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We are a first-mile intelligence platform, delivering granular visibility into the point of origin in global ag & soft commodity supply chains - where risk, cost, performance and exposure are set. You’ll join a global, cross-functional team that values rigour, curiosity and working close to real-world challenges. Whether your focus is AI, climate, product or operations, you’ll have space to contribute meaningfully and make an impact from day one. If you’re excited by complex problems and want to help reshape how nature is valued in real-world decision-making, we’d love to hear from you. We are hiring a Machine Learning Scientist into the Science Team to contribute to the development of models — from classical statistics and gradient-boosted methods through to deep learning when warranted — that turn satellite, radar, and LiDAR observations into defensible, plot-level intelligence on the world's commodity supply chains. You will work across the full lifecycle — from research and prototyping through to validated, productionised models. A meaningful fraction of the team's work centres on building lightweight downstream models — classifiers, regressors, similarity-search workflows. Likely focus areas for this role include: Commodity and plantation mapping by region - palm oil, cocoa, coffee, rubber, soy, timber and similar - in support of EUDR compliance and supply-chain due diligence. Forest degradation and biomass / canopy-height estimation from multi-sensor fusion. Develop ARR feasibility models that fuse climate, soil, and remote-sensing inputs to estimate site potential, forecast biomass and carbon trajectories, and quantify physical and permanence risk. Design, train and evaluate ML models - from gradient-boosted methods to CNNs, U-Nets and vision transformers - for commodity and plantation mapping, land-cover classification, change and disturbance detection, and biomass / canopy-height estimation. Build embedding-driven workflows on top of EO foundation models - few-shot classifiers, similarity search, downstream regressors. Design validation strategies that benchmark outputs against plot inventories and third-party reference datasets, quantify uncertainty, and surface failure modes; produce QA artefacts (maps, plots, model cards, error analyses) that internal teams and clients can trust and defend. Partner with Engineering to take models into scalable, reproducible inference pipelines across millions of plots, and contribute to a strong research culture across Science, AI and Engineering - reviewed code, shared tooling, and active engagement with EO/ML literature. Degree in a quantitative field: environmental/earth science, computer science, physics, maths, engineering, or similar. 3+ years of applied machine-learning experience, including time spent in an industry, product, or startup setting i.e. shipping models. Expertise in geospatial Python tooling: rasterio, xarray, geopandas, GDAL, and the STAC ecosystem. Hands-on experience training, evaluating, and debugging ML models across the modern Python stack - deep learning (CNNs, U-Nets, vision transformers) using PyTorch, as well as classical methods (gradient boosting, random forests) with scikit-learn. Demonstrable experience with remote sensing data (optical, SAR) and an understanding of the sensor-specific quirks that matter for modelling. Comfortable with Git, cloud compute (AWS or similar), and collaborative codebases. Clear written and verbal communication: can explain modelling choices, uncertainties, and trade-offs to scientific and non-scientific stakeholders. Domain exposure: deforestation, land-use change, biomass / canopy-height estimation, climate risk, or supply-chain transparency. Experience using EO foundation models as a downstream substrate - building lightweight classifiers, regressors, or similarity-search workflows on top of frozen embeddings (e.g., AlphaEarth Foundations, Clay, etc). Comfortable fine-tuning or pretraining where the case justifies it. Multi-modal fusion experience - combining optical (Sentinel-2, Landsat), SAR (Sentinel-1, PALSAR), and/or LiDAR (GEDI, ICESat-2) into unified predictions. Time-series modelling for environmental change detection - temporal transformers, sequence models, or self-supervised approaches. Comfortable building with AI-assisted development tools as a core part of your workflow. Familiarity with Google Earth Engine, Microsoft Planetary Computer, AWS Open Data, or other STAC-based catalogues. Experience working in cross functional teams working alongside solutions architects, sales, and engineering. You’ll report to the Science Team Lead and partner day-to-day with the wider Science Team while working closely with Engineering and Product teams. This is a Science Team role with regular touch points with Engineering and Product - the interview process gives you a chance to meet your immediate team and a couple of key partners. Recruiter screen (30 min) Hiring manager (45-60 min) Science Team technical interview (45 min) Engineering and/or Product interview (30 min) Potential in-person problem-solving session with the team - designed to be interactive and a glimpse of what being part of the Science Team will be like! Accessibility: Tell us if you need adjustments, we’ll accommodate. What you’ll gain at Treefera Build something that matters - join a high-growth climate-tech company applying AI, satellite data and quantitative modelling to real-world challenges across global supply chains, commodities and carbon. Work on complex, meaningful problems - develop systems that balance risk, resilience, compliance and sustainability, giving organisations a genuine information advantage at global scale. Collaborate with exceptional people - work alongside scientists, engineers and operators who are leaders in their fields, combining academic rigour with practical, cross-functional product delivery. Ship and grow in a high-trust environment - experiment, iterate and take thoughtful risks in a team that values autonomy, creativity and continuous learning. Develop your craft - dedicated space and time to grow your skills toward mastery, tackling technically demanding challenges that push the boundaries of applied AI and environmental data. Be rewarded for your impact - competitive compensation, equity options, meaningful benefits, and the opportunity to help shape the future of AI-powered risk and environmental intelligence. Diversity, Equity & Inclusion Bold solutions come from diverse teams. Please refer to our DEI & EEO commitment below. If you need any accommodation during the application process, we’re here to support you. Learn more about how we think and build Many of our engineers, scientists and product leaders share their thinking publicly. Explore the Treefera _ for technical deep dives, research and product perspectives. Privacy notice By applying to Treefera, you consent to the processing of your personal data in line with our _.

Business Development Manager (Civils & Drainage) Field Based Covers Wales, the Midlands, and all of South West England. Competitive Salary, Bonus, Company Car & Benefits Marshalls plc is the UK’s leading hard landscaping, building and roofing products supplier and has supplied some of the most prestigious landmarks in the UK since the 1890s. We’re the benchmark for excellence and have been recognised as a Superbrand since 2010. As well as exceptional customer service, technical innovation, and manufacturing expertise, we continue to be a leader in our field in corporate responsibility and sustainable business practice. Our Civils & Drainage (C&D) business unit plays a critical role in supporting the UK’s infrastructure, from water management to power, utilities, highways, and energy. We supply engineered precast solutions that enable safer, more efficient, and more resilient infrastructure networks. With growing demand across national water frameworks and the energy transition, the C&D team is strengthening its strategic capability to deepen technical engagement, expand market reach, and maximise cross-catalogue engineered solutions. What’s the Mission? We’re looking for a Business Development Manager to position Marshalls C&D as the trusted precast solutions partner of choice for major frameworks and key projects across the utilities and infrastructure sector. Your mission will include: • Proactively identifying and converting high-value project and framework opportunities, particularly within the water and energy sectors, • Building strong strategic relationships with contractors, clients, and consulting engineers, • Driving early engagement opportunities for our Sales, Design, and Engineering teams, • Developing a robust project pipeline that delivers profitable growth and increased market share, • Shaping long-term growth opportunities aligned with Marshalls’ investment and expansion strategy This is a collaborative and strategically influential role, working closely with colleagues across Sales, Design, Engineering, Manufacturing, Marketing, and Operations to deliver tailored, engineered precast solutions. Mission-Critical Skills & Experience • A solid track record in senior technical sales or business development serving the civils and infrastructure market, with the ability to understand and communicate design-led solutions, • Strong commercial acumen, with the ability to analyse market trends and develop compelling value propositions, • Strong problem-solving skills and confident commercial decision-making, • Awareness of market dynamics, competitor activity, and customer need, • Demonstrated success in sales, business development, and account management, • Excellent negotiation abilities with a proven track record of closing deals, • Outstanding communication and relationship-building skills, internally and externally, • In-depth understanding of the construction and infrastructure landscape, including regulations, standards, and best practice is highly desirable What’s in It for You? This is a high-impact commercial role where you’ll directly influence Marshalls’ market position within critical UK infrastructure sectors. You’ll collaborate with multi-disciplinary teams to deliver engineered precast solutions that make a real difference in major utilities and energy projects. Benefits _ • Guaranteed Christmas holidays, • Development opportunities, • 34 days per annum or the equivalent in hours (inclusive of bank holidays), • Health care cash plan – support with Dental, Optical, Prescription costs and many more!, • Family leave policies (Maternity, Paternity, and Adoption) available from your very first day of employment, • 5% employer matched pension scheme, • Cycle to work scheme, • Employee discount on Marshalls and Marley products, • Retailer discounts, • Marshalls Wellbeing Centre – move, money & mind, • Share purchase scheme, • Life assurance More about Marshalls Our operations are organised into three distinct divisions: Landscape Products, Building Products, and Roofing Products. Marshalls Landscape Products stands out as the leading UK manufacturer of high-quality natural stone and innovative concrete hard landscaping products. We cater to the construction, home improvement, and landscape markets, offering superior solutions. Marshalls Building Products serves as a reliable supplier of concrete drainage products, concrete bricks, ready-to-use mortars, and aggregates. Marley Roofing Products is recognised as a leader in the manufacturing and supply of pitched roofing systems. Our product range includes clay and concrete tiles, timber battens, roof-integrated solar solutions, and various roofing accessories. Although divisional, we work as one Marshalls team. We're particularly proud to have paved every location on the Monopoly Board! To find out more about Marshalls please visit our website: _ Equal Opportunities Whoever you are and whatever your background, you’ll find a fair and supportive workplace. You’re unique and we want you to bring every part of who you are to work, every day. We’re committed to ensuring equal opportunities for everyone. To us, this is more than a legal, moral, or ethical necessity – it’s the right thing to do! We want our team to reflect the diverse nature of society and the communities we serve. Marshalls is a workplace where you’re valued for the contribution you make, and where you can grow and develop by being entirely yourself! If you’re commercially driven, technically confident, and passionate about the future of UK infrastructure, we’d love to hear from you. This patch covers Wales, the Midlands, and the South West, including the regions served by Dŵr Cymru Welsh Water, Severn Trent, South Staffs/Cambridge Water, Wessex Water, and South West Water. It extends from the Welsh coast and the West Midlands across to the East Midlands, and down through Bristol, Somerset, and Devon into Cornwall. Apply now and help shape the next era of Civils & Drainage excellence. #INDHP

Regional Sales Manager - Yorkshire & North East Competitive Salary, Company Car, Bonus & benefits Marshalls Water Management takes pride in crafting cutting-edge drainage solutions and versatile civil engineering products. A well-known companion in building a resilient, watertight foundation. Proudly a part of Marshalls plc, the UK’s leading supplier of hard landscaping, building, and roofing products. Join us as we build the future together! We are now recruiting for a determined, relationship-driven sales professional to join this successful team as a Regional Sales Manager. This is a fantastic opportunity to work on major civil and drainage projects with a diverse client base in this award-winning team at Marshalls. So, What’s the role? Reporting to the Regional Sales Director, you will leverage your experience from a heavy-side manufacturing background to manage this competitive, high performing, results-driven patch. You will be responsible for maintaining and developing strong relationships with key merchants, contractors, and supply chain partners, ensuring continued engagement and sales growth. Success in this role requires a seasoned sales professional who can sell on a value-added basis and combine strategic account management with proactive business development. What are the mission-critical skills? • Proven track record in sales with strong commercial experience managing multiple stakeholders, including builders’ merchants, specifiers, and contractors., • Exceptional relationship-building skills, to continue engagement and sales growth., • Strategic thinking with a solutions-based mindset, capable of identifying new opportunities and fostering growth., • Knowledge of procurement routes and the ability to negotiate using technical information and product specifications., • Excellent presentation and communication skills, able to influence and engage both internally and externally., • Experience/ and or knowledge of our Water Management product range would be a distinct advantage., • Strong organisational skills with attention to detail in both commercial processes and administration., • A customer-centric mindset, ensuring the highest level of service and satisfaction. What’s in it for you? At Marshalls, you have the opportunity to work in a meaningful and engaging environment where you can have an immediate impact and where we welcome an inclusive and supportive culture. New ideas are encouraged and you will be rewarded with the opportunity to learn and grow, achieving your career aspirations. Have a look at our careers website for more information on working for Marshalls. We look forward to hearing from you! _ Benefits We don't just build paths; we pave the way for personal and professional growth. Join us, and let's create a future where your skills and ambitions can flourish. Additional benefits include; • 34 days per annum or the equivalent in hours (inclusive of bank holidays), • Health care cash plan – support with Dental, Optical, Prescription costs and many more!, • Enhanced Maternity, Paternity, and Adoption pay and leave, • 5% employer matched pension scheme, • Cycle to work scheme, • Employee discount on Marshalls and Marley products, • Retailer discounts, • Marshalls Wellbeing Centre, • Share purchase scheme, • Life assurance More about Marshalls Our operations are organised into three distinct divisions: Landscape Products, Building Products, and Roofing Products. Marshalls Landscape Products stands out as the leading UK manufacturer of high-quality natural stone and innovative concrete hard landscaping products. We cater to the construction, home improvement, and landscape markets, offering superior solutions. Marshalls Building Products serves as a reliable supplier of concrete drainage products, concrete bricks, ready-to-use mortars, and aggregates. Marley Roofing Products is recognised as a leader in the manufacturing and supply of pitched roofing systems. Our product range includes clay and concrete tiles, timber battens, roof-integrated solar solutions, and various roofing accessories. Although divisional, we work as one Marshalls team. We're particularly proud to have paved every location on the Monopoly Board! To find out more about Marshalls please visit our website: _ Equal Opportunities Whoever you are and whatever your background, you’ll find a fair and supportive workplace. You’re unique and we want you to bring every part of who you are to work, every day. We’re committed to ensuring equal opportunities for everyone. To us, this is more than a legal, moral, or ethical necessity – it’s the right thing to do! We want our team to reflect the diverse nature of society and the communities we serve. Marshalls is a workplace where you’re valued for the contribution you make, and where you can grow and develop by being entirely yourself! This advert will self-destruct on 1st April 2026 No Agencies Please #INDHP

The world's leading manufacturer of wood-based panels is currently offering an exciting opportunity for a motivated individuals to join as Trainee Sales Reps, gaining wide ranging sales and business development experience as well as a fast start to life as an external salesperson. You will receive top-tier training and mentorship from industry leaders as part of an innovative, forward-thinking company dedicated to sustainability, quality, and continuous improvement. This is an exciting and challenging role, you would grow and learn working with industry leading people who are committed to technical excellence. Full-time permanent role offering a competitive salary, car allowance plus bonus. Opportunities available in the East of the UK and the East Midlands, --- The Role As part of a continued growth strategy, you would work remotely and promote the company's range to end user customers within your designated region, visiting prospects to include Shopfitters, KBB Manufacturers, Office Furniture Manufacturers, Cabinet Makers, Joiners, Timber/Panel Merchants, Specifiers and Architects and Exhibition Manufacturers. You would be tasked with… • Pitching relevant products by researching the prospects' requirements, • Liaising with the various distributors to pass on and follow up leads generated, • Prepare visit reports, detailed competitor information on prices, volumes, portfolio; customer potential update, • Finding new customers, ensuring existing contacts are visited in a systematic way and visits are planned by area in the most efficient route --- The Candidate • Motivated individuals with a passion for learning, eager to build a career in a dynamic and fast-paced industry, • A minimum 5 x A-C (4-9) grade GCSEs, including Maths, English and Science, • Experience of working in retail, or hospitality sectors would all be ideal for this position, • Most important is enthusiasm, intelligence, strong communication skills and desire to learn and develop, • Substantial travel in the role therefore full UK driving licence is essential --- The Company The world's largest wood-panel product producer with a turnover in the region of €4.5billion per year and first-class environmental credentials. Recent investment has investment has helped the business significantly improve service and take market share in the UK & Ireland market by increasing production capacity, broadening product range, maximising efficiency opportunities, improving sustainability and achieving overall operational excellence. --- Interested? If you think you're right for this Trainee Sales Representative role, then click the 'Apply Now' button, send us your CV and we'll consider you for the first round of interviews.Coburg Banks Limited is acting as an Employment Agency in relation to this vacancy.

Area Sales Manager Based: Your Home Office Patch: GU PO RG SO SP- You can be based anywhere on patch Company Cash Car Allowance and Sales Bonus Included At , we’re raising the roof in the UK roofing industry! Marley is at the forefront of pitched roof systems, leading the industry in sustainability and innovation. With over a century of know-how under our belt, we're the trusted partners for architects, contractors, and roofing professionals. We’ve now joined forces with the UK’s leading manufacturer of hard landscaping and building products – bringing two strong heritages together! Proudly, we have an unrivalled offering of products and a passionate sales force. It’s within this successful team at Marley, that we are recruiting for an Area Sales Manager. There is huge potential for you to make your mark on this patch, develop existing relationships and create more! So, what’s the role? With training and support, you’ll have full autonomy to sell solutions, add value and utilise our innovative products, all under our trusted brand. Ensuring existing relationships are nurtured, you’ll need to balance the development of new and critical business opportunities across a wide range of customers. With your passion for sales and experience with specification you’ll be able to run the patch almost like your own business and develop profitable relationships. The first step will be to proactively identify, influence, and deliver a strong pipeline of projects with specifiers and contractors. Once specification opportunities have been established you’ll negotiate, develop, and implement specific business plans to achieve regional sales targets. You’ll be responsible for the promotion of early pre-tender engagement, and you’ll prepare and present project related value propositions and solutions. The job will include attending regular meetings across your region, and the preparation of monthly, quarterly, and yearly forecasts to support with planning. We’re ready for you to challenge our expectations, showcase your entrepreneurial skills and really create a space for yourself where you can improve on what’s already in place! What will you need to bring with you? Previous success has shown we need a commercial thinker who has a flair for sales. You don’t need to have done the exact same job, but you do need to show us your ambition and passion within sales. Other skills to bring include; • A passion for your customers, ensuring they are at the heart of all you do, • Excellent interpersonal skills, • The ability to achieve targets through planning, analysis, strategic implementation, and commercial acumen, • Excellent organisational skills, • The ability to support, influence, and enthuse, • Energy, with a clear ambition to progress and a passion for learning, • Experience in external sales, • Exposure to Specification or Technical Sales would be a bonus, • Experience using Excel, Word, and Powerpoint, to develop value-added presentations, • In this regional role, you’ll need to live on patch, have a UK driving license and be willing to travel within the patch covering; GU PO RG SO SP and own your own car (Car allowance and Expenses are part of your package) So, what’s in it for you? Working from your home office, you’ll have autonomy to grow your business and career. Additional benefits include; • 26 Holidays + bank holidays, • Cash Car Allowance, • BUPA Single Cover, • Sales Bonus, • Pension - 9% total contribution (can be increased), • 36.5 hours, Monday – Friday, • Cycle-to-work scheme, • Employee Discount programme, • Refer a friend scheme, • EAP programme – Financial, Physical and Mental Wellbeing support, • Career progression, training and development within the wider Marshalls Group More about Marley and Marshalls Group Our operations are organised into three distinct divisions: Marshalls Landscape Products, Marshalls Building Products, and Marley Roofing Products. At Marley Roofing Products, we are recognised as leaders in the manufacturing and supply of pitched roofing systems. Our product range includes clay and concrete tiles, timber battens, roof-integrated solar solutions, and various roofing accessories. Although divisional, we work as one Marshalls team. To find out more about Marshalls please visit our website: _ Equal Opportunities Whoever you are and whatever your background, you’ll find a fair and supportive workplace. You’re unique and we want you to bring every part of who you are to work, every day. We’re committed to ensuring equal opportunities for everyone. To us, this is more than a legal, moral, or ethical necessity – it’s the right thing to do! We want our team to reflect the diverse nature of society and the communities we serve. Marshalls plc is a workplace where you’re valued for the contribution you make, and where you can grow and develop by being entirely yourself! Agencies: We’ve got this one, thanks #INDHP

About the role of Contract Manager: Exciting Contract Manager opportunity across Essex for a leading residential developer. Overseeing 3 to 4 live sites with 2 in planning, most projects will be traditional build and timber frame housing schemes, ranging from 50 to 250+ units. Managing a team of multiple Project and Site Managers to complete projects on time, in budget and to a high quality. Reporting straight into the Managing Director. Responsibilities for Contract Managers Manage a team of around to 4 Senior Managers. Helping to implement new procedures Overseeing multiple sites. Liaising with clientsRequirements for Contract Manager: Worked on multiple large residential schemes. Taken projects from planning to handover. Good Man Management skills