) intelligence that manages entire customer lifecycles autonomously, from initial engagement through retention and growth.<br> Unlike platforms that only surface insights and leave the action to you, Lucidya completes the loop with proprietary NLU capabilities developed entirely in-house and trained on millions of multilingual conversations, equipping marketing, support, CX, and research teams to deliver personalized experiences that drive measurable improvements in customer satisfaction, retention, and lifetime value.<br> Today, leading organizations across banking, insurance, healthcare, hospitality, and the public sector rely on Lucidya to understand their customers better and act faster.<br> As we continue investing in Agentic AI, design plays a critical role in determining whether our technology feels powerful, trustworthy, and intuitive - or complex and overwhelming.<br> Why This Role Matters We're entering a new phase of product development where AI doesn't simply provide recommendations - it takes action.<br> Our Agentic AI capabilities are designed to monitor signals, surface opportunities, automate workflows, and help teams make better decisions faster.<br> The technology is only one part of the challenge.<br> The bigger challenge is designing experiences that help users trust AI enough to delegate work to it without feeling like they've lost control.<br> As a Senior Product Designer, you'll help define what that future looks like.<br> You'll shape how enterprise users interact with AI agents, how they understand decisions made on their behalf, and how they remain confident when AI operates in the background.<br> Your work will directly influence product adoption, customer trust, and the speed at which our customers realize value from our platform.<br> This is a role for someone who wants to work on difficult, meaningful design problems and leave a visible mark on the product, the design culture, and the future of AI-powered software.<br> What You'll DoDesign experiences that make AI feel trustworthy You'll own the end-to-end experience for key Agentic AI initiatives, helping users understand what AI is doing, why it's doing it, and when they should intervene.<br> Success means customers feel empowered by AI rather than uncertain about it.<br> Turn complex problems into intuitive workflows Agentic systems introduce new UX challenges around autonomy, confidence, transparency, and control.<br> You'll simplify these complexities into experiences that feel natural and easy to navigate, even when the underlying technology is sophisticated.<br> Raise the quality bar across the product You'll contribute polished, thoughtful design work that improves the overall quality of the platform.<br> From information architecture to visual details, you'll help ensure Lucidya feels cohesive, modern, and enterprise-grade.<br> Help customers adopt AI faster The best AI capabilities create no value if users don't trust them enough to use them.<br> You'll design onboarding, education, feedback loops, and interaction patterns that help customers move from curiosity to confidence.<br> Design for Arabic-first enterprise users You'll create experiences that work naturally across both Arabic and English environments, ensuring RTL experiences, localized content, and cultural expectations are considered from the beginning rather than treated as an afterthought.<br> Build systems, not just screens You'll contribute reusable patterns, components, and interaction models that can scale across multiple products and use cases.<br> We value designers who solve problems at the platform level rather than repeatedly solving the same problem in different places.<br> Use research to inform decisions You'll spend time understanding customers, testing assumptions, validating solutions, and learning from real user behavior.<br> We care about evidence and outcomes more than opinions.<br> Elevate the people around you We believe great design teams improve together.<br> You'll participate in critiques, mentor other designers, share your thinking openly, and contribute to a culture of continuous improvement.<br> The Challenges You'll Tackle Some of the questions you'll be helping us answer include: How do users remain in control when AI can act independently?<br> When should an AI agent ask for approval versus acting autonomously?<br> How do we communicate uncertainty, confidence, and reasoning without overwhelming users?<br> How do we design graceful recovery experiences when AI gets things wrong?<br> How do we reduce cognitive load instead of simply moving it elsewhere?<br> How do we build trust with enterprise users who may be delegating increasingly important decisions to AI?<br> How do we create AI experiences that feel equally natural in Arabic and English?<br> These are not solved problems.<br> You'll help define the answers.<br> Who You Are You're a product designer who enjoys solving difficult problems and cares deeply about the people using your work.<br> You likely bring: 5+ years of experience designing B2B SaaS or enterprise software products.<br> A portfolio that demonstrates strong product thinking, not just attractive interfaces.<br> We want to understand how you approached problems, evaluated trade-offs, and delivered outcomes.<br> Strong UX and interaction design skills.<br> You naturally think through workflows, states, edge cases, and user behavior.<br> Excellent visual design craft.<br> You care about hierarchy, typography, spacing, consistency, and details that make products feel polished.<br> Advanced proficiency with Figma, including component systems, prototyping, and scalable design practices.<br> Experience conducting or contributing meaningfully to user research and usability testing.<br> The ability to collaborate effectively with product managers, engineers, and other stakeholders without relying on formal authority.<br> Comfort operating in ambiguity.<br> You can take loosely defined challenges and create clarity, structure, and momentum.<br> Strong communication skills.<br> You can explain design decisions in a way that makes sense to technical and non-technical audiences alike.<br> Beyond experience, you'll thrive here if: You're curious and continuously learning.<br> You seek feedback and give it constructively.<br> You care more about solving customer problems than protecting your ideas.<br> You're comfortable taking ownership and moving work forward without waiting for perfect instructions.<br> You enjoy collaborating with people who challenge your thinking and raise your standards.<br> You measure success by the impact your work creates, not just the volume of work produced.<br> Bonus Points While not required, we'd be particularly excited if you have experience with: AI products, copilots, agents, or autonomous systems.<br> Designing experiences that communicate AI confidence, reasoning, and uncertainty.<br> RTL and Arabic-first product design.<br> Design systems and platform-scale design thinking.<br> Responsible AI, explainability, or AI ethics principles.<br> SaaS businesses serving enterprise customers in the Middle East.<br> What You Can Expect From Us At Lucidya, designers are not here to make screens look better after decisions have already been made.<br> You'll be involved early in problem-solving, have meaningful influence on product direction, and work alongside teams that genuinely value design as a strategic function.<br> You'll have the opportunity to work on emerging AI challenges, contribute to products used by leading enterprises across the region, and help shape how people interact with AI in their daily work.<br> What the Hiring Process Will Look Like 1.<br> Introductory Conversation 2.<br> Hiring Manager Interview 3.<br> Practical Design Exercise - Case study A take-home or live design challenge relevant to the kinds of problems you'll solve at Lucidya, followed by a discussion of your approach and reasoning.<br> 4. Final Conversations 5.<br> Culture Fit / Offer Stage</span> </div>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <strong>About Lyra</strong><br> Lyra Clinical Associates partners with Lyra Health, a leading provider of evidence-based mental health care, serving more than 20 million people globally in partnership with employers and more than 100 million through health plan and partner relationships. The company has delivered more than 15 million sessions of mental health care, published more than 35 peer-reviewed studies, and delivered unmatched outcomes in terms of access, clinical effectiveness, and cost efficiency. Lyra members have access to care in one day, and nine out of ten improve with the support of providers like you. Lyra is transforming access to life-changing mental health care through Lyra Empower, the only fully integrated, AI-powered platform combining the highest-quality care and technology solutions. You will be contracted by Lyra Clinical Associates.<br> <p><strong><span>Note for providers:</span></strong><span> If you have a client who has access to Lyra and is interested in having their sessions covered through their employer benefit with us, please review the opportunity below to determine if you meet the requirements. Once confirmed, we encourage you to submit your application via the apply link at the bottom of the page.&nbsp;&nbsp;</span></p><br> <p><span>By joining Lyra's network, not only would you be able to provide ongoing care for your client, but also have the opportunity to connect with other Lyra members for care.</span></p><br> <p><strong><span>About the Opportunity</span></strong></p><br> <p><span>Lyra’s provider network is composed of in-person and virtual therapists, physicians, and coaches across the US. With our advanced matching technology, supportive provider platform, and opportunities for training and clinical consultation, being part of our network is an incredible chance to do what you love (like client care) with support for the things you don’t love (like self promotion and scheduling).</span></p><br> <p><strong><span>This opportunity is a great fit</span></strong><span> if you’re an independently licensed clinical therapist interested in providing culturally responsive, evidence-based therapy for children, adults, couples, and/or families. We encourage clinicians to apply who have experience with caseloads that include a comprehensive spectrum of mental health needs, from milder presentations to more complex and severe support. This opportunity is a great fit for providers seeking well-matched and motivated clients, administrative and marketing support, and easy invoicing with quick payments. The ability to work with clients in person through your private or group practice is strongly preferred.&nbsp;</span></p><br> <br><br><p><b>Requirements </b></p><br><ul> <li><ul> <li> <p><span>Master’s or doctoral degree from a clinical track (e.g., MSW, MFT, MC, MMHC, PhD, PsyD)</span></p><br> </li> <li> <p><strong><span>Unrestricted LCSW, LMFT, LPC, PsyD, PhD, or equivalent license (i.e., able to work independently, without supervision from a licensed supervisor) without current, past, or pending disciplinary action</span></strong></p><br> </li> <li> <p><span>Experience and commitment to providing evidence-based treatments (e.g., ACT, CBT, CPT, DBT) and clinical best practices (e.g., measurement based care, promoting skills practice)&nbsp;&nbsp;</span></p><br> </li> <li> <p><strong><span>Ability to provide care</span></strong><span> to children, adults, couples, and/or families with a </span><strong><span>strong preference for in-person</span></strong><span> care delivery&nbsp;</span></p><br> </li> <li> <p><span>Experience managing risk and responding to clinical crises, as needed</span></p><br> </li> <li> <p><span>Full-time resident of the United States</span></p><br> </li> </ul><br></li></ul><br><p><b>Here are some of the advantages to joining the Lyra provider network:&nbsp;</b></p><br><ul> <li><ul> <li> <p><span>Connect with highly compatible clients thanks to Lyra’s powerful matching algorithm technology</span></p><br> </li> <li> <p><span>Set your own schedule, without a minimum hours requirement</span></p><br> </li> <li> <p><span>Let Lyra clients easily book appointments with the Lyra Calendar feature, which seamlessly integrates with your calendar</span></p><br> </li> <li> <p><span>Focus less on the administrative burden of billing with Lyra’s paperless billing and quick payment turnaround&nbsp;</span></p><br> </li> <li> <p><span>Access Lyra’s experienced clinical consultations team to get rapid support with your Lyra clients as well as access a range of specialty group consultation meetings</span></p><br> </li> <li> <p><span>Have peace of mind with Lyra’s 24/7 Care Navigation team for crisis support&nbsp;</span></p><br> </li> <li> <p><span>Upskill your knowledgebase with access to Lyra’s large collection of free and relevant CE credited courses approved by APA, ASWB, and NBCC</span></p><br> </li> <li> <p><span>Stay in the know with monthly newsletters and robust Help Center resources just for Lyra providers&nbsp;</span></p><br> </li> <li> <p><span>Access to exclusive provider events with Lyra’s clinical leaders&nbsp;</span></p><br> </li> </ul></li></ul><br> </div>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> Result of Service<br>1- Deliverable 1: A high-dimensional analytical matrix capturing structural proximity and relatedness across the production universe, serving as an interactive-visual network diagnostic asset to identify diversification-linked financing opportunities and associated exposure to illicit financial flow risks. 2- Deliverable 2: Apply data-driven models to prioritize products and sectors based on national capability structures. The deliverable will include a technical note identifying strategically linked products, feasible diversification pathways, financing opportunities, and potential finance entry points, while applying rigorous filters to exclude spurious, non-productive, or phantom investment-driven linkages. 3- Deliverable 3: A diagnostic report identifying high-potential product pathways while highlighting sectors structurally vulnerable to illicit financial flows. 4- Deliverable 4: A Python-based Inter-sectoral Structural Coefficients framework that transforms raw bilateral investment statistics into a standardized long-panel dataset for gravity-model analysis and detection of disguised flows. 5- Deliverable 5: A sector and product clustering matrix-based industries and products with similar production structures, supplier dependencies, and capability requirements. 6- Deliverable 6: Excel file and summary report assessing cluster-level production values, priority manufacturing ecosystems, high-value product groups, and opportunities for industrial upgrading and investment targeting. 7- Deliverable 7: Revised summary report incorporating FfD comments. 8- Deliverable 8: An econometric modeling framework to assess structural feasibility, upgrading potential, and capability spillovers across interconnected products and sectors. 9- Deliverable 9: Revised output (deliverable 7) incorporating FfD comments 10- Deliverable 10: Excel file and summary report assessing and synthesizing the outputs of the econometric models. 11- Other deliverables related to the tasks mentioned above as requested by the Hiring Manager including, but not limited to, graphs, charts, briefings, excel files, tables, etc.<br> Work Location<br>Hybrid<br> Expected duration<br>8 months<br> Duties and Responsibilities<br>Background ESCWA supports Arab countries in strengthening national and regional financing systems to accelerate progress toward the 2030 Agenda for sustainable development. Through an integrated approach that combines policy dialogue, analytical research, capacity-building, and digital innovation, ESCWA assists member States in mobilizing and managing financing across key sources, including domestic public resources, private investment, international development cooperation, trade and investment flows, and sustainable debt management. This work is aligned with global commitments, including the Seville Commitment, which underscores the importance of strengthening accountability and governance in financing development, as well as the mandates to address financing leakages as a key enabler of financing sustainable development. (paragraphs 29 (a) &amp; (c), 28 (e), and 33 (a)). Central to this work is the conduct of detailed diagnostics of the financing for development landscape, analysing the various sources of financing available to address five major financing rifts that continue to impede sustainable development in the Arab region: financing insolvencies, financing inequalities, fiscal space constraints, funding shortfalls, and debt-financing overhangs. In response, ESCWA advances regional cooperation on domestic resource mobilization, integrated financing solutions, diversifying sources of revenues and addressing leakages related to illicit financial flows and investment distortions. These efforts are complemented by policy recommendations and practical tools to support governments in improving revenue mobilization and financing strategies. In parallel, ESCWA has developed a forward-looking digital financing ecosystem composed of analytical and AI-powered tools that enable governments assess financing gaps, improve spending efficiency, optimize public spending, address illicit financial flows, strengthen multiple aspects of their financing strategies, enhance policy targeting, accelerate progress towards the SDGs, and design integrated financing strategies aligned with national development priorities. This ecosystem has received recognition at multiple institutional levels and has been endorsed under the Seville Platform of Action and recognized by DESA as a scalable, real-life application that can be adapted and replicated across countries and regions. Within this context, ESCWA seeks a consultant to provide support in the implementation of various FfD activities as detailed below. Duties and Responsibilities 1- Map productive linkages across pilot country/countries’ production base and financing structure to identify sectoral interdependencies, financing bottlenecks, and opportunities for higher-value economic transformation. 2- Estimate latent financing-space linkages by combining prospective structural configurations, visualization tools, and empirical signals of capability-space adjacency to identify feasible pathways for economic diversification and financing mobilization for blended finance while addressing resource leakages. 3- Construct and align a high-dimensional proximity matrix across the production universe, integrating relevant product, sectoral, industrial, and financing classification systems to enable comparable mapping of productive and financing linkages, identify tax- and trade-based leakage channels, and detect unrealized or suboptimally realized productive potential. 4- Normalize and validate the matrix to ensure connectivity, consistency, and suitability for modelling and network diagnostics. 5- Develop a structural scoring framework to assess relative feasibility, productive accessibility, and strategic positioning of diversified commodity-linked financing opportunities, while identifying products and sectors exposed to illicit financial flow risks. 6- Design and implement a Python-based analytical framework to query, harmonize, and transform relevant investment datasets into a standardized panel, supporting downstream empirical analysis and the identification of potential anomalies in investment patterns. 7- Apply data-driven analytical methods to identify patterns, groupings and relationships across sectors and products based on selected structural and operational characteristics. 8- Integrate Product-level production indicators to assess economic trends, identify priority areas, and highlight sector-focused policy support. 9- Develop and apply econometric models to assess structural feasibility, between proximate products across inter-connected products and sectors. This includes: o Preparing panel dataset of products’ competitiveness and production indicators. o Integrating structural linkage and proximity matrices into the modelling framework. o Estimating econometric models to analyse the evolution of production and structural upgrading patterns. o Assessing productive feasibility and upgrading opportunities, across interconnected sectors and products. 10- Generate and assess alternative upgrading pathways based on econometric modelling results. 11- Other related tasks related to the deliverables below as requested by the Hiring Manager.<br> Qualifications/special skills<br>A master’s degree or equivalent in economics, finance, econometrics, business analytics, or related field is required. A first-level university degree in combination with qualifying experience may be accepted in lieu of the advanced university degree. All candidates must submit a copy of the required educational degree. Incomplete applications will not be reviewed. A minimum of 1.5 years of professional work experience in analyzing macro-financing and industrial policy issues, particularly data-driven, microfinancing and econometric modeling, is required. One year of previous work experience in research, data analytics, and data analysis is required. One year of experience in research, data extraction or using statistical tools is required. Knowledge of STATA statistical package to process and analyze data is required. Knowledge of Python, machine learning techniques is required. Good knowledge of econometrics is desirable.<br> Languages<br>English and French are the working languages of the United Nations Secretariat; and Arabic is a working language of ESCWA. For this position, fluency in both English and Arabic languages are required. Note: “Fluency” equals a rating of ‘fluent’ in all four areas (speak, read, write, and understand) and “Knowledge of” equals a rating of ‘confident’ in two of the four areas.<br> Additional Information<br>Not available.<br> No Fee<br>THE UNITED NATIONS DOES NOT CHARGE A FEE AT ANY STAGE OF THE RECRUITMENT PROCESS (APPLICATION, INTERVIEW MEETING, PROCESSING, OR TRAINING). THE UNITED NATIONS DOES NOT CONCERN ITSELF WITH INFORMATION ON APPLICANTS’ BANK ACCOUNTS.<br><br><br> </div>